{
 "updated": "2026-11-02",
 "title": "The AI visibility map",
 "url": "https://www.newsprint.com/research/ai-visibility/",
 "inclusion": "A company is on this map if it sells or gives away software that tracks, explains or changes how brands appear in AI answers, anyone can use it without hiring the maker, and its own site says so. An agency that ships the work only inside an engagement is not on the map. An open-source project with no company selling it is listed separately and not counted. A product that has shut down, parked its domain, moved to another market or had no working site when we read it is listed separately and not counted.",
 "what": "Companies that offer software to track or change how brands appear in AI answers, what each sells from its own site, grouped by the kind of company it is.",
 "categories": {
  "ai-native": "Built for AI answers",
  "seo": "SEO tools",
  "pr": "PR and monitoring",
  "marketing-suite": "Marketing suites",
  "ecommerce": "Ecommerce",
  "cms": "Site builders and CMS",
  "analytics": "Web analytics",
  "other": "Infrastructure and other"
 },
 "groups": [
  {
   "k": "ai-native",
   "n": "Built for AI answers",
   "d": "Companies built only for this market.",
   "subgroups": [
    {
     "k": "shopping",
     "n": "Tracking plus AI shopping or ads",
     "d": "Tracks answers and sells visibility in AI shopping, product feeds for AI agents, or ads inside AI answers.",
     "yes": [
      "commerce",
      "track"
     ]
    },
    {
     "k": "fixes",
     "n": "Site audits and fixes",
     "d": "Most score a page or site for AI answers, then list or make the fixes. None says in full that it tracks AI answers.",
     "not": [
      "track"
     ]
    },
    {
     "k": "outreach",
     "n": "Tracking and outreach",
     "d": "Tracks answers and helps place the brand in the outlets, communities or lists AI answers cite.",
     "yes": [
      "pr"
     ]
    },
    {
     "k": "prompts",
     "n": "Tracking and prompt research",
     "d": "Tracks answers and shows what people ask AI engines.",
     "yes": [
      "prompts"
     ]
    },
    {
     "k": "content-site",
     "n": "Tracking, content and site fixes",
     "d": "Tracks answers, writes or rewrites content, and fixes the site for AI crawlers.",
     "yes": [
      "content",
      "technical"
     ]
    },
    {
     "k": "content",
     "n": "Tracking and content",
     "d": "Tracks answers and writes or rewrites content, with no site fixes in full.",
     "yes": [
      "content"
     ]
    },
    {
     "k": "site",
     "n": "Tracking and site checks",
     "d": "Tracks answers and checks the site or its AI crawler traffic, with no content work in full.",
     "yes": [
      "technical"
     ]
    },
    {
     "k": "mostly-tracking",
     "n": "Mostly tracking",
     "d": "Tracks answers and may show cited sources. Anything more is only in part, if at all.",
     "yes": [
      "track"
     ]
    }
   ]
  },
  {
   "k": "seo",
   "n": "SEO tools",
   "d": "SEO, content, rank tracking, technical and local SEO vendors that added AI answers."
  },
  {
   "k": "pr",
   "n": "PR and monitoring",
   "d": "PR, comms, media monitoring, social listening and reputation vendors that added AI answers."
  },
  {
   "k": "marketing-suite",
   "n": "Marketing suites",
   "d": "Broad marketing, CRM and social suites with a module for AI answers."
  },
  {
   "k": "ecommerce",
   "n": "Ecommerce",
   "d": "Retail, product feed and AI shopping vendors."
  },
  {
   "k": "cms",
   "n": "Site builders and CMS",
   "d": "Site builders and content management systems with tools for AI answers."
  },
  {
   "k": "analytics",
   "n": "Web analytics",
   "d": "Web and product analytics vendors that report on AI answers or AI traffic."
  },
  {
   "k": "other",
   "n": "Infrastructure and other",
   "d": "CDNs, data APIs and everything else that sells something for AI answers."
  }
 ],
 "cells": [
  {
   "k": "track",
   "n": "Tracks answers",
   "short": "Track",
   "d": "Runs prompts or monitors AI engines and reports mentions, rank, share of voice or sentiment."
  },
  {
   "k": "sources",
   "n": "Cited sources",
   "short": "Sources",
   "d": "Shows which pages, domains or outlets AI answers cite, or targets those sources."
  },
  {
   "k": "content",
   "n": "Content",
   "short": "Content",
   "d": "Audits, writes or rewrites the brand's own content so AI answers cite it."
  },
  {
   "k": "technical",
   "n": "Technical",
   "short": "Technical",
   "d": "AI crawler or agent traffic, bot logs, site audits for AI, llms.txt, schema for AI."
  },
  {
   "k": "pr",
   "n": "PR and outreach",
   "short": "PR",
   "d": "Helps place the brand in the outlets, journalists, communities or lists that AI answers cite."
  },
  {
   "k": "commerce",
   "n": "AI commerce",
   "short": "Commerce",
   "d": "Product visibility in AI shopping, product feeds for AI agents, or ads inside AI answers."
  },
  {
   "k": "prompts",
   "n": "Prompt research",
   "short": "Prompts",
   "d": "Prompt volumes, query fan-outs, what people ask AI engines."
  },
  {
   "k": "agency",
   "n": "Agency plan",
   "short": "Agency",
   "d": "An agency plan, multi-client workspaces, client reporting or white-label."
  }
 ],
 "companies": [
  {
   "n": "AEO Vision",
   "u": "https://aeovision.ai/",
   "w": "AI search visibility platform tracking brand mentions, citations and sentiment across ChatGPT, Perplexity, Gemini, Claude and Google AI.",
   "w_u": "https://aeovision.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how AI platforms mention, recommend, and discuss your brand across ChatGPT, Perplexity, Gemini, Claude, Google AI Mode, and AI Overviews daily.",
     "u": "https://aeovision.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations & cited domain insights",
     "u": "https://aeovision.ai/plans/"
    },
    "content": {
     "v": "yes",
     "q": "Get AI-powered tasks, content recommendations, and actionable insights to improve your brand's visibility and outperform competitors.",
     "u": "https://aeovision.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Discover which Reddit threads AI platforms cite when answering your brand's prompts.",
     "u": "https://aeovision.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Marketing agency? See Agency Pricing for unlimited clients, account-wide prompts, and 7-day pitch projects.",
     "u": "https://aeovision.ai/plans/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Track sponsored placements inside AI answers.",
     "u": "https://aeovision.ai/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://webrazzi.com/2025/09/11/yapay-zeka-yanit-motorlarinda-markalarin-gorunurlugunu-artirmaya-odaklanan-girisim-aeo-vision/",
   "founded": 2025,
   "founded_src": "https://webrazzi.com/2025/09/11/yapay-zeka-yanit-motorlarinda-markalarin-gorunurlugunu-artirmaya-odaklanan-girisim-aeo-vision/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "aeo-vision"
  },
  {
   "n": "AEOsim",
   "u": "https://www.aeosim.com/",
   "w": "A service and software that simulates AI answers, edits product pages and reports SKU level recommendation share, for ecommerce stores, marketplaces and agencies.",
   "w_u": "https://www.aeosim.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your current recommendation share on ChatGPT, Gemini and Claude.",
     "u": "https://www.aeosim.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See how AI cites the assortment",
     "u": "https://www.aeosim.com/"
    },
    "content": {
     "v": "yes",
     "q": "We perform surgical AEO edits on your product pages so that AI engines cite them",
     "u": "https://www.aeosim.com/"
    },
    "technical": {
     "v": "yes",
     "q": "By restructuring your PDP schema and answer blocks, we ensure AI engines parse verified, authoritative brand facts.",
     "u": "https://www.aeosim.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Find where AI search drops your SKUs, fix the product pages",
     "u": "https://www.aeosim.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Tie what your ideal customers ask to every page in your catalog.",
     "u": "https://www.aeosim.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label simulation and full-chat Analytika for every client brand.",
     "u": "https://www.aeosim.com/"
    }
   },
   "product": "Analytika; AEOsim Simulator",
   "hq": "India",
   "hq_src": "https://linkedin.com/company/aeosim",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/aeosim",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeosim"
  },
  {
   "n": "AgentFi",
   "u": "https://agentfi.tech/",
   "w": "An AI search optimization platform with an edge proxy that serves AI bots optimized pages and measures brand visibility across AI engines for marketing teams.",
   "w_u": "https://agentfi.tech/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track citations, mentions, sentiment and bot traffic",
     "u": "https://agentfi.tech/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover the reputation sources AI engines pull from.",
     "u": "https://agentfi.tech/"
    },
    "content": {
     "v": "yes",
     "q": "Crawl, score and re-write pages for AI comprehension.",
     "u": "https://agentfi.tech/"
    },
    "technical": {
     "v": "yes",
     "q": "Per-bot traffic breakdown (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.)",
     "u": "https://agentfi.tech/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Product feeds become discoverable by any AI agent via open protocols (UCP, AP2).",
     "u": "https://agentfi.tech/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "agentfi"
  },
  {
   "n": "AI Rankia",
   "u": "https://airankia.com/",
   "w": "A platform with agents for AI visibility tracking, SEO, content, PR, links and ads, sold to brands, agencies and ecommerce teams.",
   "w_u": "https://airankia.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where every AI ranks your brand, deploy the fix to your live site, and prove the citation lift.",
     "u": "https://airankia.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Who does AI cite for dentist Puebla?",
     "u": "https://airankia.com/"
    },
    "content": {
     "v": "yes",
     "q": "Agents write the article, fix the page, pitch the journalist or launch the ad.",
     "u": "https://airankia.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Auto-deploy · schema, llms.txt, internal links",
     "u": "https://airankia.com/"
    },
    "pr": {
     "v": "yes",
     "q": "run the journalist outreach",
     "u": "https://airankia.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI shopping visibility",
     "u": "https://airankia.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Prompt Discovery",
     "u": "https://airankia.com/"
    },
    "agency": {
     "v": "yes",
     "q": "white-label: this is the report your client sees, with your logo",
     "u": "https://airankia.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://airankia.com/",
   "founded": 2018,
   "founded_src": "https://airankia.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-rankia"
  },
  {
   "n": "AI Sightline",
   "u": "https://aisightline.com/",
   "w": "A tool that monitors brand mentions and AI traffic across six AI platforms and ranks fixes, sold to small businesses, agencies and developers.",
   "w_u": "https://aisightline.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track citations, sentiment, and share of voice.",
     "u": "https://aisightline.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the third-party sites AI cites on your prompts where your brand is absent",
     "u": "https://aisightline.com/changelog"
    },
    "content": {
     "v": "yes",
     "q": "turn any gap into publish-ready content in one click",
     "u": "https://aisightline.com/changelog"
    },
    "technical": {
     "v": "yes",
     "q": "Server-side tracking of AI bot crawls, AI referral clicks, and discovery-file activity.",
     "u": "https://aisightline.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "generate a ready-to-run ChatGPT ad campaign built from those exact questions",
     "u": "https://aisightline.com/changelog"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage 10 to 50 brands on one subscription",
     "u": "https://aisightline.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://aisightline.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-sightline"
  },
  {
   "n": "AI-Advisors",
   "u": "https://www.ai-advisors.ai/",
   "w": "An AI marketing SaaS platform for mid-market B2B teams that tracks and improves visibility across AI search engines and plans ChatGPT Ads.",
   "w_u": "https://www.ai-advisors.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility, share of voice, and competitive rankings across ChatGPT, Claude, Gemini, Perplexity, and Grok.",
     "u": "https://www.ai-advisors.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Content Studio analyzes what AI platforms cite in your category",
     "u": "https://www.ai-advisors.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Audit and optimize your site for AI citation.",
     "u": "https://www.ai-advisors.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Monitor bot visits, AI referral traffic, and which platforms are indexing your content.",
     "u": "https://www.ai-advisors.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Turn your Google Ads campaigns into ChatGPT Ads strategy.",
     "u": "https://www.ai-advisors.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.ai-advisors.ai/",
   "read": "2026-11-02",
   "slug": "ai-advisors"
  },
  {
   "n": "AISeenCheck",
   "u": "https://aiseencheck.com",
   "w": "AI readiness and visibility audits on request, plus a free browser tool that generates llms.txt and schema drafts, for business websites.",
   "w_u": "https://aiseencheck.com",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Check whether AI systems mention your brand, cite useful sources, describe your offer accurately and recommend competitors instead.",
     "u": "https://aiseencheck.com"
    },
    "sources": {
     "v": "yes",
     "q": "competitor visibility, citations, source review, content gaps",
     "u": "https://aiseencheck.com/services/"
    },
    "content": {
     "v": "yes",
     "q": "Prioritize fixes for content, schema, entities, proof, crawl access, GPT Shopping signals and agentic readiness.",
     "u": "https://aiseencheck.com"
    },
    "technical": {
     "v": "yes",
     "q": "Scan public website signals: metadata, headings, schema, robots.txt, sitemap, llms.txt",
     "u": "https://aiseencheck.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Prepare product data, merchant identity, price context, policies, reviews and comparison pages for AI-assisted product discovery.",
     "u": "https://aiseencheck.com"
    },
    "prompts": {
     "v": "partial",
     "q": "prompt mapping",
     "u": "https://aiseencheck.com/services/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aiseencheck"
  },
  {
   "n": "AmICited",
   "u": "https://www.amicited.com/",
   "w": "AI agents that track how AI models cite an online store and publish fixes, for ecommerce brands, SaaS and agencies.",
   "w_u": "https://www.amicited.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AmICited tracks how ChatGPT, Perplexity, Gemini and Google AI Overviews mention your brand",
     "u": "https://www.amicited.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which comparison and review sources the models trust, and get cited in them.",
     "u": "https://www.amicited.com/"
    },
    "content": {
     "v": "yes",
     "q": "Draft product pages, comparisons and buying guides",
     "u": "https://www.amicited.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Free AI visibility, robots.txt, and LLMs.txt generators",
     "u": "https://www.amicited.com/"
    },
    "pr": {
     "v": "partial",
     "q": "See which comparison and review sources the models trust, and get cited in them.",
     "u": "https://www.amicited.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Track every prompt your buyers ask, the answer they get, and which of your products the models put in it.",
     "u": "https://www.amicited.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run AI search visibility across your whole client portfolio",
     "u": "https://www.amicited.com/"
    }
   },
   "hq": "Czech Republic",
   "hq_src": "https://www.amicited.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/flowhunt_how-to-rank-in-chatgpt-am-i-cited-activity-7411798243602341888-DIgq"
   },
   "slug": "amicited"
  },
  {
   "n": "Ansvisor",
   "u": "https://www.ansvisor.com/",
   "w": "Open-source AI search platform, cloud or self-hosted, that tracks brand visibility across AI engines and turns signals into prioritized actions for brands and agencies.",
   "w_u": "https://www.ansvisor.com",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how AI talk about brands.",
     "u": "https://www.ansvisor.com"
    },
    "sources": {
     "v": "yes",
     "q": "Domains and URLs that AI platforms cite when mentioning you",
     "u": "https://www.ansvisor.com"
    },
    "content": {
     "v": "yes",
     "q": "Plan, write and optimize pages AI will cite.",
     "u": "https://www.ansvisor.com"
    },
    "technical": {
     "v": "yes",
     "q": "Optimize content based on AEO/GEO signals.",
     "u": "https://www.ansvisor.com"
    },
    "pr": {
     "v": "partial",
     "q": "Pitch g2.com comparison update",
     "u": "https://www.ansvisor.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "See where your products in AI.",
     "u": "https://www.ansvisor.com"
    },
    "prompts": {
     "v": "yes",
     "q": "See the searches AI platforms perform before answering.",
     "u": "https://www.ansvisor.com"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility reporting and optimization workflows for clients.",
     "u": "https://www.ansvisor.com"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.ansvisor.com/",
   "read": "2026-11-02",
   "slug": "ansvisor"
  },
  {
   "n": "Asva AI",
   "u": "https://asvaai.com/",
   "w": "Asva AI sells brands and agencies tools that track AI answer mentions, audit agent readiness, and run AI shopping funnels and ads.",
   "w_u": "https://asvaai.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We monitor ChatGPT, Perplexity, Claude, Copilot, and 8+ AI platforms 24/7.",
     "u": "https://asvaai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Get sentiment analysis, citation tracking, source attribution, and benchmarking.",
     "u": "https://asvaai.com/"
    },
    "content": {
     "v": "partial",
     "q": "Receive actionable recommendations to improve your AI visibility score week over week.",
     "u": "https://asvaai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Can ChatGPT & Perplexity crawl you?",
     "u": "https://asvaai.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Win recommendations on Reddit threads.",
     "u": "https://asvaai.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Buy attention inside ChatGPT, Gemini & Perplexity.",
     "u": "https://asvaai.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Buyer intent behind AI search queries.",
     "u": "https://asvaai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Run AEO as a retainer",
     "u": "https://asvaai.com/"
    }
   },
   "hq": "India, United States",
   "hq_src": "https://asvaai.com/",
   "founded": 2024,
   "founded_src": "https://asvaai.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "asva-ai"
  },
  {
   "n": "AthenaHQ",
   "u": "https://www.athenahq.ai/",
   "w": "AthenaHQ sells AI visibility tracking and optimization to brands. It scans many AI models, including ChatGPT, Perplexity, Gemini, Claude and Grok, and sends alerts when they mention the brand. Its dashboard reports citation rate and competitor share of voice, and a recommendation engine suggests fixes.",
   "w_u": "https://athenahq.ai/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cross-platform AI visibility tracking (11+ LLMs) ... Automated content optimization recommendations",
     "u": "https://athenahq.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source analysis and link building ... Pinpoint Websites Cited by ChatGPT. Find the websites that matter to your brand.",
     "u": "https://athenahq.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Cross-platform AI visibility tracking (11+ LLMs) ... Automated content optimization recommendations",
     "u": "https://athenahq.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "PR Monitoring & Press Kits",
     "u": "https://athenahq.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Partner with AthenaHQ to deliver next-gen visibility, measurable ROI, and AI-ready reporting your clients will love.",
     "u": "https://athenahq.ai/agency"
    },
    "technical": {
     "v": "yes",
     "q": "Dynamically manage AI crawler access with a smart robots.txt and llms.txt",
     "u": "https://athenahq.ai/plans"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volume Estimation & Analysis",
     "u": "https://athenahq.ai/plans"
    },
    "commerce": {
     "v": "yes",
     "q": "Track which products get cited in AI Search, attribute revenue in Shopify, and optimize with Athena.",
     "u": "https://athenahq.ai/industry/ecommerce"
    }
   },
   "hq": "United States",
   "hq_src": "https://athenahq.ai/about",
   "founded": 2025,
   "founded_src": "https://seedtable.com/companies/athenahq/funding-rounds/seed-2025-06",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-02-13",
    "src": "https://www.ycombinator.com/launches/MnK-athenahq-get-your-brand-discovered-on-chatgpt"
   },
   "slug": "athenahq"
  },
  {
   "n": "AuraMetrics",
   "u": "https://aurametrics.io/en",
   "w": "Platform measuring brand presence across five AI engines, fixing technical signals, generating content and testing agent checkout, for brands and agencies.",
   "w_u": "https://aurametrics.io/en",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt tracking across 5 engines, citation gaps, brand perception and your industry ranking.",
     "u": "https://aurametrics.io/en"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Patterns",
     "u": "https://aurametrics.io/en"
    },
    "content": {
     "v": "yes",
     "q": "Content Boost, Content Creator, FAQs, OKF and ARD: content AI can cite.",
     "u": "https://aurametrics.io/en"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Score with pillars, entities, schema, trust signals and llms.txt.",
     "u": "https://aurametrics.io/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Merchant Center and Agent Merchant: feed, images, UCP manifest and a live agent checkout.",
     "u": "https://aurametrics.io/en"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Simulation",
     "u": "https://aurametrics.io/en"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies: your brand, your clients, your reports.",
     "u": "https://aurametrics.io/en"
    }
   },
   "product": "AuraMetrics.io",
   "hq": "Uruguay",
   "hq_src": "https://aurametrics.io/en",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aurametrics"
  },
  {
   "n": "AutoGEO",
   "u": "https://autogeo.app/",
   "w": "Marketing platform with AI answer monitoring, crawler analytics, prompt volumes, AI shopping tracking and content agents, sold to marketing, PR and agency teams.",
   "w_u": "https://autogeo.app/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor AI answers and brand sentiment",
     "u": "https://autogeo.app/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AEO Optimized FAQ Generator",
     "u": "https://autogeo.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Track how your site is interpreted and crawled by ChatGPT, Gemini, Claude, Perplexity, and more.",
     "u": "https://autogeo.app/"
    },
    "pr": {
     "v": "partial",
     "q": "PR & Communications Shape AI conversations",
     "u": "https://autogeo.app/"
    },
    "commerce": {
     "v": "yes",
     "q": "Track product placement in AI shopping",
     "u": "https://autogeo.app/"
    },
    "prompts": {
     "v": "yes",
     "q": "See what millions of people ask AI, and align strategy with demand.",
     "u": "https://autogeo.app/"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies Grow every client in AI Search",
     "u": "https://autogeo.app/"
    }
   },
   "tier": 4,
   "read": "2026-10-22",
   "slug": "autogeo"
  },
  {
   "n": "Beniz.ai",
   "u": "https://beniz.ai/",
   "w": "Discovery layer that optimizes retail catalogs for AI agents through product feeds, an API and catalog guides, sold to retail brands.",
   "w_u": "https://beniz.ai/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI recommends your brand across ChatGPT, Gemini, Claude & Perplexity.",
     "u": "https://beniz.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "authoritative HTML article with full product evidence, use cases, Q&A, and brand authority",
     "u": "https://beniz.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Standardized JSON/JSON-LD structures optimized for context-window efficiency.",
     "u": "https://beniz.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Agent-Optimized Feeds",
     "u": "https://beniz.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "US",
   "hq_src": "https://linkedin.com/company/beniz-ai",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/beniz-ai",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "beniz-ai"
  },
  {
   "n": "BotRank.ai",
   "u": "https://www.botrank.ai/",
   "w": "All-in-one GEO platform: daily multi-LLM visibility tracking, source analysis, technical GEO audits and a GEO agent ('Bob') that writes and fixes content.",
   "w_u": "https://www.botrank.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Multi-LLM tracking: Daily analysis of AI engines, via their real interfaces",
     "u": "https://www.botrank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source analysis reveals which websites, media and content AI engines cite in your market, and which ones already mention you.",
     "u": "https://www.botrank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "built-in GEO agent ... build your action plan, write optimized content and generate the code for your fixes.",
     "u": "https://www.botrank.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Focus your content, PR and link-building efforts where they actually move [the needle]",
     "u": "https://www.botrank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "With GEO technical audits, scan your key pages the way an AI engine would",
     "u": "https://www.botrank.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Studio | Strategic prompt suggestions",
     "u": "https://www.botrank.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping | Your sales on AI platforms",
     "u": "https://www.botrank.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.botrank.ai/legal",
   "founded": 2025,
   "founded_src": "https://www.brefeco.com/actualite/innovation/botrankai-veut-aider-les-marques-se-positionner-sur-les-moteurs-dia",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "botrank-ai"
  },
  {
   "n": "Brand Armor AI",
   "u": "https://www.brandarmor.ai/",
   "w": "Autopilot marketing engine (GEO/SEO, blog content, social publishing, email outreach) that includes AI search visibility tracking on ChatGPT, Gemini and others.",
   "w_u": "https://www.brandarmor.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracking on ChatGPT, Gemini, Claude, Perplexity and Grok",
     "u": "https://www.brandarmor.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Prompt monitoring and citations tracking with ChatGPT and Gemini coverage.",
     "u": "https://www.brandarmor.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Discover opportunities across GEO and SEO. Create articles, images, videos, and outreach tailored to your brand.",
     "u": "https://www.brandarmor.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and companies managing several brands.",
     "u": "https://www.brandarmor.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Website Crawler Analysis (40K requests/month)",
     "u": "https://www.brandarmor.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Monitor prompts, citations, competitors, and shopping intelligence across all supported providers.",
     "u": "https://www.brandarmor.ai/pricing"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.brandarmor.ai/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "brand-armor-ai"
  },
  {
   "n": "Brandlight",
   "u": "https://www.brandlight.ai/",
   "w": "Brandlight sells an enterprise AI visibility platform to brands. It tracks brand sentiment, citations and sources across AI engines, and shows which queries mention the brand. Other modules cover content, technical fixes, commerce and AI ads, and one checks how earned media placements affect AI visibility.",
   "w_u": "https://brandlight.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility across all AI engines, see where & how your brand appears, and uncover insights to boost your visibility",
     "u": "https://www.brandlight.ai/product/visibility-insights"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the specific data sources that AI engines are using to validate your expertise",
     "u": "https://www.brandlight.ai/product/visibility-insights"
    },
    "content": {
     "v": "yes",
     "q": "Build a content engine that wins AI search. See what drives AI trust, where you fall short, and how to systematically generate and optimize effective content.",
     "u": "https://www.brandlight.ai/product/content"
    },
    "pr": {
     "v": "partial",
     "q": "Page fixes, content briefs, and publisher plays, ranked by impact and split by team.",
     "u": "https://brandlight.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "At Brandlight, we partner with leading agencies to unlock new opportunities in a way that's defined and measurable.",
     "u": "https://brandlight.ai/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Fix the crawl and schema issues that keep AI from citing your pages.",
     "u": "https://www.brandlight.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Turn AI into a growth channel by maximizing your AEO, tapping into AI ads, and getting into AI shopping results.",
     "u": "https://www.brandlight.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/the-ai-market-shelf-just-got-bigger-brandlight-raises-30m-to-continue-leading-enterprise-cmos-into-the-era-of-ai-native-ads-302684759.html",
   "founded": 2024,
   "founded_src": "https://www.ynetnews.com/business/article/hyx8tznv11l",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-04",
    "src": "https://jewishbusinessnews.com/2025/04/16/brandlight-launches-with-5-75m-to-help-companies-shape-brand-representation-in-ai-models/"
   },
   "slug": "brandlight"
  },
  {
   "n": "Brandmetric",
   "u": "https://www.brandmetric.ai/",
   "w": "Platform that measures brand visibility in ChatGPT, Gemini and Google AI Overviews and writes content and product feeds, sold to ecommerce brands and agencies.",
   "w_u": "https://www.brandmetric.ai/en",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Haftalık ölçüm, üç motorun ortalaması",
     "u": "https://www.brandmetric.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Cevabı hangi sitelerin beslediğini görün, görünürlüğünüzü oradan büyütün.",
     "u": "https://www.brandmetric.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Eksik kalan kategori ve ürün metinlerini markanızın diliyle, kaynak doğrulamalı üretin.",
     "u": "https://www.brandmetric.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Aylık 1 Teknik AI-SEO Denetimi",
     "u": "https://www.brandmetric.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Product feed optimization",
     "u": "https://www.brandmetric.ai/en"
    },
    "prompts": {
     "v": "partial",
     "q": "Hangi soruların önemli olduğunu bulun, konumunuzu izleyin",
     "u": "https://www.brandmetric.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client workflows",
     "u": "https://www.brandmetric.ai/en"
    }
   },
   "hq": "Turkey",
   "hq_src": "https://www.brandmetric.ai/about",
   "founded": 2023,
   "founded_src": "https://www.linkedin.com/company/brandmetricai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandmetric"
  },
  {
   "n": "Brantial",
   "u": "https://brantial.ai/",
   "w": "Tracks how ChatGPT, Gemini, Claude and other AI engines describe a brand, shows the pages they cite, and rewrites pages so the brand gets cited.",
   "w_u": "https://brantial.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Brantial measures how ChatGPT, Gemini, Claude and five other AI engines talk about your brand",
     "u": "https://brantial.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources & Citations The pages AI cites in its answers",
     "u": "https://brantial.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Give it a page and the question it should answer. It rewrites the page around that question, checks every fact against your source, and nothing goes live without review.",
     "u": "https://brantial.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label GEO for partners.",
     "u": "https://brantial.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Site Health: Audit your site the way AI crawlers read it",
     "u": "https://brantial.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volumes: What people ask AI, and how often",
     "u": "https://brantial.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping: Product visibility in ChatGPT shopping",
     "u": "https://brantial.ai/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://brantial.ai/about/",
   "founded": 2025,
   "founded_src": "https://uk.linkedin.com/company/brantialai",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.kaangulten.com/en/companies/brantial"
   },
   "slug": "brantial"
  },
  {
   "n": "Canonry",
   "u": "https://canonry.ai/",
   "w": "AI search tracking software, open source and custom, plus managed AEO work for businesses, marketing teams and agencies.",
   "w_u": "https://canonry.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track what ChatGPT, Claude, Gemini, and Perplexity say about your business alongside search and server data.",
     "u": "https://canonry.ai/open-source-platform"
    },
    "sources": {
     "v": "yes",
     "q": "Canonry tracks AI mentions and citations alongside search data, site traffic, and technical audits.",
     "u": "https://canonry.ai/open-source-platform"
    },
    "content": {
     "v": "yes",
     "q": "We clarify business details, write useful content, add structured data",
     "u": "https://canonry.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Server logs show visits from AI bots and people who follow AI links.",
     "u": "https://canonry.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get a daily list of relevant opportunities for client links and mentions in real publications.",
     "u": "https://canonry.ai/white-label-aeo-for-agencies"
    },
    "commerce": {
     "v": "yes",
     "q": "Run ChatGPT ads without hiring an ads team.",
     "u": "https://canonry.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Hands-off AEO delivery under your brand.",
     "u": "https://canonry.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://canonry.ai/",
   "read": "2026-11-02",
   "slug": "canonry"
  },
  {
   "n": "CiteMe",
   "u": "https://www.citeme.io/",
   "w": "GEO software tracking visibility, position and sentiment across ten AI engines with content fixes, plus done-for-you services, for brands and agencies.",
   "w_u": "https://www.citeme.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every prompt re-run on every engine, every day.",
     "u": "https://www.citeme.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources that cite your rivals but not you.",
     "u": "https://www.citeme.io/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Citable content written and published for you",
     "u": "https://www.citeme.io/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt, structured data (schema.org), AI crawler access and a structure LLMs can parse",
     "u": "https://www.citeme.io/solutions/agencies"
    },
    "pr": {
     "v": "yes",
     "q": "Digital PR & communities",
     "u": "https://www.citeme.io/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Get your products recommended in AI shopping answers, and track every order.",
     "u": "https://www.citeme.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompts worth adding, scored by demand.",
     "u": "https://www.citeme.io/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "One project per client brand, same price for everyone.",
     "u": "https://www.citeme.io/pricing"
    }
   },
   "hq": "France",
   "hq_src": "https://www.citeme.io/mentions-legales",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://fr.linkedin.com/posts/mael-bourdin_citeme-dominez-le-geo-avec-lia-activity-7421699632604303360-Drdc"
   },
   "slug": "citeme"
  },
  {
   "n": "Citeon AI",
   "u": "https://www.citeon.ai/",
   "w": "AI visibility tracker for buyers' questions on up to six engines, with site audits, fix cards, content drafts and shop tools, for businesses.",
   "w_u": "https://www.citeon.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Citeon AI tracks what AI tells buyers about you",
     "u": "https://www.citeon.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The pages AI reads before it answers, and which of yours it quotes.",
     "u": "https://www.citeon.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Articles from your questions and citation gaps, published after your approval.",
     "u": "https://www.citeon.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Your site checked the way AI crawlers read it, rule by rule.",
     "u": "https://www.citeon.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AI shopping visibility Which products AI names",
     "u": "https://www.citeon.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "The searches you can win, grouped into topics, with the page to write.",
     "u": "https://www.citeon.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "For brands and agencies that need more prompts and hands-on help.",
     "u": "https://www.citeon.ai/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.citeon.ai/",
   "read": "2026-11-02",
   "slug": "citeon-ai"
  },
  {
   "n": "CitePatch",
   "u": "https://citepatch.com/",
   "w": "GEO agent for marketing teams that measures seven AI engines, drafts page changes as reviewable patches and rechecks the answers.",
   "w_u": "https://citepatch.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where your brand appears across 7 AI engines, and where it does not.",
     "u": "https://citepatch.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every gap traced from prompt to answer, claim, citation and page.",
     "u": "https://citepatch.com/"
    },
    "content": {
     "v": "yes",
     "q": "She writes new pages and fixes the ones losing citations",
     "u": "https://citepatch.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "she suggests threads to reply to and blogs to reach out to, with the reply already drafted",
     "u": "https://citepatch.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Every product ChatGPT and Google AI Mode show as a card",
     "u": "https://citepatch.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "The questions buyers ask, grouped by intent, with every gap named.",
     "u": "https://citepatch.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Run AI visibility for every client, with proof you can put in the report.",
     "u": "https://citepatch.com/"
    }
   },
   "hq": "Spain",
   "hq_src": "https://citepatch.com/about/",
   "founded": 2026,
   "founded_src": "https://citepatch.com/about/",
   "read": "2026-11-02",
   "slug": "citepatch"
  },
  {
   "n": "Citlyze",
   "u": "https://www.citlyze.com/",
   "w": "Platform that tracks how AI engines mention, cite and rank a brand, then recommends pages, sources and drafts, for marketing, SEO and agency teams.",
   "w_u": "https://www.citlyze.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how AI answers rank, cite, and describe your brand",
     "u": "https://www.citlyze.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the pages answer engines quote when your brand loses visibility.",
     "u": "https://www.citlyze.com/"
    },
    "content": {
     "v": "yes",
     "q": "Turn lost prompts into briefs, source outreach, and page updates.",
     "u": "https://www.citlyze.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Bot Access Monitoring",
     "u": "https://www.citlyze.com/about"
    },
    "pr": {
     "v": "yes",
     "q": "Use volume, competitor mentions, and citations to choose the next page, brief, or source outreach.",
     "u": "https://www.citlyze.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping: your products inside AI shopping results",
     "u": "https://www.citlyze.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the prompts buyers ask, see who wins them, and rank the pages or sources to fix first.",
     "u": "https://www.citlyze.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency plans use pooled prompt coverage and separate client workspaces.",
     "u": "https://www.citlyze.com/about"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citlyze"
  },
  {
   "n": "Cognizo",
   "u": "https://www.cognizo.ai/",
   "w": "AEO platform that monitors brand mentions, citations and sentiment in AI answers, with source analysis, AI-optimized content and an agency program.",
   "w_u": "https://www.cognizo.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run prompts on each AI platform continuously to collect millions of responses daily, tracking where and how your brand appears in AI-generated answers, analyzing citations, sentiment and rankings.",
     "u": "https://www.cognizo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "To be included in AI answers, you have to be in the sources AI cites.",
     "u": "https://www.cognizo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Automate AI-optimized content creation that moves the needle",
     "u": "https://www.cognizo.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Outreach targets",
     "u": "https://www.cognizo.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Use Cognizo to sell AEO services to clients, pitch prospects with custom audits and win more business.",
     "u": "https://www.cognizo.ai/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "See how AI interacts with your site and drives human traffic",
     "u": "https://www.cognizo.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "See what your audience actually asks AI, built on billions of real-time signals.",
     "u": "https://www.cognizo.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Cognizo shows you who's bidding on your category and gets your brand in front of qualified buyers.",
     "u": "https://www.cognizo.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.cognizo.ai/terms",
   "founded": 2024,
   "founded_src": "https://tbmag.co.uk/cognizo-aeo-answer-engine-optimization-turkish-startup-funding-1-8-million-2026/",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "cognizo"
  },
  {
   "n": "Dageno",
   "u": "https://www.dageno.ai/",
   "w": "GEO data platform: daily AI-answer tracking across 10 platforms and 86 regions, citation sources, content actions, agent workflows.",
   "w_u": "https://www.dageno.ai/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracking checks the prompts a team chooses every day and records whether the brand is mentioned, where it ranks, which competitors appear and which sources are cited.",
     "u": "https://www.dageno.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Look up any company, brand, product or domain and see its AI visibility... and which sources AI cites.",
     "u": "https://www.dageno.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Content Actions: Turn observed answer, citation, competitor, and intent gaps into reviewable content tasks.",
     "u": "https://www.dageno.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Managed GEO/AEO servicesDiagnostics, content, sources, and continuous delivery",
     "u": "https://www.dageno.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Partner programAgency, white label, content, and client referrals",
     "u": "https://www.dageno.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "LLMs.txt Generator",
     "u": "https://www.dageno.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volumes",
     "u": "https://www.dageno.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping Visibility",
     "u": "https://www.dageno.ai/"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "slug": "dageno"
  },
  {
   "n": "Depra AI",
   "u": "https://depra.ai/",
   "w": "AI visibility tracker for India and 40 markets, incl. Hinglish prompts, across ChatGPT, Gemini, Perplexity and AI Overviews, with source and crawler insights.",
   "w_u": "https://depra.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT, Gemini, Perplexity and Google AI Overviews, all checked daily, on every plan.",
     "u": "https://depra.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Depra AI tracks AI answers, shows which websites and page formats AI cites, and ranks actions.",
     "u": "https://depra.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "llms.txt Generator",
     "u": "https://depra.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Agencies use Depra AI data in four ways: to pitch prospects, send monthly reports, find sites for client mentions and show what changed.",
     "u": "https://depra.ai/for-agencies"
    },
    "agency": {
     "v": "yes",
     "q": "Scale and Enterprise plans include white-label reporting for your clients",
     "u": "https://depra.ai/terms"
    },
    "technical": {
     "v": "partial",
     "q": "AI crawler checker: Which AI bots can read your site",
     "u": "https://depra.ai/features"
    },
    "prompts": {
     "v": "yes",
     "q": "Shopper questions: What shoppers ask AI before they buy",
     "u": "https://depra.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Product visibility: The products ChatGPT shows, yours and rivals",
     "u": "https://depra.ai/"
    }
   },
   "hq": "India",
   "hq_src": "https://depra.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://www.linkedin.com/posts/depra-ai_depra-ai-track-and-improve-your-brands-activity-7511770700572192768-YyHr"
   },
   "slug": "depra-ai"
  },
  {
   "n": "Egaki",
   "u": "https://egaki.ai/",
   "w": "Platform that measures paid and organic brand discovery across AI models by persona and ties it to revenue, for startups, brands and agencies.",
   "w_u": "https://egaki.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track up to 30 prompts",
     "u": "https://egaki.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Topics, attributes, citations, content and competitive signals shaping recommendations",
     "u": "https://egaki.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Operational credits power actions such as content generation, content evaluation",
     "u": "https://egaki.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Prioritize content and earned opportunities with the greatest commercial potential",
     "u": "https://egaki.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Measure paid performance and intelligently allocate budget across AI platforms",
     "u": "https://egaki.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt exploration",
     "u": "https://egaki.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For Agency",
     "u": "https://egaki.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://egaki.ai/tos/",
   "read": "2026-11-02",
   "slug": "egaki"
  },
  {
   "n": "emberos",
   "u": "https://www.emberos.ai/",
   "w": "AI brand management platform with strategists: tracks share of prompt, forecasts narrative shifts and ships fix packs across owned and third-party sources.",
   "w_u": "https://www.emberos.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform enables brands to understand how AI systems perceive them, predict where their narrative is heading, shape that narrative at the source and prove what changed.",
     "u": "https://www.emberos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "A monthly report: where you show up, where the answer is wrong, which sources drive it",
     "u": "https://www.emberos.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Up to 2 fix packs a month, written, routed through your channels and re-scanned in 14 days",
     "u": "https://www.emberos.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Make the change. Through your channels and the sources the models are actually reading. Not just your own site.",
     "u": "https://www.emberos.ai/pricing"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Your weekly prompt index, built and maintained by us",
     "u": "https://www.emberos.ai/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Merchant | Commerce Optimization",
     "u": "https://www.emberos.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.emberos.ai/terms",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://creativetechorbit.substack.com/p/startup-emberos-introduces-ai-platform"
   },
   "slug": "emberos"
  },
  {
   "n": "equal AI",
   "u": "https://www.equalai.io/",
   "w": "Sells a platform that tracks brand mentions, citations and sentiment across AI engines and recommends fixes, to brands, SEO teams and agencies.",
   "w_u": "https://www.equalai.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor the exact questions buyers ask AI. Weekly or daily refresh.",
     "u": "https://www.equalai.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Every URL the AI cited. Filter by your domains, competitors, or third-party sources.",
     "u": "https://www.equalai.io/"
    },
    "content": {
     "v": "yes",
     "q": "Which pages drive the most AI citations. Find underperformers that should be cited and aren't.",
     "u": "https://www.equalai.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Server-side tracking of every AI bot crawling your site.",
     "u": "https://www.equalai.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Earn placement on r/sales thread X.",
     "u": "https://www.equalai.io/"
    },
    "commerce": {
     "v": "yes",
     "q": "For D2C: track whether your product appears when ChatGPT recommends what to buy.",
     "u": "https://www.equalai.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "Map the question landscape for your category. One seed expands into 50 long-tail prompts.",
     "u": "https://www.equalai.io/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label dashboards, client workspaces, pitch environments, and lead routing.",
     "u": "https://www.equalai.io/"
    }
   },
   "hq": "India",
   "hq_src": "https://www.equalai.io/",
   "founded": 2026,
   "founded_src": "https://www.equalai.io/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "equal-ai"
  },
  {
   "n": "Estran",
   "u": "https://estran.io/",
   "w": "Platform that measures brand share of voice on ChatGPT and Gemini, audits sites, and optimizes product catalogs for AI shopping agents.",
   "w_u": "https://estran.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mesurez votre part de voix sur ChatGPT et Gemini",
     "u": "https://estran.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources les plus utilisées par les LLM",
     "u": "https://estran.io/"
    },
    "content": {
     "v": "yes",
     "q": "Optimisation des descriptions",
     "u": "https://estran.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Vérifiez les signaux d'auteur, de fraîcheur, de schéma, de métadonnées et de robots.",
     "u": "https://estran.io/"
    },
    "pr": {
     "v": "partial",
     "q": "en identifiant les top sources citées par les LLM, en publiant sur ces canaux",
     "u": "https://estran.io/"
    },
    "commerce": {
     "v": "yes",
     "q": "Moteur d’optimisation GEO pour votre catalogue produit",
     "u": "https://estran.io/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "estran"
  },
  {
   "n": "Evertune",
   "u": "https://www.evertune.ai/",
   "w": "Evertune sells AI visibility tracking to brands, advertisers and agencies. It finds real consumer questions from a large prompt panel and benchmarks the brand against competitors across many AI models. Its Content Studio and agents then create AI-optimized articles and set up ChatGPT ad campaigns.",
   "w_u": "https://www.evertune.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "sampling each prompt up to 100x per model. You are benchmarked against every competitor in your category across 11 models",
     "u": "https://www.evertune.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "connect you to affiliate partners that can get your brand mentioned on sources AI models cite",
     "u": "https://www.evertune.ai/"
    },
    "content": {
     "v": "yes",
     "q": "set up ChatGPT ads campaigns targeting conversations where you have low visibility",
     "u": "https://www.evertune.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "connect you to affiliate partners that can get your brand mentioned on sources AI models cite.",
     "u": "https://www.evertune.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "TRUSTED BY OVER 700 ADVERTISERS & AGENCIES",
     "u": "https://www.evertune.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Site Audit: Score your domain on bot access, HTML quality and extractability",
     "u": "https://www.evertune.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Evertune's Prompt Agent identifies the questions consumers are asking AI models in your category through our consumer panel of real users",
     "u": "https://www.evertune.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "agentic workflows create content, set up ChatGPT ads campaigns targeting conversations where you have low visibility",
     "u": "https://www.evertune.ai/"
    }
   },
   "product": "Evertune GEO platform",
   "hq": "United States",
   "hq_src": "https://www.evertune.ai/about-us/company-overview",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/feed/update/urn:li:activity:7257379477612113920",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2024-10",
    "src": "https://www.businessinsider.com/pitch-deck-ai-ad-analytics-startup-evertune-4-million-seed-2024-10"
   },
   "slug": "evertune"
  },
  {
   "n": "EvidentlyAEO",
   "u": "https://evidentlyaeo.com/",
   "w": "Sells an AEO platform that tracks brand visibility across seven AI engines, shows cited sources and recommends fixes, to brands and agencies.",
   "w_u": "https://evidentlyaeo.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track share of answer, brand citations, and AI search visibility",
     "u": "https://evidentlyaeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources ranks the sites AI answers cite across your prompts.",
     "u": "https://evidentlyaeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "From content gap to published, in four steps",
     "u": "https://evidentlyaeo.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Domain Readiness",
     "u": "https://evidentlyaeo.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Opportunities turns gaps into actions, each with a target site, a priority and an effort level.",
     "u": "https://evidentlyaeo.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "See how your brand shows up in ChatGPT ads.",
     "u": "https://evidentlyaeo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Analysis scores every prompt you track.",
     "u": "https://evidentlyaeo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label AEO for agency partners",
     "u": "https://evidentlyaeo.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://evidentlyaeo.com/about-us",
   "founded": 2025,
   "founded_src": "https://evidentlyaeo.com/about-us",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "evidentlyaeo"
  },
  {
   "n": "Finseo",
   "u": "https://www.finseo.ai/",
   "w": "German AI visibility platform tracking mentions and citations across many AI engines, with an agent that edits CMS content and a managed service.",
   "w_u": "https://www.finseo.ai/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sends prompts daily to all major LLMs. Extracts sources, products & rankings.",
     "u": "https://www.finseo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "SourcesThe pages AI cites, by type and domain.",
     "u": "https://www.finseo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Finseo also provides an autonomous AI agent that edits CMS content (Shopify, WordPress, Webflow, Framer) for Answer Engine Optimization (AEO)",
     "u": "https://www.finseo.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "the Finseo Partners team running prompt strategy, content production, Reddit and community management, and citation outreach for you.",
     "u": "https://www.finseo.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Multi client AI visibility tracking",
     "u": "https://www.finseo.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Traffic Analytics, AI Search Attribution, Bot Traffic",
     "u": "https://www.finseo.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research, Query Fanouts",
     "u": "https://www.finseo.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Shopping Visibility, Ads Tracking",
     "u": "https://www.finseo.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.finseo.ai/",
   "founded": 2025,
   "founded_src": "https://www.finseo.ai/ai-agent-instructions",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.producthunt.com/products/finseo-ai/launches"
   },
   "slug": "finseo"
  },
  {
   "n": "Friction AI",
   "u": "https://www.frictionai.co/",
   "w": "Tracks which brands ChatGPT, Claude, Gemini, Perplexity and AI Overviews recommend in a category, with sources, gap analysis and content tests.",
   "w_u": "https://www.frictionai.co/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand visibility across AI answer engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews)",
     "u": "https://www.frictionai.co/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "AI source & citation tracking",
     "u": "https://www.frictionai.co/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Find out what content earns AI recommendations in your category, and where your messaging comes up short.",
     "u": "https://www.frictionai.co/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "friction AI gives agencies a platform to track, report on, and optimize AI visibility for every client.",
     "u": "https://www.frictionai.co/for-agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Content Readiness Score",
     "u": "https://www.frictionai.co/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "friction AI analyzes buyer-style shopping queries to show which brands AI recommends when customers are ready to purchase.",
     "u": "https://www.frictionai.co/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://www.frictionai.co/about",
   "founded": 2025,
   "founded_src": "https://www.frictionai.co/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.barchart.com/story/news/37251936/friction-ai-launches-ai-visibility-and-recommendation-platform-to-help-brands-get-discovered-and-recommended-by-ai"
   },
   "slug": "friction-ai"
  },
  {
   "n": "FullReach AI",
   "u": "https://fullreach.ai",
   "w": "Sells a tool that tracks brand visibility, share of voice and sentiment across AI platforms, with weekly fix lists, to brands and agencies.",
   "w_u": "https://fullreach.ai",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every prompt runs once a day on every platform, in each of its markets, in its own language.",
     "u": "https://fullreach.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor AI visibility, competitors, sentiment, recommendations and cited sources.",
     "u": "https://fullreach.ai"
    },
    "content": {
     "v": "partial",
     "q": "Publish a page that answers what hubspot.com is cited for",
     "u": "https://fullreach.ai"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI bots read your site, and what they miss",
     "u": "https://fullreach.ai"
    },
    "pr": {
     "v": "yes",
     "q": "Take part in reddit.com/r/crm , openly",
     "u": "https://fullreach.ai"
    },
    "commerce": {
     "v": "yes",
     "q": "See which of your products AI shows to buyers",
     "u": "https://fullreach.ai"
    },
    "prompts": {
     "v": "yes",
     "q": "ChatGPT and Grok report the web searches behind an answer. We show them to you.",
     "u": "https://fullreach.ai"
    },
    "agency": {
     "v": "yes",
     "q": "Track every client, and send each a monthly report with your logo",
     "u": "https://fullreach.ai"
    }
   },
   "hq": "Lithuania",
   "hq_src": "https://fullreach.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "fullreach-ai"
  },
  {
   "n": "Genrank",
   "u": "https://genrank.io/",
   "w": "AI search platform for marketing teams: tracks mentions, citations and positioning in AI answers, plus content optimization, ad monitoring and agency workspaces.",
   "w_u": "https://genrank.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Genrank supports your agency in two ways: it tracks whether a client's brand appears in AI answers, and it records how the model describes that brand relative to its competitors.",
     "u": "https://genrank.io/for-agencies"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor Citations & Sources",
     "u": "https://genrank.io/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Content Optimization Improve your website content and make your page attractive and readable to AI models.",
     "u": "https://genrank.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Genrank tracks how your clients appear in AI responses. Including separate workspaces per client, team access, downloadable reports and usage-based billing.",
     "u": "https://genrank.io/for-agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Genrank simulates how your pages are chunked, retrieved, and matched against prompts",
     "u": "https://genrank.io"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover the prompts that drive AI visibility.",
     "u": "https://genrank.io"
    },
    "commerce": {
     "v": "yes",
     "q": "See which ads are appearing for which prompts and which competitors are paying.",
     "u": "https://genrank.io"
    }
   },
   "founded": 2024,
   "founded_src": "https://genrank.io/about-genrank",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "genrank"
  },
  {
   "n": "GenSight.AI",
   "u": "https://gensight.ai/",
   "w": "Sells GEO audits that score how AI engines perceive a brand across 37 signals and give fixes to paste in, to brands and agencies.",
   "w_u": "https://gensight.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The actual Gemini, Perplexity and ChatGPT answers your score was measured from.",
     "u": "https://gensight.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources the AI cited",
     "u": "https://gensight.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fixes tagged for engineering, content, PR or comms",
     "u": "https://gensight.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers actually read your site.",
     "u": "https://gensight.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Fixes tagged for engineering, content, PR or comms",
     "u": "https://gensight.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "ProductSight audits one product at a time with a 7-signal method",
     "u": "https://gensight.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For teams running audits across a client list.",
     "u": "https://gensight.ai/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://gensight.ai/about",
   "founded": 2025,
   "founded_src": "https://uk.linkedin.com/company/gensight-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.linkedin.com/posts/gensight-ai_meet-semantic-bridging-the-architectural-activity-7450551087285129216-Xe-V"
   },
   "slug": "gensight-ai"
  },
  {
   "n": "Geoffy GEO",
   "u": "https://geoffy.ai/",
   "w": "GEO platform for ecommerce brands: tests buying questions on four AI engines, engineers product pages and structured data, and prepares outreach packs for cited sources.",
   "w_u": "https://geoffy.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A weekly AI test across ChatGPT, Perplexity, Gemini and Claude. Your rank against competitors. The sources AI cites.",
     "u": "https://geoffy.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "A weekly AI test across ChatGPT, Perplexity, Gemini and Claude. Your rank against competitors. The sources AI cites. The AI crawlers reading your pages.",
     "u": "https://geoffy.ai/"
    },
    "content": {
     "v": "yes",
     "q": "A verified answer block on every product page, with structured data, llms.txt and buying guides. On your domain.",
     "u": "https://geoffy.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "For gaps you cannot fix on your own domain, Geoffy prepares retailer listing briefs, outreach packs and authority briefs, grounded in the exact sources the AI cited. You or your agency place them.",
     "u": "https://geoffy.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "The agency platform gives you one login for every client, quick switching between clients and access for your whole team.",
     "u": "https://geoffy.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Geoffy publishes a discovery layer for your catalogue",
     "u": "https://geoffy.ai/docs"
    },
    "prompts": {
     "v": "partial",
     "q": "Get your GEO Score and the exact questions where you're invisible in AI search.",
     "u": "https://geoffy.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "The end-to-end GEO platform built only for ecommerce.",
     "u": "https://geoffy.ai/"
    }
   },
   "product": "Geoffy",
   "hq": "United Kingdom",
   "hq_src": "https://geoffy.ai/llms.txt",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/geoffy-geo_introducing-geoffy-search-is-changing-activity-7422314183272140800-q3qy",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://apps.shopify.com/geoffy"
   },
   "slug": "geoffy"
  },
  {
   "n": "GEOGrow",
   "u": "https://www.geogrow.ai/",
   "w": "Subscription platform that tracks brand presence in AI answers and runs content, citation and ChatGPT ad work, for brands and agencies.",
   "w_u": "https://www.geogrow.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt Tracking",
     "u": "https://www.geogrow.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "GEOGrow analyzes citation sources, compares you to competitors",
     "u": "https://www.geogrow.ai/solution/citations"
    },
    "content": {
     "v": "yes",
     "q": "deploy intelligent content agents",
     "u": "https://www.geogrow.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Schema and structured data enhancements",
     "u": "https://www.geogrow.ai/solution/citations"
    },
    "pr": {
     "v": "partial",
     "q": "PR and backlink outreach recommendations",
     "u": "https://www.geogrow.ai/solution/citations"
    },
    "commerce": {
     "v": "yes",
     "q": "build smarter campaigns for emerging AI advertising platforms like ChatGPT Ads",
     "u": "https://www.geogrow.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Which prompts should we target next?",
     "u": "https://www.geogrow.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage Brand Intelligence, GEO strategy, execution, reporting, and growth",
     "u": "https://www.geogrow.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://natlawreview.com/press-releases/geogrowai-unveils-next-level-ai-visibility-platform-leadscon-las-vegas",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geogrow"
  },
  {
   "n": "GEOly",
   "u": "https://www.geoly.ai",
   "w": "Daily monitoring software for brand rank, citations and AI shopping results across five AI platforms, for ecommerce brands, enterprise teams and agencies.",
   "w_u": "https://www.geoly.ai",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "see how ChatGPT, Gemini & Google AI talk about your brand: rank, Share of Model, cited sources and AI shopping cards, daily.",
     "u": "https://www.geoly.ai"
    },
    "sources": {
     "v": "yes",
     "q": "They need to see which media, reviews, communities, and owned materials AI systems keep citing",
     "u": "https://www.geoly.ai/solutions/pr-team"
    },
    "content": {
     "v": "partial",
     "q": "straight into an actionable content-gap list",
     "u": "https://www.geoly.ai/solutions/content-teams"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt, structure, and coverage diagnostics",
     "u": "https://www.geoly.ai/features/geo-audit"
    },
    "pr": {
     "v": "yes",
     "q": "GEOly audits it against AI citation data and tracks pitching status",
     "u": "https://www.geoly.ai/solutions/pr-team"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping Monitoring",
     "u": "https://www.geoly.ai"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-out Analysis",
     "u": "https://www.geoly.ai"
    },
    "agency": {
     "v": "yes",
     "q": "White-Label the Optimization Loop",
     "u": "https://www.geoly.ai/solutions/geo-agencies"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.geoly.ai/about-us",
   "founded": 2025,
   "founded_src": "https://www.geoly.ai/about-us",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://www.geoly.ai/zh/blog/geoly-ai-full-stack-generative-engine-optimization-saas-platform"
   },
   "slug": "geoly"
  },
  {
   "n": "Geonimo",
   "u": "https://geonimo.com/",
   "w": "Platform that measures AI assistant recommendations, sources, shopping slots and AI traffic, with a team that ships fixes, for brands and agencies.",
   "w_u": "https://geonimo.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Geonimo asks ChatGPT, Google AI Mode and Perplexity your buyers’ questions every day",
     "u": "https://geonimo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The pages the engines trust, and whether they name you",
     "u": "https://geonimo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Done-for-you content",
     "u": "https://geonimo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "11 AI crawlers + llms.txt analyzed in seconds",
     "u": "https://geonimo.com/"
    },
    "pr": {
     "v": "yes",
     "q": "PR opportunity ranking",
     "u": "https://geonimo.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Shopping & ads slot share",
     "u": "https://geonimo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "See the searches the engine ran under the hood",
     "u": "https://geonimo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Branded GEO reporting for agencies and consultancies",
     "u": "https://geonimo.com/pricing"
    }
   },
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/geonimo",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/geonimo_discover-geonimo-on-uneed-activity-7391762450741821440-FWIs"
   },
   "slug": "geonimo"
  },
  {
   "n": "GEOpta",
   "u": "https://geopta.com/",
   "w": "Platform that scans AI engines, scores brand visibility and deploys schema, llms.txt and FAQ fixes, for brands, SaaS companies and agencies.",
   "w_u": "https://geopta.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if AI mentions and cites your brand across ChatGPT, Claude, Perplexity, Gemini, Grok & DeepSeek",
     "u": "https://geopta.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See who AI recommends instead of you, the sources it cites, how it describes you, and exactly why rivals win.",
     "u": "https://geopta.com/"
    },
    "content": {
     "v": "yes",
     "q": "The GEO Agent generates schema, comparison pages, llms.txt & FAQs.",
     "u": "https://geopta.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — actually read your site",
     "u": "https://geopta.com/"
    },
    "pr": {
     "v": "yes",
     "q": "earn the off-site mentions (reviews, Reddit, listicles) that AI engines pull from",
     "u": "https://geopta.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "When buyers ask AI what to buy, do you show up?",
     "u": "https://geopta.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Market (AI keyword research)",
     "u": "https://geopta.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Add GEO to your service menu with Agency OS",
     "u": "https://geopta.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://geopta.com/about",
   "founded": 2026,
   "founded_src": "https://geopta.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geopta"
  },
  {
   "n": "GeoStars",
   "u": "https://geostars.com/",
   "w": "AI visibility tracking software for brands and agencies across six AI platforms, with sources, shopping tracking, bot logs and content drafts.",
   "w_u": "https://geostars.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sieh, ob ChatGPT, Gemini und Google dich empfehlen – oder deine Konkurrenz.",
     "u": "https://geostars.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Zitierungen tracken",
     "u": "https://geostars.com/"
    },
    "content": {
     "v": "yes",
     "q": "Entwürfe direkt in WordPress veröffentlichen – jeweils mit Bestätigung.",
     "u": "https://geostars.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Sieh, welche KI-Bots deine Seiten lesen.",
     "u": "https://geostars.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Welche Threads und Videos die KI in deinem Thema zitiert, wo du fehlst – mit Antwort-Entwürfen.",
     "u": "https://geostars.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Welche Produkte KI empfiehlt – zu welchem Preis und neben welcher Werbung.",
     "u": "https://geostars.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Automatische Reports in deinem Branding – für Agenturen gebaut.",
     "u": "https://geostars.com/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://geostars.com/ueber-uns/",
   "founded": 2012,
   "founded_src": "https://geostars.com/ueber-uns/",
   "read": "2026-11-02",
   "slug": "geostars"
  },
  {
   "n": "GeoSuite",
   "u": "https://trygeosuite.it",
   "w": "GEO audit platform measuring how ChatGPT, Gemini, Perplexity and Claude describe a brand, with action plans for brands, agencies and ecommerce stores.",
   "w_u": "https://trygeosuite.it",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We measure how often and how you are named.",
     "u": "https://trygeosuite.it"
    },
    "sources": {
     "v": "yes",
     "q": "Who AI recommends and which sites it cites",
     "u": "https://trygeosuite.it/pricing"
    },
    "content": {
     "v": "yes",
     "q": "What to publish, ranked by impact.",
     "u": "https://trygeosuite.it"
    },
    "technical": {
     "v": "yes",
     "q": "The free check tells you in seconds whether AI can read your site: crawlers, structured data, llms.txt and sitemap.",
     "u": "https://trygeosuite.it"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Which products AI recommends, and which it leaves out.",
     "u": "https://trygeosuite.it"
    },
    "prompts": {
     "v": "partial",
     "q": "GeoSuite gathers them in a single brain: your data, what people search and what ChatGPT, Gemini, Perplexity and Claude answer.",
     "u": "https://trygeosuite.it"
    },
    "agency": {
     "v": "yes",
     "q": "All your clients in one dashboard",
     "u": "https://trygeosuite.it"
    }
   },
   "hq": "Italy",
   "hq_src": "https://trygeosuite.it/about",
   "founded": 2026,
   "founded_src": "https://trygeosuite.it/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://it.linkedin.com/posts/geosuite_abbiamo-appena-rilasciato-il-nostro-tool-activity-7434164853155663872-4-Mi"
   },
   "slug": "geosuite"
  },
  {
   "n": "GetMentions AI",
   "u": "https://www.getmentions.ai/",
   "w": "Tracks brand visibility across up to 13 AI platforms, finds the sources shaping AI answers, and helps get the brand mentioned there, including managed placements.",
   "w_u": "https://www.getmentions.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI visibility across | ChatGPT | Gemini | AI Mode | AI Overviews | Copilot | , and | Perplexity",
     "u": "https://www.getmentions.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Analysis | Sources shaping AI answers in your space",
     "u": "https://www.getmentions.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Citation Gap Analysis ... Managed Placement Execution | 192K+ sites | Full pipeline — analytics to placement",
     "u": "https://www.getmentions.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Track AI visibility, uncover citation gaps, and manage brand mention opportunities across client portfolios from one platform.",
     "u": "https://www.getmentions.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Get your brand mentioned on the websites, editorial pages, and YouTube channels shaping AI answers",
     "u": "https://www.getmentions.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "you keep shaping it in Prompt Studio as your market moves",
     "u": "https://www.getmentions.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "The AI Ads Tracker runs your prompts on a schedule and names every advertiser that shows up",
     "u": "https://www.getmentions.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2026/04/23/3280480/0/en/getmentions-ai-launches-ai-visibility-platform-for-brand-mention-execution.html",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://www.linkedin.com/posts/getmentions-ai_getmentions-ai-is-now-live-ai-answers-are-activity-7445349576640978945-Cu7N"
   },
   "slug": "getmentions-ai"
  },
  {
   "n": "Glara",
   "u": "https://glara.ai/",
   "w": "Tracks ecommerce brands and individual products in AI answers, fixes product data and schema, and attributes AI-driven revenue.",
   "w_u": "https://glara.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Glara tracks how often your brand and your products appear in AI model answers, in every market you sell in",
     "u": "https://glara.ai/features/track"
    },
    "sources": {
     "v": "yes",
     "q": "whether an AI model named your brand or products, which competitors appeared instead, and which sources shaped the answer",
     "u": "https://glara.ai/features/track"
    },
    "content": {
     "v": "yes",
     "q": "Optimize your entire catalogue for AI search, automatically.",
     "u": "https://glara.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit posts, YouTube videos and Trustpilot reviews that AI models actually cited... Glara surfaces the threads and leaves the judgment on which ones to join with you.",
     "u": "https://glara.ai/features/diagnose"
    },
    "agency": {
     "v": "yes",
     "q": "White-label support, training, and referral commissions for agencies.",
     "u": "https://glara.ai/partners"
    },
    "technical": {
     "v": "yes",
     "q": "prioritized weekly task list across product descriptions, structured data, FAQs, and meta tags",
     "u": "https://glara.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "visibility across every major AI engine, filtered by market, time, and prompt",
     "u": "https://glara.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Get your product data ready for agentic commerce",
     "u": "https://glara.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://glara.ai/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "glara"
  },
  {
   "n": "Goodie AI",
   "u": "https://higoodie.com/",
   "w": "AEO platform that monitors brand visibility across AI search engines, analyzes citations, and runs optimization, content and outreach agents.",
   "w_u": "https://higoodie.com/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform tracks brand presence in real time, offers competitor analysis, and provides actionable content optimization recommendations.",
     "u": "https://higoodie.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Deep Citation Analysis",
     "u": "https://higoodie.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Generate AI-optimized content that maintains your brand voice",
     "u": "https://higoodie.com/"
    },
    "pr": {
     "v": "partial",
     "q": "OUTREACH AGENT",
     "u": "https://higoodie.com/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-brand and agency packages are available on Enterprise, with single and multi-brand support, pooled scale, and dedicated success.",
     "u": "https://higoodie.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Agent Analytics: Understand how AI crawlers & agents interact with your site",
     "u": "https://higoodie.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research: See the prompts your customers actually ask AI",
     "u": "https://higoodie.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Agentic Commerce Suite: Complete visibility into AI product discovery",
     "u": "https://higoodie.com/"
    }
   },
   "product": "Goodie",
   "hq": "United States",
   "hq_src": "https://higoodie.com/about",
   "founded": 2024,
   "founded_src": "https://higoodie.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "goodie"
  },
  {
   "n": "GoVISIBLE",
   "u": "https://govisible.ai/",
   "w": "GEO platform that measures brand visibility in AI engines, traces citations, prioritizes gaps and runs content workflows.",
   "w_u": "https://govisible.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Check how ChatGPT, Gemini, Copilot, and Perplexity mention your brand, track citations, and visibility gaps.",
     "u": "https://govisible.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace the citations, sources, answer patterns, and sentiment signals shaping visibility.",
     "u": "https://govisible.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Use Build Coverage to move into authority actions or Content Studio workflows with recommendations, blueprints, configurable generation, editing, export, and publishing support.",
     "u": "https://govisible.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Build coverage through content and authority actions",
     "u": "https://govisible.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Become a VISIBLE™ Partner Agency",
     "u": "https://govisible.ai/agency-partner-program/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Introducing GoVISIBLE Commerce: The AI Visibility Platform for Ecommerce",
     "u": "https://govisible.ai/blog/introducing-govisible-commerce-the-ai-visibility-platform-for-ecommerce/"
    }
   },
   "hq": "India",
   "hq_src": "https://govisible.ai/terms-and-conditions/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/govisible_vvisibileai-visibilityauditreport-socialchamps-activity-7366749439824211968-Gnbb"
   },
   "slug": "govisible"
  },
  {
   "n": "Indexable AI",
   "u": "https://indexableai.com/geo-outreach-agent/",
   "w": "Enterprise AI SEO suite of ten agents; one pitches publishers and communities to earn the mentions and links that AI answers cite.",
   "w_u": "https://indexableai.com/geo-outreach-agent/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Indexable's AI Visibility Platform monitors how your brand appears across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews.",
     "u": "https://indexableai.com/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source analysis (which pages AI models cite)",
     "u": "https://indexableai.com/ai-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "Content optimization queue ranked by AI Visibility impact",
     "u": "https://indexableai.com/ai-visibility/"
    },
    "technical": {
     "v": "yes",
     "q": "It ensures both Googlebot and AI crawlers like GPTBot and ClaudeBot can access, render, and understand every page on your domain.",
     "u": "https://indexableai.com/ai-technical-seo-agent/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Indexable optimizes your catalog for ChatGPT Shopping, Google AI Mode, and Rufus.",
     "u": "https://indexableai.com/ai-shopping-optimization/"
    }
   },
   "product": "AI Visibility Platform; AI Shopping Optimization; AI Technical SEO Agent",
   "hq": "United States",
   "hq_src": "https://indexableai.com/about-indexable-agentic-seo/",
   "founded": 2026,
   "founded_src": "https://indexableai.com/about-indexable-agentic-seo/",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "indexable-ai"
  },
  {
   "n": "Indexly",
   "u": "https://indexly.ai/",
   "w": "AI search visibility platform that tracks brand citations in AI engines and runs content, social, forum and ChatGPT-ads agents.",
   "w_u": "https://indexly.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Perplexity, Gemini & Claude cite your brand across countries and languages.",
     "u": "https://indexly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor visibility, prompts, citations, sentiment, technical readiness, and traffic from one connected workspace. ... Citations Gap Analysis",
     "u": "https://indexly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content Agents: Generate, optimize and refresh content to get cited with content calendar that runs on autopilot.",
     "u": "https://indexly.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Forum Agents: Find high-intent conversations and surface relevant leads across online communities.",
     "u": "https://indexly.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label SEO & AI Visibility Platform by Indexly – Launch Your Own Branded Platform in Weeks",
     "u": "https://indexly.ai/whitelabel"
    },
    "technical": {
     "v": "yes",
     "q": "AI Readiness Audit: Make sure your site passes every technical check AI bots need to crawl, read, and cite your pages.",
     "u": "https://indexly.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Ads Agents: Create and optimize ChatGPT ads for stronger ROAS, lower CPA and more qualified leads.",
     "u": "https://indexly.ai/"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/indexly"
   },
   "slug": "indexly"
  },
  {
   "n": "KIME",
   "u": "https://kime.ai/",
   "w": "AI search platform that tracks brands across LLMs, analyzes cited sources, suggests and executes content and outreach actions, and runs ChatGPT ads.",
   "w_u": "https://kime.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across AI models in one workspace",
     "u": "https://kime.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation tracking ... Source ... Number of mentions ... Type",
     "u": "https://kime.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Write “Best trail running shoes” article ... Optimize product page for AI search",
     "u": "https://kime.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get featured in a running blog ... Outreach · medium impact ... Execute",
     "u": "https://kime.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Every KIME agency plan includes unlimited workspaces, so you can onboard as many new clients as you want",
     "u": "https://kime.ai/agency"
    },
    "technical": {
     "v": "yes",
     "q": "AI Web Health | Check how AI-ready your website is",
     "u": "https://kime.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt | Visibility | Placement | Share of Voice | Top | Sentiment | Volume",
     "u": "https://kime.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "You can now plan and run OpenAI Ads directly through KIME.",
     "u": "https://feedback.kime.ai/changelog"
    }
   },
   "hq": "Denmark",
   "hq_src": "https://kime.ai/about",
   "founded": 2025,
   "founded_src": "https://dk.linkedin.com/company/kimeai",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "kime"
  },
  {
   "n": "KNWN",
   "u": "https://knwn.app/",
   "w": "Agent-readiness for brands: tests whether AI agents find, read, choose and buy from you; tracks AI visibility; serves AI-crawler site versions.",
   "w_u": "https://knwn.app/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Claude, Gemini and Perplexity describe your brand, which prompts you win, and where competitors show up instead.",
     "u": "https://knwn.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Organize prompts, sources and comparison context ... EvidenceCitation sources",
     "u": "https://knwn.app/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Serve AI crawlers a clean, synchronized version of your site at the same URL.",
     "u": "https://knwn.app/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For teams managing multiple client brands, review the agency workflow and discuss reporting or white-label requirements.",
     "u": "https://knwn.app/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "DualWeb makes sure AI crawlers can read your site.",
     "u": "https://knwn.app"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AI agents now research, compare and buy on a shopper's behalf. KNWN tests what they see on your site, whether they choose you",
     "u": "https://knwn.app"
    }
   },
   "product": "KNWN Visibility; DualWeb; Agent Diagnostic",
   "hq": "United States",
   "hq_src": "https://knwn.app/terms",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "knwn"
  },
  {
   "n": "Lens GEO",
   "u": "https://geo.timus.cn/",
   "w": "GEO monitoring platform for brands on Chinese AI engines with evidence-based writing, media distribution channels and shopping card tracking.",
   "w_u": "https://geo.timus.cn/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "中立账号每天模拟真实用户提问，覆盖 8 大主流 AI 引擎端",
     "u": "https://geo.timus.cn/"
    },
    "sources": {
     "v": "yes",
     "q": "看清 AI 答案背后引用了哪些站点与内容",
     "u": "https://geo.timus.cn/"
    },
    "content": {
     "v": "yes",
     "q": "写成 AI 愿意引用的答案",
     "u": "https://geo.timus.cn/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "15万+渠道筛选，一键发布",
     "u": "https://geo.timus.cn/"
    },
    "commerce": {
     "v": "yes",
     "q": "电商版把这个离成交最近的卡位纳入监控",
     "u": "https://geo.timus.cn/"
    },
    "prompts": {
     "v": "yes",
     "q": "挖出值得监控的新问题",
     "u": "https://geo.timus.cn/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency 工作台支持多品牌统一管理",
     "u": "https://geo.timus.cn/"
    }
   },
   "hq": "China",
   "hq_src": "https://geo.timus.cn/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://m.tech.china.com/hea/articles/20260306/202603061820445.html"
   },
   "slug": "lens-geo"
  },
  {
   "n": "LLM Pulse",
   "u": "https://llmpulse.ai/",
   "w": "AI search visibility and reputation platform: prompt tracking across many AI models, citation sources, Reddit intelligence, GEO writer, white label.",
   "w_u": "https://llmpulse.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt Tracking ... Track your brand in AI answers",
     "u": "https://llmpulse.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Sources ... Source Intelligence",
     "u": "https://llmpulse.ai/"
    },
    "content": {
     "v": "yes",
     "q": "GEO Writer ... GEO Optimization ... Create content AI cites",
     "u": "https://llmpulse.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Grow off-site mentions ... Off-Page Teams ... Reddit Intelligence",
     "u": "https://llmpulse.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label ... Branded platform for agencies ... Book a white-label demo",
     "u": "https://llmpulse.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Agent Analytics | AI Crawler Index | Live web crawler activity trends | Robots.txt Checker | llms.txt Generator",
     "u": "https://llmpulse.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research | AI Prompt Suggestions",
     "u": "https://llmpulse.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Shopping | App Tracking | AI Paid Ads | Win AI shopping recommendations",
     "u": "https://llmpulse.ai/"
    }
   },
   "hq": "Spain",
   "hq_src": "https://llmpulse.ai/legal-notice",
   "founded": 2025,
   "founded_src": "https://es.linkedin.com/company/llm-pulse",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://llmpulse.ai/blog/hello-world/"
   },
   "slug": "llm-pulse"
  },
  {
   "n": "Llumo",
   "u": "https://www.llumohq.com/",
   "w": "Bring your own key AI visibility tracker for brands and agencies, with managed AEO, listicle and AI advertising services.",
   "w_u": "https://www.llumohq.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Per-prompt visibility scores across every model, with competitor trend lines.",
     "u": "https://www.llumohq.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find which domains AI cites most, and where your brand is missing.",
     "u": "https://www.llumohq.com/"
    },
    "content": {
     "v": "partial",
     "q": "Improve your visibility with managed AI search optimisation.",
     "u": "https://www.llumohq.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Get featured in key listicles",
     "u": "https://www.llumohq.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Reach buyers across AI platforms",
     "u": "https://www.llumohq.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "We are going deeper into prompt-level responses and the query fan-out that sits behind an answer.",
     "u": "https://www.llumohq.com/about"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client visibility tracking",
     "u": "https://www.llumohq.com/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.llumohq.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://finance.yahoo.com/technology/ai/articles/llumo-launches-free-ai-visibility-135600689.html"
   },
   "slug": "llumo"
  },
  {
   "n": "Lumen",
   "u": "https://www.lumenuse.com/",
   "w": "AI visibility tracking, content, crawler analytics, prompt volumes and ChatGPT Shopping tracking software for brands and agencies.",
   "w_u": "https://www.lumenuse.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often your brand appears in AI answers.",
     "u": "https://www.lumenuse.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find out which websites drive AI answers about you.",
     "u": "https://www.lumenuse.com/"
    },
    "content": {
     "v": "yes",
     "q": "Find trending topics and content gaps to create high-impact content.",
     "u": "https://www.lumenuse.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Track when, how often, and which AI bots access your content.",
     "u": "https://www.lumenuse.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Outreach Opportunities: Discover partnership and collaboration opportunities to expand reach.",
     "u": "https://www.lumenuse.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Optimize your product feed for AI-driven search.",
     "u": "https://www.lumenuse.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover the volume of AI search queries for a given keyword in a location and language.",
     "u": "https://www.lumenuse.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For large companies and agencies building and orchestrating AEO marketing campaigns",
     "u": "https://www.lumenuse.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.lumenuse.com/terms-and-conditions.html",
   "read": "2026-11-02",
   "slug": "lumen"
  },
  {
   "n": "Lumentir",
   "u": "https://www.lumentir.com/",
   "w": "AI visibility analytics platform showing mentions, citations, real prompts, shopping results and AI traffic, for brands, SEO and PR agencies.",
   "w_u": "https://www.lumentir.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer Insights shows you how and where you are mentioned and cited in AI responses",
     "u": "https://www.lumentir.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the most valuable sources to be featured on",
     "u": "https://www.lumentir.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate Content",
     "u": "https://www.lumentir.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Lumentir tracks when AI models crawl and analyze your pages.",
     "u": "https://www.lumentir.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Earn authoritative backlinks through media opportunities",
     "u": "https://www.lumentir.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Understand how AI shopping assistants like ChatGPT and Perplexity discover, compare, and recommend products.",
     "u": "https://www.lumentir.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "continuous stream of prompts from our panel of thousands of people worldwide, including estimated monthly search volume and difficulty",
     "u": "https://www.lumentir.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Offer AI search analytics fully white-label.",
     "u": "https://www.lumentir.com/"
    }
   },
   "product": "Answer Insights",
   "hq": "Netherlands",
   "hq_src": "https://www.abnewswire.com/pressreleases/lumentir-makes-clickthrough-measurable-in-ai-visibility-tracking_793858.html",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/lumentir",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "lumentir"
  },
  {
   "n": "MaximusLabs",
   "u": "https://www.maximuslabs.ai/",
   "w": "Sells B2B SaaS and AI companies full-service GEO agency plans and Max Visibility, self-serve software that tracks AI answers.",
   "w_u": "https://www.maximuslabs.ai/pricing",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility, position, sentiment and sources across five AI models, every day",
     "u": "https://www.maximuslabs.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "which sources they cite",
     "u": "https://www.maximuslabs.ai/max-visibility"
    },
    "content": {
     "v": "yes",
     "q": "GEO, AEO and B2B SEO pages written by strategists",
     "u": "https://www.maximuslabs.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Technical SEO, schema and AI crawler access",
     "u": "https://www.maximuslabs.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Earned mentions: PR, reviews, listicles and communities",
     "u": "https://www.maximuslabs.ai/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Agentic commerce optimization for AI shopping agents",
     "u": "https://www.maximuslabs.ai/pricing"
    },
    "prompts": {
     "v": "yes",
     "q": "See what each model searched for before it answered.",
     "u": "https://www.maximuslabs.ai/max-visibility"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.maximuslabs.ai/",
   "read": "2026-11-02",
   "slug": "maximuslabs-max-visibility"
  },
  {
   "n": "Maya AI",
   "u": "https://withmaya.ai/",
   "w": "AI visibility platform for brands and agencies that tracks mentions, citations and competitors across AI answers and audits sites for AI agents.",
   "w_u": "https://withmaya.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and competitors across ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://withmaya.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the pages and conversations shaping AI answers.",
     "u": "https://withmaya.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Find the content gaps between your brand and the brands being recommended.",
     "u": "https://withmaya.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "We evaluate robots.txt, llms.txt, structured data, schema, pricing visibility, canonical setups, product feeds",
     "u": "https://withmaya.ai/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Connect AI advertising with outcomes.",
     "u": "https://withmaya.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Track the prompts your customers ask.",
     "u": "https://withmaya.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can use Maya to bring AI search intelligence into their work across client accounts.",
     "u": "https://withmaya.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/withmaya",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "maya-ai"
  },
  {
   "n": "Meikai",
   "u": "https://www.meikai.ai/",
   "w": "Enterprise GEO platform for AI visibility, citation tracking, site audits, product tracking, optimisation workflows and ChatGPT ad planning.",
   "w_u": "https://www.meikai.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "brand visibility, citations and recommendations are tracked continuously across ChatGPT",
     "u": "https://www.meikai.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "understand brand perception and citation sources",
     "u": "https://www.meikai.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "It carries a draft content block, the questions to answer as a FAQ, suggested meta title and description",
     "u": "https://www.meikai.ai/solutions/optimisation"
    },
    "technical": {
     "v": "yes",
     "q": "monitor verified AI crawler visits from CDN logs with no on-site script",
     "u": "https://www.meikai.ai/solutions/site-scanner"
    },
    "pr": {
     "v": "yes",
     "q": "named publisher targets for earned media",
     "u": "https://www.meikai.ai/solutions/optimisation"
    },
    "commerce": {
     "v": "yes",
     "q": "Shopping results are collected from ChatGPT, Google AI Mode, and Google AI Overviews.",
     "u": "https://www.meikai.ai/solutions/product-tracker"
    },
    "prompts": {
     "v": "yes",
     "q": "Meikai identifies the prompts and themes where your brand is absent before competitors fill that gap.",
     "u": "https://www.meikai.ai/solutions/trend-explorer"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.meikai.ai/privacy-policy",
   "read": "2026-11-02",
   "slug": "meikai"
  },
  {
   "n": "MentionFlow",
   "u": "https://mentionflow.ai/",
   "w": "Tracks brand mentions and citations in AI assistants, with crawler analytics, content drafts and client reports, for businesses and agencies.",
   "w_u": "https://mentionflow.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand in ChatGPT, Perplexity, Gemini and Google AI answers.",
     "u": "https://mentionflow.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find reviews, articles and forum posts that AI links to, including those that mention competitors but leave you out.",
     "u": "https://mentionflow.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get researched briefs and drafts for topics your site is missing, ready for your team to review.",
     "u": "https://mentionflow.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Are AI bots reading your site? See what they visit and spot access problems that need fixing.",
     "u": "https://mentionflow.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Backlinks marketplace",
     "u": "https://mentionflow.ai/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Catalog auto-import from your store · Google Merchant Center or CSV, for AI Shopping",
     "u": "https://mentionflow.ai/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Fan-out generator",
     "u": "https://mentionflow.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "unlimited client projects, pitch projects for prospects, white-label reports, per-project client access, every seat included.",
     "u": "https://mentionflow.ai/pricing"
    }
   },
   "hq": "Bulgaria",
   "hq_src": "https://bg.linkedin.com/company/digital-apollo",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/feed/update/urn:li:activity:7497654408395153408"
   },
   "slug": "mentionflow"
  },
  {
   "n": "MentionLab",
   "u": "https://www.mentionlab.io/",
   "w": "AI listening platform that runs customer prompts across AI engines and reports brand mentions, sources and content gaps, for brands and agencies.",
   "w_u": "https://www.mentionlab.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It runs the prompts your customers type, shows where AI picks you or a competitor",
     "u": "https://www.mentionlab.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Domains citing your rivals but never you, ranked by how often engines read them.",
     "u": "https://www.mentionlab.io/"
    },
    "content": {
     "v": "yes",
     "q": "Turn a losing answer into a content brief for the page that should be cited.",
     "u": "https://www.mentionlab.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Prove impact, target the sources that flip answers.",
     "u": "https://www.mentionlab.io/"
    },
    "commerce": {
     "v": "yes",
     "q": "Product mention rate inside shopping units on each supported engine",
     "u": "https://www.mentionlab.io/"
    },
    "prompts": {
     "v": "partial",
     "q": "Surface valuable queries you are not tracking yet, without duplicating coverage.",
     "u": "https://www.mentionlab.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Add AI Listening to your offer with the platform, ready-made demos and sector barometers.",
     "u": "https://www.mentionlab.io/"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://www.linkedin.com/posts/mentionlab_introducing-ai-visibility-ai-listening-activity-7472993870046482432-MWHL",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/mentionlab_introducing-ai-visibility-ai-listening-activity-7472993870046482432-MWHL",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-04",
    "src": "https://www.mm.be/news-nl-84035-mentionlab-positioneert-zich-in-geo"
   },
   "slug": "mentionlab"
  },
  {
   "n": "Naia",
   "u": "https://naia.today/",
   "w": "GEO platform for Brazilian brands and agencies that tracks AI answers and supports content, technical SEO, link prospecting and AI shopping visibility.",
   "w_u": "https://naia.today/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare sua marca com concorrentes nas perguntas relevantes e acompanhe o histórico da presença nas respostas.",
     "u": "https://naia.today/"
    },
    "sources": {
     "v": "yes",
     "q": "Separe a participação da sua marca, dos concorrentes e de terceiros.",
     "u": "https://naia.today/"
    },
    "content": {
     "v": "yes",
     "q": "Gere conteúdo com o contexto da marca, revise cada peça",
     "u": "https://naia.today/"
    },
    "technical": {
     "v": "yes",
     "q": "A auditoria técnica reúne sinais de rastreamento, indexação e dados estruturados",
     "u": "https://naia.today/"
    },
    "pr": {
     "v": "yes",
     "q": "O Link Building aponta sites e pautas para orientar a prospecção e o relacionamento conduzidos pela sua equipe.",
     "u": "https://naia.today/"
    },
    "commerce": {
     "v": "yes",
     "q": "Veja como seus produtos entram nas respostas de compra.",
     "u": "https://naia.today/"
    },
    "prompts": {
     "v": "partial",
     "q": "Descubra as perguntas que definem a disputa.",
     "u": "https://naia.today/"
    },
    "agency": {
     "v": "yes",
     "q": "Programa para agências com onboarding, operação multi-cliente e relatórios co-branded.",
     "u": "https://naia.today/agencias"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://naia.today/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "naia"
  },
  {
   "n": "OnlyAEO",
   "u": "https://onlyaeo.com/",
   "w": "AEO platform that tracks AI answers and creates articles, videos and third party mentions for brands, run by the client or the vendor team.",
   "w_u": "https://onlyaeo.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every answer that mentions you",
     "u": "https://onlyaeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "ranks the third-party sites AI cites where the brand is missing",
     "u": "https://onlyaeo.com/about"
    },
    "content": {
     "v": "yes",
     "q": "Researched, fact-checked answers to the questions your buyers ask AI, in your voice and your site's design.",
     "u": "https://onlyaeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Shows which AI crawlers read which pages",
     "u": "https://onlyaeo.com/about"
    },
    "pr": {
     "v": "yes",
     "q": "Reviews, listings, forums and the publications AI already reads in your category, earned for you.",
     "u": "https://onlyaeo.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Win the AI shopping shelf",
     "u": "https://onlyaeo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "The AEO platform that finds the questions buyers ask AI",
     "u": "https://onlyaeo.com/about"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://onlyaeo.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "onlyaeo"
  },
  {
   "n": "OptimizeGEO.ai",
   "u": "https://www.optimizegeo.ai/",
   "w": "AI visibility platform: tracks visibility, sentiment and citations across LLMs, with content agents, media outreach, commerce data and LLM ads.",
   "w_u": "https://www.optimizegeo.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility score, share of voice, sentiment, citations, and prompt performance across AI platforms, refreshed weekly.",
     "u": "https://www.optimizegeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Where you appear, how often, how accurately, and who gets cited instead",
     "u": "https://www.optimizegeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "OptimizeGEO's content agents generate articles, FAQs, comparison pages, and category guides structured for LLMs to read and cite.",
     "u": "https://www.optimizegeo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Targeted media outreach placed a North America adventure travel brand at the top of AI-generated recommendations in their category.",
     "u": "https://www.optimizegeo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies [price] /month",
     "u": "https://www.optimizegeo.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Content, Technical, Off Asset execution built from real AI queries",
     "u": "https://www.optimizegeo.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Track visibility score, share of voice, sentiment, citations, and prompt performance across AI platforms",
     "u": "https://www.optimizegeo.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Track AI results down to the SKU level, see exactly which products AI engines recommend",
     "u": "https://www.optimizegeo.ai/"
    }
   },
   "product": "OptimizeGEO",
   "hq": "United States",
   "hq_src": "https://www.finsmes.com/2026/10/optimizegeo-closes-funding.html",
   "founded": 2025,
   "founded_src": "https://wisevoter.com/world/2026/09/22/optimizegeo-ai-search-visibility",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/kirthiga_producthunt-aisearch-generativeai-activity-7460591685534654464-ipgS"
   },
   "slug": "optimizegeo"
  },
  {
   "n": "Opttab",
   "u": "https://opttab.com/",
   "w": "AI visibility and agentic commerce platform: tracks mentions and citations, generates content and runs GEO actions.",
   "w_u": "https://opttab.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand's AI visibility across multiple AI models, compare yourself against your competitors, see sentiment and share of citations details.",
     "u": "https://opttab.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand which citations drive visibility, discover what content gets recommended and optimize your pages/content to get more citations.",
     "u": "https://opttab.com/"
    },
    "content": {
     "v": "yes",
     "q": "GEO/AEO ready and humanized content at scale",
     "u": "https://opttab.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Guest post outreach",
     "u": "https://opttab.com/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can manage multiple client projects under one bundle, with centralized billing and flexible prompt allocation.",
     "u": "https://opttab.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI search visibility, citations, crawler logs, and visitor analytics",
     "u": "https://opttab.com/pricing/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volume",
     "u": "https://opttab.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Commerce",
     "u": "https://opttab.com/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://opttab.com/terms/",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/opttab",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://opttab.com/about-us/"
   },
   "slug": "opttab"
  },
  {
   "n": "Orchly",
   "u": "https://orchly.ai/",
   "w": "Agentic AI search visibility platform tracking Google and AI answers, with agents that write content, fix pages and run outreach.",
   "w_u": "https://orchly.ai/llms.txt",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "brand visibility, share of voice, sentiment, position and citations across AI engines, grouped by topic and prompt",
     "u": "https://orchly.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "which pages AI engines cite, split by owner, domain, site type and content type",
     "u": "https://orchly.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "The Content Agent researches, writes and refreshes articles from your brand kit, and publishes to WordPress, Webflow, Framer, Sanity or Ghost after review or on autopilot.",
     "u": "https://orchly.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "finds link opportunities from AI citations and competitor backlinks, writes personalized outreach, follows up until a reply, and drafts replies to Reddit threads AI engines cite",
     "u": "https://orchly.ai/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies running many clients: one workspace per client, white-label reports, pitch reports for prospects",
     "u": "https://orchly.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI Traffic Analytics: Visits and crawls from AI engines",
     "u": "https://orchly.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out Analysis: The searches AI runs behind a prompt",
     "u": "https://orchly.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Shopping Visibility: Your products in AI shopping answers",
     "u": "https://orchly.ai/"
    }
   },
   "product": "Orchly AI",
   "founded": 2025,
   "founded_src": "https://orchly.ai/about/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "orchly-ai"
  },
  {
   "n": "Otterly.ai",
   "u": "https://otterly.ai/",
   "w": "Otterly.ai sells AI search analytics to marketing teams. It tracks brand mentions, citations and sentiment in ChatGPT, Google AI Overviews, Perplexity and Copilot, with Gemini and Claude as add-ons. Reports show how often AI answers cite the brand, its average position and its share of AI voice.",
   "w_u": "https://otterly.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand and website visibility across every major AI search engine. ... ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot, and Claude.",
     "u": "https://otterly.ai/features/"
    },
    "sources": {
     "v": "yes",
     "q": "Every domain and URL cited in AI answers, checked daily, with link-position changes over time.",
     "u": "https://otterly.ai/features/"
    },
    "content": {
     "v": "yes",
     "q": "Tells you what to fix. Crawlability checks, content audits, and prioritized GEO recommendations.",
     "u": "https://otterly.ai/features/"
    },
    "pr": {
     "v": "partial",
     "q": "AI search engines trust what the web says about you. Build presence across the sources they cite most - PR, earned media, Reddit, Wikipedia, and social.",
     "u": "https://otterly.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple brands and clients under one subscription.",
     "u": "https://otterly.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI agents visit your website. Track OAI-SearchBot, ChatGPT-User, PerplexityBot, Gemini, Copilot and AI-referred visitors hitting your pages.",
     "u": "https://otterly.ai/features/agent-analytics"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out view: see every sub-query an engine spins up from one prompt",
     "u": "https://otterly.ai/features/prompt-research"
    },
    "commerce": {
     "v": "yes",
     "q": "Track and analyze ads and shopping card appearances on ChatGPT.",
     "u": "https://otterly.ai/features"
    }
   },
   "product": "OtterlyAI",
   "hq": "Austria",
   "hq_src": "https://otterly.ai/imprint",
   "founded": 2024,
   "founded_src": "https://otterly.ai/about",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2024-10",
    "src": "https://otterly.ai/about"
   },
   "slug": "otterly-ai"
  },
  {
   "n": "Outercite",
   "u": "https://outercite.com/",
   "w": "Monitors what nine AI platforms say about a business, proposes ranked changes and tracks the lift, for brands, agencies and enterprises.",
   "w_u": "https://outercite.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare answers across nine AI platforms",
     "u": "https://outercite.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Inspect original answers, citations and sources",
     "u": "https://outercite.com/"
    },
    "content": {
     "v": "yes",
     "q": "The page to update, what to write and why it matters, ranked so you know where to start.",
     "u": "https://outercite.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Get into the Perth studio roundups AI cites",
     "u": "https://outercite.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Track products in high-intent AI answers",
     "u": "https://outercite.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run a clear AI visibility programme across client accounts",
     "u": "https://outercite.com/"
    }
   },
   "hq": "Australia",
   "hq_src": "https://outercite.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/ben-kosterich_outercite-ai-activity-7466000770094755841-PU9y"
   },
   "slug": "outercite"
  },
  {
   "n": "PageRank AI",
   "u": "https://www.pagerank.ai/",
   "w": "Shopify app and managed enterprise program that raises brand mentions and citations in ChatGPT and Gemini answers for ecommerce brands.",
   "w_u": "https://www.pagerank.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT and Gemini AI visibility tracking",
     "u": "https://www.pagerank.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citation optimization",
     "u": "https://www.pagerank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content creation for high-probability citation improvements",
     "u": "https://www.pagerank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Automated schema + FAQ + metadata pipeline",
     "u": "https://www.pagerank.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Agentic protocol readiness by an industry expert",
     "u": "https://www.pagerank.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://apps.shopify.com/pagerank",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://apps.shopify.com/pagerank"
   },
   "slug": "pagerank-ai"
  },
  {
   "n": "Parsnipp",
   "u": "https://parsnipp.com/",
   "w": "AI search marketing platform for brands covering AEO and GEO visibility, agentic commerce and LLM ads, with hourly services.",
   "w_u": "https://parsnipp.com/aeo-geo/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure and improve your brand's visibility across ChatGPT, Gemini, Claude, Grok, and Muse.",
     "u": "https://parsnipp.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the sources that shape AI answers, then earn your place in them.",
     "u": "https://parsnipp.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content, technical and outreach fixes, ranked by impact and ready to ship.",
     "u": "https://parsnipp.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Investigate your marketing tech & content to optimize for AI Search",
     "u": "https://parsnipp.com/aeo-geo/"
    },
    "pr": {
     "v": "partial",
     "q": "Content, technical and outreach fixes, ranked by impact and ready to ship.",
     "u": "https://parsnipp.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Connect your product feed and monitor catalog performance across platforms",
     "u": "https://parsnipp.com/agentic-commerce/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt intelligence",
     "u": "https://parsnipp.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies and global businesses.",
     "u": "https://parsnipp.com/pricing/"
    }
   },
   "hq": "United States",
   "hq_src": "https://parsnipp.com/about/",
   "founded": 2025,
   "founded_src": "https://parsnipp.com/about/",
   "read": "2026-11-02",
   "slug": "parsnipp"
  },
  {
   "n": "Peec AI",
   "u": "https://peec.ai/",
   "w": "Peec AI sells AI search analytics to brands. It tracks brand visibility, sentiment and cited sources every day across ChatGPT, Gemini, Perplexity and AI Overviews. Its Actions feature turns that data into a list of journalists to pitch and relationships to build.",
   "w_u": "https://peec.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI search analytics for marketing teams",
     "u": "https://peec.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find Key Sources",
     "u": "https://peec.ai/"
    },
    "content": {
     "v": "yes",
     "q": "For feature pages, articles, and listicles, you can also use content optimization to work through suggested changes directly in Peec. ... The redesigned actions experience and Peec Agent are available across Peec plans starting today.",
     "u": "https://peec.ai/blog/turn-opportunities-into-impact-with-peec-agent-and-actions"
    },
    "pr": {
     "v": "partial",
     "q": "Consider placing a story via digital PR",
     "u": "https://peec.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Run every client from one account, with automated weekly reporting and dashboards in your own branding.",
     "u": "https://peec.ai/for-agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Which AI bots your robots.txt allows, partially allows, or blocks, across 40+ bots.",
     "u": "https://peec.ai/pricing"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt volume: Relative demand for the topic behind each tracked prompt, scored 1–5.",
     "u": "https://peec.ai/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Shopping source visibility: Domains and URLs AI retrieved when recommending a product.",
     "u": "https://peec.ai/pricing"
    }
   },
   "hq": "Germany",
   "hq_src": "https://peec.ai/legal/imprint",
   "founded": 2025,
   "founded_src": "https://peec.ai/ai-instructions",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-02",
    "src": "https://peec.ai/blog/we-raised-21m-series-a-to-help-brands-win-in-ai-search"
   },
   "slug": "peec-ai"
  },
  {
   "n": "PingAura",
   "u": "https://www.pingaura.ai/",
   "w": "AEO platform for enterprise marketing teams that tracks AI engine visibility, audits sites, publishes articles, attributes AI traffic and manages ChatGPT Ads.",
   "w_u": "https://www.pingaura.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility, share of voice and competitors across AI engines in one place.",
     "u": "https://www.pingaura.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources shape AI answers and where your citations are missing.",
     "u": "https://www.pingaura.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get recommendations to improve your content, schema and entity signals for AI.",
     "u": "https://www.pingaura.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit your site for AI readiness: crawlability, structured data and technical blockers.",
     "u": "https://www.pingaura.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "How Reddit presence drives AI citations and brand recommendations across ChatGPT, Gemini, and Perplexity",
     "u": "https://www.pingaura.ai/llms.txt"
    },
    "commerce": {
     "v": "yes",
     "q": "See live ChatGPT Ads spend, CTR and CPC, and pause, edit or create campaigns from chat.",
     "u": "https://www.pingaura.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find high-intent prompts and see how one query fans out across AI journeys.",
     "u": "https://www.pingaura.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.pingaura.ai/about",
   "read": "2026-11-02",
   "slug": "pingaura"
  },
  {
   "n": "Profound",
   "u": "https://www.tryprofound.com/",
   "w": "Profound sells AI search visibility tracking to marketing teams, now packaged as an AI Marketer. It analyzes real AI conversations to show what buyers ask and whether AI answers cite the brand. Its agents draft content, ads and correction emails to reporters who repeat outdated claims, all for approval.",
   "w_u": "https://www.tryprofound.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand brand sentiment in Answer Engines. Scan millions of conversations to understand brand perception.",
     "u": "https://www.tryprofound.com/solutions/pr-teams"
    },
    "sources": {
     "v": "yes",
     "q": "See which domains are cited when your brand is mentioned by AI",
     "u": "https://www.tryprofound.com/solutions/pr-teams"
    },
    "content": {
     "v": "yes",
     "q": "Rewrites pages with citation decay and stages them in your CMS. Builds the pages for questions you have no answer for.",
     "u": "https://www.tryprofound.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Traces inaccurate claims back to the publishers repeating them, drafts a personalized correction for each one, and tracks which ones actually updated.",
     "u": "https://www.tryprofound.com/"
    },
    "agency": {
     "v": "yes",
     "q": "The self-serve Agency Growth plan comes with 400 credits per month per client workspace.",
     "u": "https://www.tryprofound.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Track when, how often, and which AI bots access your content.",
     "u": "https://www.tryprofound.com/features/agent-analytics"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volumes gives you the exact keyword volumes, topic trends, and intent signals driving conversations across AI platforms.",
     "u": "https://www.tryprofound.com/features/prompt-volumes"
    },
    "commerce": {
     "v": "yes",
     "q": "Discover how ChatGPT is recommending, describing, and placing your products.",
     "u": "https://www.tryprofound.com/features/shopping"
    }
   },
   "product": "Answer Engine Insights",
   "hq": "United States",
   "hq_src": "https://www.tryprofound.com/newsroom/profound-raises-usd180m-series-d-at-usd1-8b-valuation-to-build-the-ai-platform-for-marketing-teams",
   "founded": 2024,
   "founded_src": "https://www.tryprofound.com/blog/profound-seed-round",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "profound"
  },
  {
   "n": "Prominence AI by Miraiku",
   "u": "https://prominenceai.io/",
   "w": "Prominence AI sells brands and agencies tracking of how AI engines describe them, the sources behind answers, sponsored placements and audits.",
   "w_u": "https://prominenceai.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Share of Answer, Share of Mention and average position across models, segments and time.",
     "u": "https://prominenceai.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The domains and URLs AI models use to answer",
     "u": "https://prominenceai.io/"
    },
    "content": {
     "v": "yes",
     "q": "Semantic coverage and content gaps for any URL",
     "u": "https://prominenceai.io/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Readiness Audit & Playbook: A site-wide audit with a custom implementation playbook",
     "u": "https://prominenceai.io/"
    },
    "pr": {
     "v": "partial",
     "q": "The creators and channels that shape AI answers",
     "u": "https://prominenceai.io/"
    },
    "commerce": {
     "v": "yes",
     "q": "Sponsored placements inside ChatGPT answers",
     "u": "https://prominenceai.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Explorer: Every AI response, tracked prompt by prompt across models",
     "u": "https://prominenceai.io/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label options",
     "u": "https://prominenceai.io/"
    }
   },
   "product": "Prominence AI",
   "hq": "Spain",
   "hq_src": "https://prominenceai.io/about",
   "founded": 2025,
   "founded_src": "https://prominenceai.io/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-01",
    "src": "https://prominenceai.io/about"
   },
   "slug": "prominence-ai-by-miraiku"
  },
  {
   "n": "Radarkit AI",
   "u": "https://radarkit.ai/",
   "w": "AI search tracking tool for brand, local, shopping and ad visibility, with agents for content, outreach and Reddit.",
   "w_u": "https://radarkit.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We open ChatGPT and other AI chat interfaces like a real customer, ask your prompts, and record every answer about you and your competitors.",
     "u": "https://radarkit.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation and source analysis, including tracking of specific pages (Page Radar)",
     "u": "https://radarkit.ai/terms"
    },
    "content": {
     "v": "yes",
     "q": "Built from Google SERP + AI citation data. The Content Agent optimizes for entities, gaps, and citations - WordPress ready.",
     "u": "https://radarkit.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Content, Outreach, Reddit and Plan agents take what RadarKit finds and do the work: drafts, pitches and replies for the prompts where AI recommends a competitor instead of you.",
     "u": "https://radarkit.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Yes. Branded PDF reports, Client Portal, multi-project tracking, and AI visibility insights ready to share with clients.",
     "u": "https://radarkit.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Track traffic from LLM referrals",
     "u": "https://radarkit.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Is query fanout supported? | Yes. Captured live from real browser prompts",
     "u": "https://radarkit.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Shopping Radar | Products AI shows for your prompts",
     "u": "https://radarkit.ai/"
    }
   },
   "product": "Radarkit",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "radarkit"
  },
  {
   "n": "Rankscale",
   "u": "https://rankscale.ai/",
   "w": "Rankscale sells AI visibility tracking to brands and agencies. It monitors brand mentions across many AI engines, including ChatGPT, Perplexity and Gemini. Reports track citations, sentiment, competitors and AI shopping placements as a visibility score over time, and an MCP server lets AI assistants use the account.",
   "w_u": "https://rankscale.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankscale tracks brand visibility across 17+ engines, including ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews",
     "u": "https://rankscale.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover where AI search engines cite your brand. Monitor citation frequency across all supported AI models.",
     "u": "https://rankscale.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Break down AI readiness score by priority factors. Audit AI bot crawlability, site hierarchy, and technical SEO signals.",
     "u": "https://rankscale.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Yes, Rankscale is specifically designed for agencies and enterprises managing multiple brands.",
     "u": "https://rankscale.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit AI bot crawlability, site hierarchy, and technical SEO signals",
     "u": "https://rankscale.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Estimate prompt volume through semantic reconstruction, not a black-box panel number nobody can verify",
     "u": "https://rankscale.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "See shopping items and sponsored placements in AI answers",
     "u": "https://rankscale.ai/"
    }
   },
   "hq": "Austria",
   "hq_src": "https://rankscale.ai/imprint",
   "founded": 2024,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "rankscale"
  },
  {
   "n": "Rankshift",
   "u": "https://www.rankshift.ai/",
   "w": "AI visibility tracking tool that benchmarks brands across AI search engines, with citation tracking and content briefs.",
   "w_u": "https://www.rankshift.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyze and grow brand visibility in AI answers across ChatGPT, Gemini, Claude and many other AI search engines. Track performance, benchmark competitors",
     "u": "https://www.rankshift.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI citation tracking",
     "u": "https://www.rankshift.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Generate briefs based on the prompts and structures most likely to earn citations.",
     "u": "https://www.rankshift.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "agency workspace, 6 client projects",
     "u": "https://www.rankshift.ai/agency/"
    },
    "technical": {
     "v": "yes",
     "q": "See in real time when AI crawlers from ChatGPT, Claude, and others read your pages.",
     "u": "https://www.rankshift.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Brands and agencies track nine AI engines, and work from an Action Center, Agent Analytics and ChatGPT ads tracking.",
     "u": "https://www.rankshift.ai/about/"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://www.rankshift.ai/about/",
   "founded": 2025,
   "founded_src": "https://www.rankshift.ai/about/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rankshift"
  },
  {
   "n": "Refine AI",
   "u": "https://getrefine.ai/",
   "w": "Platform that tracks brands in ChatGPT, Claude, Gemini and Perplexity and publishes content to get cited, for B2B teams and agencies.",
   "w_u": "https://getrefine.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Refine tracks how often your brand appears in the answers to those prompts, every day, on each engine your plan covers.",
     "u": "https://getrefine.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "the AI relies on when it names someone else",
     "u": "https://getrefine.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Then it writes and publishes the content that changes the answer.",
     "u": "https://getrefine.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "checks that AI crawlers can read your site",
     "u": "https://getrefine.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "It also drafts replies for the Reddit threads AI quotes.",
     "u": "https://getrefine.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Product pages AI can read: Product schema, FAQs, specs as text",
     "u": "https://getrefine.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "finds the prompts your buyers actually ask",
     "u": "https://getrefine.ai/about"
    },
    "agency": {
     "v": "yes",
     "q": "It is used by growth, marketing and SEO teams at B2B companies, and by agencies running GEO for their clients.",
     "u": "https://getrefine.ai/about"
    }
   },
   "hq": "France",
   "hq_src": "https://getrefine.ai/about",
   "founded": 2026,
   "founded_src": "https://getrefine.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "refine-ai"
  },
  {
   "n": "ResonanceMetrics",
   "u": "https://www.resonancemetrics.com/en",
   "w": "GEO platform plus advisory for e-commerce: maps AI mentions, sentiment and cited sources, then builds an action plan and product-page optimization.",
   "w_u": "https://www.resonancemetrics.com/en",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform measures your presence rate in AI answers, cited sources, brand sentiment",
     "u": "https://www.resonancemetrics.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "cited sources",
     "u": "https://www.resonancemetrics.com/en"
    },
    "content": {
     "v": "yes",
     "q": "APO (Agentic Product Optimisation) makes them usable by AI agents.",
     "u": "https://www.resonancemetrics.com/en"
    },
    "pr": {
     "v": "partial",
     "q": "The platform works the three GEO levers — message, sources, site — so AI cites you instead of ignoring you.",
     "u": "https://www.resonancemetrics.com/en"
    },
    "agency": {
     "v": "partial",
     "q": "Enterprise & Agencies",
     "u": "https://www.resonancemetrics.com/en/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Audit technique GEO-ready | Votre site est-il lisible par les LLMs ?",
     "u": "https://www.resonancemetrics.com/fr"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Agentic Product Optimization | Plateforme GEO + Accompagnement pour e-commerçants",
     "u": "https://www.resonancemetrics.com/fr"
    }
   },
   "hq": "France",
   "hq_src": "https://fr.linkedin.com/posts/resonancemetrics_geo-shopify-ia-activity-7488617260379639808-3sJS",
   "founded": 2025,
   "founded_src": "https://fr.linkedin.com/posts/resonancemetrics_geo-shopify-ia-activity-7488617260379639808-3sJS",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "resonancemetrics"
  },
  {
   "n": "Scrunch AI",
   "u": "https://scrunch.com/",
   "w": "Scrunch AI, a Sitecore company, sells AI visibility monitoring to brands. It tracks prompt results across ChatGPT, Perplexity, Google AI Overviews and Copilot, and shows which sources AI answers cite. Its Agent Pages product serves AI-optimized versions of a website to AI agents.",
   "w_u": "https://scrunch.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor prompt results, surface authoritative citations, and track brand performance over time.",
     "u": "https://scrunch.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor prompt results, surface authoritative citations, and track brand performance over time.",
     "u": "https://scrunch.com/"
    },
    "content": {
     "v": "yes",
     "q": "Serve machine-readable, compressed pages that agents can parse quickly",
     "u": "https://scrunch.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Plug into your systems, power your own dashboards, or fully white-label outputs for clients.",
     "u": "https://scrunch.com/agencies/"
    },
    "technical": {
     "v": "yes",
     "q": "AI agents are visiting on behalf of buyers. Agent Traffic shows you how they interact with your site.",
     "u": "https://scrunch.com/platform/agent-traffic/"
    },
    "prompts": {
     "v": "yes",
     "q": "See what hundreds of millions of people are asking AI, what's gaining traction, and where your brand shows up in answers.",
     "u": "https://scrunch.com/platform/ai-search-trends/"
    },
    "commerce": {
     "v": "yes",
     "q": "Track which products show up in AI shopping results, which don't, and how to increase your share.",
     "u": "https://scrunch.com/platform/shopping/"
    }
   },
   "product": "Scrunch",
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/scrunch-ai-raises-15-million-series-a-to-rebuild-the-internet-for-ai-consumption-302510915.html",
   "founded": 2023,
   "tier": 3,
   "also_on": "pr-software",
   "acquired": true,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-11",
    "src": "https://scrunch.com/blog/2024-11-launching-scrunchai"
   },
   "slug": "scrunch-ai"
  },
  {
   "n": "Searchable",
   "u": "https://www.searchable.com/",
   "w": "AI search optimization platform tracking brand mentions and citations across AI engines, with an agent, content studio and technical fixes.",
   "w_u": "https://www.searchable.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand mentions and citations across ChatGPT, Claude, Perplexity, Google AI Overviews, and Microsoft Copilot.",
     "u": "https://www.searchable.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the domains, URLs, content types, and competitor sources that AI platforms cite when answering buyer questions, so you know exactly where owned content, partner coverage, and digital PR work should happen next.",
     "u": "https://www.searchable.com/features/sources"
    },
    "content": {
     "v": "yes",
     "q": "Get content briefs optimized for AI citation, technical fixes for better crawlability, and strategic insights that turn monitoring into measurable growth.",
     "u": "https://www.searchable.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label the platform, earn recurring commission, and become the agency your clients credit for showing up in ChatGPT, Perplexity, and Gemini.",
     "u": "https://www.searchable.com/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Our technical audits identify schema markup opportunities, content structure improvements, and crawlability fixes that help ChatGPT, Claude, and Perplexity understand and cite your content",
     "u": "https://www.searchable.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Universe is Searchable's complete map of every meaningful question buyers could ask AI when looking for what you sell.",
     "u": "https://www.searchable.com/prompt-universe"
    },
    "commerce": {
     "v": "yes",
     "q": "Searchable tracks the products, brands, merchants, and prompts that appear when AI platforms answer buying questions",
     "u": "https://www.searchable.com/features/shopping"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.searchable.com/about",
   "founded": 2025,
   "founded_src": "https://www.searchable.com/about",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.searchable.com/blog/searchable-raised-14m-seed-round"
   },
   "slug": "searchable"
  },
  {
   "n": "SearchBrand.ai",
   "u": "https://searchbrand.ai/",
   "w": "AI visibility platform that measures brand mentions across five AI engines and turns gaps into content tasks, for B2B and B2C businesses.",
   "w_u": "https://searchbrand.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT, Gemini, Claude, Perplexity and AI Overviews, every day.",
     "u": "https://searchbrand.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources ranks the domains AI cites in your category.",
     "u": "https://searchbrand.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Contents helps you write it with an AEO Score and you publish it on WordPress.",
     "u": "https://searchbrand.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Titles, descriptions, noindex and canonicals, page by page.",
     "u": "https://searchbrand.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "With the Marketplace you request coverage quotes from those outlets, in your country.",
     "u": "https://searchbrand.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "management of your ChatGPT ads",
     "u": "https://searchbrand.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover Questions: What people are asking ChatGPT and other AIs about your industry.",
     "u": "https://searchbrand.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "SearchBrand",
   "hq": "Chile",
   "hq_src": "https://searchbrand.ai/llms.txt",
   "founded": 2025,
   "founded_src": "https://searchbrand.ai/llms.txt",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://ecosistemastartup.com/startup-chilena-lanza-searchbrand-ai-y-revoluciona-la-visibilidad-en-ia/"
   },
   "slug": "searchbrand-ai"
  },
  {
   "n": "Seeqly",
   "u": "https://seeqly.ai/",
   "w": "AI search monitoring platform showing where assistants recommend a brand, why, and what to fix, sold to brands and agencies.",
   "w_u": "https://seeqly.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Where assistants mention and rank you",
     "u": "https://seeqly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Seeqly shows which of those sources shape the answers about you, and where you are missing.",
     "u": "https://seeqly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Page optimization | Answer buyer questions on the right page",
     "u": "https://seeqly.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler logs",
     "u": "https://seeqly.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "The review sites, threads and videos the Overview leans on, so you know where to earn a mention.",
     "u": "https://seeqly.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Correct prices and product facts in AI shopping",
     "u": "https://seeqly.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "The questions your buyers actually ask",
     "u": "https://seeqly.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "A separate workspace for each client, all under one login.",
     "u": "https://seeqly.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seeqly"
  },
  {
   "n": "skya.one",
   "u": "https://skya.one/",
   "w": "Shows where ChatGPT, Gemini, Perplexity and Google AI name a brand, which pages they cite, what they get wrong, and drafts fixes.",
   "w_u": "https://skya.one/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mentions, citations and share against competitors across every AI platform.",
     "u": "https://skya.one/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations and SourcesThe pages AI reads before it answers about you",
     "u": "https://skya.one/"
    },
    "content": {
     "v": "yes",
     "q": "Content EngineDrafts written from your evidence, ready to publish",
     "u": "https://skya.one/"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit Visibility with 30 reply drafts a month",
     "u": "https://skya.one/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Client Portal and Reports / Dated reports and a portal your clients open",
     "u": "https://skya.one/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler: Which assistants fetch your pages, and what they miss",
     "u": "https://skya.one/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research: The questions buyers ask AI, with volume",
     "u": "https://skya.one/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping: Your products inside AI shopping answers",
     "u": "https://skya.one/"
    }
   },
   "product": "SKYA",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "skya"
  },
  {
   "n": "SolCrys",
   "u": "https://solcrys.com/",
   "w": "AEO platform that measures AI answers across engines, diagnoses gaps and turns them into reviewable content and fixes for marketing teams.",
   "w_u": "https://solcrys.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Capture mentions, citations, competitors, recommendation, and answer accuracy in one place.",
     "u": "https://solcrys.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Map each gap to the page or source most likely to fix it.",
     "u": "https://solcrys.com/"
    },
    "content": {
     "v": "yes",
     "q": "turn gaps into briefs, fix recommendations, and reviewable drafts",
     "u": "https://solcrys.com/"
    },
    "technical": {
     "v": "partial",
     "q": "crawlable, evidence-backed content strategy",
     "u": "https://solcrys.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Audit how AI shopping assistants read your listings, reviews, and availability",
     "u": "https://solcrys.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Pulse: see what your market is asking AI",
     "u": "https://solcrys.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Package AEO audits, prompt monitoring, and action-to-result reporting",
     "u": "https://solcrys.com/"
    }
   },
   "product": "SolCrys AEO",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/solcrys",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/solcrys",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://solcrys.com/news"
   },
   "slug": "solcrys"
  },
  {
   "n": "Spyglasses",
   "u": "https://www.spyglasses.io/",
   "w": "AI-visibility tracking, citation intelligence and optimization for PR firms, comms teams and agencies, with Media Lists, Coverage Reports and placement scores for earned media.",
   "w_u": "https://www.spyglasses.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Spyglasses tracks how ChatGPT, Gemini, and Google AI Overviews describe your brand, with Claude and Perplexity as add-ons.",
     "u": "https://www.spyglasses.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Intelligence is Spyglasses' map of AI's source layer. It classifies every citation behind the answers ... which publishers AI actually trusts.",
     "u": "https://www.spyglasses.io/en/citation-intelligence"
    },
    "content": {
     "v": "yes",
     "q": "Citation Optimizer shows you why yours gets passed over, tells you exactly what to change, and rewrites it for you. Then it checks whether the change actually worked.",
     "u": "https://www.spyglasses.io/en/citation-optimizer"
    },
    "technical": {
     "v": "yes",
     "q": "AI Traffic Analytics is Spyglasses' server-side detection for the AI channel.",
     "u": "https://www.spyglasses.io/en/ai-traffic-analytics"
    },
    "prompts": {
     "v": "partial",
     "q": "Every prompt you track fans out into web searches. AI ranks the results, reads the pages, and scores what it read.",
     "u": "https://spyglasses.io"
    },
    "commerce": {
     "v": "yes",
     "q": "Track how ChatGPT, Gemini, and Google AI Overviews recommend your products, measures recommendation share against competitors.",
     "u": "https://spyglasses.io/product-tracking"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.einpresswire.com/article/832467710/orchestra-ai-launches-spyglasses-first-mid-market-platform-to-track-ai-search-traffic",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "spyglasses"
  },
  {
   "n": "StarRise AI",
   "u": "https://starriseai.com/",
   "w": "AI search optimization platform that tracks brand mentions across AI engines, ranks fixes and rewrites product catalogs for brands.",
   "w_u": "https://starriseai.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mention rate across ChatGPT, Claude, Gemini, and Perplexity",
     "u": "https://starriseai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Surface descriptions, sentiment, and citation sources driving each answer",
     "u": "https://starriseai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate optimized content grounded in peer-reviewed research",
     "u": "https://starriseai.com/"
    },
    "technical": {
     "v": "partial",
     "q": "AI diagnosis for your website and social channels",
     "u": "https://starriseai.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "And it rewrites your catalog, so AI recommends what you sell.",
     "u": "https://starriseai.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "US",
   "hq_src": "https://linkedin.com/company/starrise-ai",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/starrise-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "starrise-ai"
  },
  {
   "n": "SurfacedBy",
   "u": "https://surfacedby.com/",
   "w": "Software that tracks brand mentions across up to seven AI platforms and drafts content, community replies and outreach for teams and agencies.",
   "w_u": "https://surfacedby.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how up to 7 AI platforms mention, cite, and recommend your brand.",
     "u": "https://surfacedby.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact pages AI pulls to mention you, classified by type",
     "u": "https://surfacedby.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content briefs and drafts that close your citation gaps",
     "u": "https://surfacedby.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Check which AI crawlers can read your site",
     "u": "https://surfacedby.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Find the sources AI cites that do not yet cite you, and send a tailored pitch",
     "u": "https://surfacedby.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "tracked in AI answers and on the ChatGPT and Google AI Mode shopping shelf",
     "u": "https://surfacedby.com/pricing"
    },
    "prompts": {
     "v": "yes",
     "q": "Suggests new prompts buyers are asking",
     "u": "https://surfacedby.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and exports",
     "u": "https://surfacedby.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "surfacedby"
  },
  {
   "n": "This Is GEO",
   "u": "https://thisisgeo.ai/this-is-geo",
   "w": "Website scans, approved AI agent fixes and answer monitoring for AI search visibility, sold to small businesses, online stores and agencies.",
   "w_u": "https://thisisgeo.ai/this-is-geo",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Paid monitoring tracks your business’s mentions and links in answers to selected customer questions.",
     "u": "https://thisisgeo.ai/this-is-geo"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Find technical and content gaps that make your business harder for AI to understand.",
     "u": "https://thisisgeo.ai/this-is-geo"
    },
    "technical": {
     "v": "yes",
     "q": "See when AI crawlers visit your site",
     "u": "https://thisisgeo.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Commerce plans cover websites and product catalogs.",
     "u": "https://thisisgeo.ai/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt generator",
     "u": "https://thisisgeo.ai/this-is-geo"
    },
    "agency": {
     "v": "yes",
     "q": "Five client sites, branded reports, one agency account.",
     "u": "https://thisisgeo.ai/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://thisisgeo.ai/terms",
   "read": "2026-11-02",
   "slug": "this-is-geo"
  },
  {
   "n": "Trackbase",
   "u": "https://trackbase.ai/",
   "w": "Platform that tracks brands across 11 AI models daily, with agents that write and publish content, for brands, webshops and agencies.",
   "w_u": "https://trackbase.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your prompts run every day across 11 AI models, in the markets you choose.",
     "u": "https://trackbase.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages AI models cite and follow each page from AI crawl to citation to visit.",
     "u": "https://trackbase.ai/"
    },
    "content": {
     "v": "yes",
     "q": "they find the prompts where you're missing, write the content, publish it to your CMS",
     "u": "https://trackbase.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Insight into which AI crawlers visit your site and how AI systems consume your content.",
     "u": "https://trackbase.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "which sources to target",
     "u": "https://trackbase.ai/llms.txt"
    },
    "commerce": {
     "v": "yes",
     "q": "See which products ChatGPT recommends, at what position and price",
     "u": "https://trackbase.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Google Search Console & People Also Ask integration",
     "u": "https://trackbase.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and businesses managing multiple brands at scale",
     "u": "https://trackbase.ai/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://trackbase.ai/llms.txt",
   "read": "2026-11-02",
   "slug": "trackbase"
  },
  {
   "n": "trendos",
   "u": "https://trendos.com/",
   "w": "Free AI search visibility tool showing how ChatGPT, Gemini, Claude, Perplexity and AI Overviews mention, rank and describe a brand, with history.",
   "w_u": "https://trendos.com/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Enter your brand and see how ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews mention, rank and describe it.",
     "u": "https://trendos.com/"
    },
    "sources": {
     "v": "yes",
     "q": "where you rank and which sources each AI model relies on.",
     "u": "https://trendos.com/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Paid Trendos plans include unlimited brands, so agencies can track AI visibility for every client from one account.",
     "u": "https://trendos.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "find new ones with the prompt wizard and see the query fanouts behind each answer",
     "u": "https://trendos.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "Spot competitor ads inside ChatGPT answers and see each advertiser's impression share.",
     "u": "https://trendos.com/"
    }
   },
   "hq": "Lithuania",
   "hq_src": "https://www.linkedin.com/posts/trendos-com_chatgpt-ads-are-here-and-the-data-is-already-activity-7462079617407930368-2Gv2",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/trendos-com_chatgpt-ads-are-here-and-the-data-is-already-activity-7462079617407930368-2Gv2",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://tesonet.com/news/introducing-trendos-a-new-ai-search-visibility-trends-platform/"
   },
   "slug": "trendos"
  },
  {
   "n": "ucited",
   "u": "https://ucited.ai/en",
   "w": "Analytics platform that tracks brand mentions, share of voice and cited sources across 11 AI models, for brand teams and agencies.",
   "w_u": "https://ucited.ai/en",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your share of all brand mentions, per model, prompt and market, with trend.",
     "u": "https://ucited.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Which sources the models cite most, by type and citation rate.",
     "u": "https://ucited.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "leiten daraus Maßnahmen für Content und Markenpräsenz ab.",
     "u": "https://ucited.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI Readiness checks whether AI systems can access your page and understand its content.",
     "u": "https://ucited.ai/en"
    },
    "pr": {
     "v": "yes",
     "q": "Citation Gaps shows you the sources that mention your competitors but leave your brand out.",
     "u": "https://ucited.ai/en"
    },
    "commerce": {
     "v": "yes",
     "q": "Which products ChatGPT recommends, and where they rank.",
     "u": "https://ucited.ai/en"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research helps you find relevant questions and expand what you track.",
     "u": "https://ucited.ai/en"
    },
    "agency": {
     "v": "yes",
     "q": "International markets and 27 languages, every client reported separately.",
     "u": "https://ucited.ai/en"
    }
   },
   "hq": "Germany",
   "hq_src": "https://ucited.ai/en/imprint",
   "read": "2026-11-02",
   "slug": "ucited"
  },
  {
   "n": "Visiobrand",
   "u": "https://visiobrand.io/ru",
   "w": "A platform that monitors brand visibility across nine AI chat services including Alice and GigaChat, sold to Russian businesses and agencies.",
   "w_u": "https://visiobrand.io/ru",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Видимость, доля голоса, позиции и тональность — по каждой из 9 платформ, каждый день.",
     "u": "https://visiobrand.io/ru"
    },
    "sources": {
     "v": "yes",
     "q": "Каким сайтам нейросети верят в вашей нише",
     "u": "https://visiobrand.io/ru"
    },
    "content": {
     "v": "yes",
     "q": "Сценарии от брифа до материала на фактах бренда",
     "u": "https://visiobrand.io/ru"
    },
    "technical": {
     "v": "yes",
     "q": "какие AI-краулеры читают сайт",
     "u": "https://visiobrand.io/ru"
    },
    "pr": {
     "v": "partial",
     "q": "поиск площадок для размещения",
     "u": "https://visiobrand.io/ru"
    },
    "commerce": {
     "v": "yes",
     "q": "Какие товары нейросеть ставит на полку",
     "u": "https://visiobrand.io/ru"
    },
    "prompts": {
     "v": "yes",
     "q": "что они ищут, когда готовят ответ",
     "u": "https://visiobrand.io/ru"
    },
    "agency": {
     "v": "yes",
     "q": "Портфель клиентов, линейки продуктов и отчёты под вашим брендом",
     "u": "https://visiobrand.io/ru"
    }
   },
   "hq": "Russia",
   "hq_src": "https://visiobrand.io/ru",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "visiobrand"
  },
  {
   "n": "Whitebox",
   "u": "https://thewhitebox.io/",
   "w": "GEO platform for marketing teams that tracks how AI engines describe a brand, generates content fixes and optimizes ChatGPT ads.",
   "w_u": "https://thewhitebox.io/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks how AI assistants such as ChatGPT, Gemini, Perplexity and Claude describe and cite a brand",
     "u": "https://thewhitebox.io/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "which sources drive that visibility",
     "u": "https://thewhitebox.io/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Get specific sections, page additions, and structured data to close gaps.",
     "u": "https://thewhitebox.io/"
    },
    "technical": {
     "v": "partial",
     "q": "page additions, and structured data to close gaps",
     "u": "https://thewhitebox.io/"
    },
    "pr": {
     "v": "partial",
     "q": "whether it's on-site content, Wikipedia edits, UGC platforms, affiliate partnerships",
     "u": "https://thewhitebox.io/solutions"
    },
    "commerce": {
     "v": "yes",
     "q": "the same layer now optimizes the ads you run inside AI answers",
     "u": "https://thewhitebox.io/"
    },
    "prompts": {
     "v": "partial",
     "q": "Identify which user questions, locations, and conversation flows drop your brand",
     "u": "https://thewhitebox.io/"
    },
    "agency": {
     "v": "partial",
     "q": "used by marketing, SEO and content teams and agencies",
     "u": "https://thewhitebox.io/llms.txt"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "whitebox"
  },
  {
   "n": "WorkDuo",
   "u": "https://www.workduo.ai/",
   "w": "Product-level AI visibility tracking for commerce brands and agencies: recommendations, competitors, sources and sentiment across AI engines.",
   "w_u": "https://www.workduo.ai/",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Product-Level AI Visibility See which products AI recommends — and which competitors it chooses instead.",
     "u": "https://www.workduo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source & Sentiment Intelligence See where AI pulls information from and how your products are described.",
     "u": "https://www.workduo.ai/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Solutions Deliver AI Search visibility services under your own brand.",
     "u": "https://www.workduo.ai/agency"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "See which products AI recommends — and which competitors it chooses instead.",
     "u": "https://www.workduo.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.workduo.ai/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "workduo"
  },
  {
   "n": "Zaher AI",
   "u": "https://zaher.ai/en",
   "w": "AI visibility platform for Arabic-first brands that measures and improves how they appear in AI assistants, in Arabic and English.",
   "w_u": "https://zaher.ai/en",
   "cat": "ai-native",
   "sub": "shopping",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The real answers AI engines give to your buyers' questions.",
     "u": "https://zaher.ai/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "mention rates, citation rates and cited sources from 48 prompts",
     "u": "https://zaher.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Arabic and English content written to be cited by AI engines.",
     "u": "https://zaher.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "The technical and content issues that keep your site out of answers.",
     "u": "https://zaher.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "How your products surface when AI assistants shop for your buyers.",
     "u": "https://zaher.ai/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "Choose and edit the exact questions every audit asks.",
     "u": "https://zaher.ai/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Zaher gives your agency the measurement, the fixes, and the proof",
     "u": "https://zaher.ai/llms.txt"
    }
   },
   "hq": "Egypt",
   "hq_src": "https://zaher.ai/llms.txt",
   "founded": 2025,
   "founded_src": "https://zaher.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/anwaraly_ai-geo-zaherai-activity-7362076913533599745-EH5k"
   },
   "slug": "zaher-ai"
  },
  {
   "n": "AEO Checker",
   "u": "https://aeotester.com/",
   "w": "A free Chrome extension that scores any page for AI crawler access, structured data, indexability and headings, for SEO staff, marketers and developers.",
   "w_u": "https://aeotester.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Evaluate your H1-H6 heading structure to ensure AI can properly parse your content hierarchy.",
     "u": "https://aeotester.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Verify that crawlers from ChatGPT (GPTBot), Claude (ClaudeBot), Perplexity, and Google AI can reach your pages.",
     "u": "https://aeotester.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Add AI visibility audits to your client deliverables.",
     "u": "https://aeotester.com/"
    }
   },
   "product": "AEO Checker / AI Visibility Tool",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeo-checker"
  },
  {
   "n": "AEO Tool",
   "u": "https://aeotool.ai/",
   "w": "Page auditor and free Chrome extension that scores answer readiness and shows fixes to get cited by ChatGPT, Perplexity and Claude.",
   "w_u": "https://aeotool.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AEO Tool audits any page, scores its answer readiness, and shows exactly what to fix to improve AI visibility.",
     "u": "https://aeotool.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "White-label solution",
     "u": "https://aeotool.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Comprehensive 0-100 scores across 6 optimization categories",
     "u": "https://aeotool.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://aeotool.ai/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "aeo-tool"
  },
  {
   "n": "aeo-audit.app",
   "u": "https://aeo-audit.app",
   "w": "A URL audit that scores a page on about 40 on-page checks plus an AI review of citability, for content and marketing teams.",
   "w_u": "https://aeo-audit.app",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "are actually recommending your website.",
     "u": "https://aeo-audit.app"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "an AI model reviews how clearly the content answers questions and how easy it is to quote and cite",
     "u": "https://aeo-audit.app"
    },
    "technical": {
     "v": "yes",
     "q": "We probe schema completeness, headless rendering gaps, llms.txt presence",
     "u": "https://aeo-audit.app"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://aeo-audit.app/legal",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeo-audit-app"
  },
  {
   "n": "AI Search Audit",
   "u": "https://www.aisearchaudit.ai/",
   "w": "A SaaS that scores website readiness for AI search and deploys AI agents to fix pages, for marketing teams, ecommerce brands and agencies.",
   "w_u": "https://www.aisearchaudit.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AISA tracks visibility and pushes enhancements instantly from a unified system window",
     "u": "https://www.aisearchaudit.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI Content Generation Agent",
     "u": "https://www.aisearchaudit.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Automated JSON-LD code block generation.",
     "u": "https://www.aisearchaudit.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the real queries people ask AI about your market",
     "u": "https://www.aisearchaudit.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Digital marketing agencies : Offer cutting-edge solutions to clients.",
     "u": "https://www.aisearchaudit.ai/"
    }
   },
   "hq": "Italy",
   "hq_src": "https://www.linkedin.com/company/ai-search-audit-platform",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/kleecks_kleecks-aisearchaudit-activity-7404495011863699456-oN1-"
   },
   "slug": "ai-search-audit"
  },
  {
   "n": "AI Search Visibility",
   "u": "https://www.aisearchvisibility.ai/",
   "w": "A GEO audit tool that scores how likely ChatGPT, AI Overviews and Perplexity are to cite a page and lists fixes.",
   "w_u": "https://www.aisearchvisibility.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Score any page for AI citation-readiness in 60 seconds.",
     "u": "https://www.aisearchvisibility.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI crawlers access & parse your page?",
     "u": "https://www.aisearchvisibility.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Report AI visibility to clients",
     "u": "https://www.aisearchvisibility.ai/"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.aisearchvisibility.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-search-visibility-aisearchvisibility"
  },
  {
   "n": "AIO.GEO Protocol",
   "u": "https://www.aiogeoprotocol.com/",
   "w": "Audits how AI engines parse a website, scores readiness and issues dry-run fix packs with receipts, for developers, agencies and marketing teams.",
   "w_u": "https://www.aiogeoprotocol.com",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Live mindshare requires probe fuel.",
     "u": "https://www.aiogeoprotocol.com"
    },
    "sources": {
     "v": "yes",
     "q": "Paste an AI answer to see who is cited",
     "u": "https://www.aiogeoprotocol.com/paths"
    },
    "content": {
     "v": "yes",
     "q": "GSC query clustering into answer-first H2s",
     "u": "https://www.aiogeoprotocol.com"
    },
    "technical": {
     "v": "yes",
     "q": "evaluating structural DOM semantics, JSON-LD schema graphs, and crawler access policies",
     "u": "https://www.aiogeoprotocol.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Can an agent finish audit / book / checkout on this origin",
     "u": "https://www.aiogeoprotocol.com/paths"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label HTML report export",
     "u": "https://www.aiogeoprotocol.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "aio-geo-protocol"
  },
  {
   "n": "AIPUSH",
   "u": "https://aipush.app",
   "w": "A free analyzer that scans a website for AI agent and answer engine readiness and returns a score and copy ready fixes.",
   "w_u": "https://aipush.app/llms.txt",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "It checks five categories: Agent Discovery, Agent Interfaces, Identity & Auth, Content Structure, and Structured Data",
     "u": "https://aipush.app/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "covering signals such as robots.txt, sitemaps, llms.txt",
     "u": "https://aipush.app/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aipush"
  },
  {
   "n": "AIsearchIQ",
   "u": "https://www.aisearchiq.com/",
   "w": "Free AI visibility audit, a paid advanced report, and an AI traffic dashboard tracking AI bot visits, citations and click-throughs.",
   "w_u": "https://www.aisearchiq.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "The AI Traffic Dashboard shows you what happens tomorrow — tracking AI bot visits, silent citations, and AI click-throughs in real time.",
     "u": "https://www.aisearchiq.com/"
    },
    "sources": {
     "v": "partial",
     "q": "AI summary + citation visibility",
     "u": "https://www.aisearchiq.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Unlock the Advanced AI Visibility Audit for just [price] and get a deep 10-section analysis with actionable recommendations.",
     "u": "https://www.aisearchiq.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For teams and agencies needing deeper insights.",
     "u": "https://www.aisearchiq.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI bot visits with bot identity (GPTBot, Perplexity, Claude, etc.)",
     "u": "https://www.aisearchiq.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.aisearchiq.com/",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/aisearchiq_saas-ai-startup-activity-7382054314241888258-EShD",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "aisearchiq"
  },
  {
   "n": "Answer Visibility Lab",
   "u": "https://answervisibilitylab.com",
   "w": "Free checkers and paid reports that generate AI buyer prompts and audit crawler access and llms.txt, for founders, agencies and SEO teams.",
   "w_u": "https://answervisibilitylab.com",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Track prompts, mentions, citations, and competitors over time.",
     "u": "https://answervisibilitylab.com/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "Separates owned citations, competitor citations, third-party list citations, and no-citation answers",
     "u": "https://answervisibilitylab.com"
    },
    "content": {
     "v": "yes",
     "q": "Content briefs for missing pages",
     "u": "https://answervisibilitylab.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Check homepage, robots.txt, sitemap.xml, llms.txt, and AI crawler access.",
     "u": "https://answervisibilitylab.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Creates category, alternative, versus, review, and buying-guide prompts",
     "u": "https://answervisibilitylab.com"
    },
    "agency": {
     "v": "partial",
     "q": "One-off Pro Fix Plan and Citation Gap Report for a domain, brand, or client.",
     "u": "https://answervisibilitylab.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "answer-visibility-lab"
  },
  {
   "n": "Answered",
   "u": "https://tryanswered.com/",
   "w": "AI brand visibility platform for marketing teams that monitors how AI engines describe and cite a brand, currently on a waitlist.",
   "w_u": "https://tryanswered.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Answered monitors how ChatGPT, Perplexity, Claude, and Gemini describe, cite, and recommend your brand.",
     "u": "https://tryanswered.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Source attribution tracking",
     "u": "https://tryanswered.com/"
    },
    "content": {
     "v": "partial",
     "q": "Generate AI-optimized articles purpose-built to improve your visibility.",
     "u": "https://tryanswered.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Auto-generate llms.txt and technical files that help AI understand your brand.",
     "u": "https://tryanswered.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies managing multiple brands",
     "u": "https://tryanswered.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "answered"
  },
  {
   "n": "answerFORGE",
   "u": "https://answerforge.xyz/",
   "w": "Free AEO and GEO audit tool scoring any URL, with paid reports and an implementation retainer, for SaaS, product and brand sites.",
   "w_u": "https://answerforge.xyz/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We implement the fixes — site/schema work, re-audits, and monthly tracking.",
     "u": "https://answerforge.xyz/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "PDF with copy-paste fixes",
     "u": "https://answerforge.xyz/"
    },
    "technical": {
     "v": "yes",
     "q": "It checks structure, schema, crawl signals, and extractability",
     "u": "https://answerforge.xyz/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Spain",
   "hq_src": "https://es.linkedin.com/company/simplify-digital-growth",
   "founded": 2026,
   "founded_src": "https://es.linkedin.com/company/simplify-digital-growth",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/answerforgexyz_aeo-geo-aisearch-activity-7474519284153606144-qwRb"
   },
   "slug": "answerforge"
  },
  {
   "n": "Atlas Visibility",
   "u": "https://atlasvisibility.com/",
   "w": "Done-for-you monthly subscription that builds a knowledge base, AI website, content and citations so AI search recommends local businesses.",
   "w_u": "https://atlasvisibility.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Easily track how your AI visibility is improving each month.",
     "u": "https://atlasvisibility.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Trust-Building Citations",
     "u": "https://atlasvisibility.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI-Compliant Content Creation",
     "u": "https://atlasvisibility.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Dedicated Website for AI",
     "u": "https://atlasvisibility.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Trust-Building Citations",
     "u": "https://atlasvisibility.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "atlas-visibility"
  },
  {
   "n": "BeaconBird",
   "u": "https://beaconbird.ai/",
   "w": "Free AI readiness audit of small business websites, with a one-time flat-fee technical fix done by a Knoxville creative agency's practice.",
   "w_u": "https://beaconbird.ai",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "BeaconBird puts those pieces in place — the page tagging, the machine-readable business inform[ation]",
     "u": "https://beaconbird.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "BeaconBird grades your website's technical AI-readiness and fixes what's missing.",
     "u": "https://beaconbird.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://beaconbird.ai/about/",
   "founded": 2014,
   "founded_src": "https://beaconbird.ai/about/",
   "read": "2026-10-30",
   "slug": "beaconbird"
  },
  {
   "n": "BeSeenByAI",
   "u": "https://www.beseenby.ai/",
   "w": "Website audit tool that checks AI crawler access, rendered content, schema and prompt fit, sold to SEO professionals, agencies and in-house marketing teams.",
   "w_u": "https://www.beseenby.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "A diagnostic and monitoring platform for teams who need to know if technical issues are preventing AI systems from accessing their content.",
     "u": "https://www.beseenby.ai/about"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "a rewritten section, an FAQ answer, a schema block",
     "u": "https://www.beseenby.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "We check 34 AI crawlers against your website",
     "u": "https://www.beseenby.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Discovery & Prompt Fit — 1 teaser each per URL",
     "u": "https://www.beseenby.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDFs for client delivery",
     "u": "https://www.beseenby.ai/pricing"
    }
   },
   "hq": "Israel",
   "hq_src": "https://linkedin.com/company/beseenbyai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/ben-pines_we-just-got-the-first-sale-for-our-geo-product-activity-7485325265150173184-0BQL"
   },
   "slug": "beseenbyai"
  },
  {
   "n": "Brandioz",
   "u": "https://brandioz.com",
   "w": "Tool that audits websites for AI crawlers and generates schema, FAQ and machine readable page bundles, sold to site owners and developers.",
   "w_u": "https://brandioz.com",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Paid plans unlock GEO Content Pack generation, competitor citation analysis, and ongoing monitoring.",
     "u": "https://brandioz.com"
    },
    "sources": {
     "v": "partial",
     "q": "Paid plans unlock GEO Content Pack generation, competitor citation analysis, and ongoing monitoring.",
     "u": "https://brandioz.com"
    },
    "content": {
     "v": "yes",
     "q": "Custom About and FAQ pages generated in React/TS and HTML.",
     "u": "https://brandioz.com"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler permissions in robots.txt, llms.txt presence and spec compliance, structured data completeness",
     "u": "https://brandioz.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://brandioz.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://brandioz.com/changelog"
   },
   "slug": "brandioz"
  },
  {
   "n": "Cernitur",
   "u": "https://www.cernitur.com/",
   "w": "One time schema, llms.txt and AI crawler setup packages, with a free scanner, for practices, enterprises and service businesses.",
   "w_u": "https://www.cernitur.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "discover which competitors ChatGPT, Perplexity, and Claude currently recommend instead of you",
     "u": "https://www.cernitur.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Our system scans your website and organizes all of your practitioners, qualifications, services, and contact details into the exact verified format AI search engines look for.",
     "u": "https://www.cernitur.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Automated generator for Wikidata-disambiguated @graph JSON-LD schemas, /llms.txt files, WAF/robots.txt AI crawler configurations",
     "u": "https://www.cernitur.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.cernitur.com/",
   "read": "2026-11-02",
   "slug": "cernitur"
  },
  {
   "n": "CheckAEO",
   "u": "https://checkaeo.ai/",
   "w": "Free AEO score checker: paste a URL, get a 0 to 100 score on answer quality, structure, schema, technical signals for AI; no account.",
   "w_u": "https://checkaeo.ai",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Done-for-you AEO: full diagnosis, your site made AI-readable (schema, llms.txt, comprehension fixes, crawlability), third-party corroboration built, and monitoring stood up",
     "u": "https://checkaeo.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Connect a free account and it applies machine-facing fixes in one click, invisible to visitors and fully reversible. It can also serve an llms.txt for your site automatically.",
     "u": "https://checkaeo.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "third-party corroboration built",
     "u": "https://checkaeo.ai/pricing"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "a free AEO checker that tests how well AI answer engines like ChatGPT, Perplexity, and Google AI Overviews can read, understand, and cite your page.",
     "u": "https://checkaeo.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "checkaeo"
  },
  {
   "n": "Cloudflare AI Crawler Tracker",
   "u": "https://github.com/Cairrot-Inc/cloudflare-ai-crawler-tracker",
   "w": "Open source Cloudflare Worker that logs AI crawler visits to a site owner's backend or to Cairrot's hosted dashboard.",
   "w_u": "https://github.com/Cairrot-Inc/cloudflare-ai-crawler-tracker",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "An open-source Cloudflare Worker that detects and tracks AI crawler and LLM bot traffic at the edge.",
     "u": "https://github.com/Cairrot-Inc/cloudflare-ai-crawler-tracker"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "cloudflare-ai-crawler-tracker"
  },
  {
   "n": "Crawloria",
   "u": "https://www.crawloria.com/",
   "w": "Free audit that scores how AI agents read a site, testing bot access, schema, page clarity and ChatGPT brand recall, for site owners.",
   "w_u": "https://www.crawloria.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We probe what GPT-5.4-mini knows about your brand and where you rank when it lists leading options in your category.",
     "u": "https://www.crawloria.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "An LLM reads your page and rates how fast a first-time agent understands what you sell",
     "u": "https://www.crawloria.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Real HTTP probes from each crawler",
     "u": "https://www.crawloria.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "crawloria"
  },
  {
   "n": "Dedica",
   "u": "https://getdedica.com/",
   "w": "Scans a website for how AI agents find, read and use it, then sells a per site kit of fixes to website owners.",
   "w_u": "https://getdedica.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Dedica checks whether an AI agent, such as ChatGPT or Claude, can actually find a website, read its pages and act on what it finds there.",
     "u": "https://getdedica.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "whether it publishes the files agents look for first",
     "u": "https://getdedica.com/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "checks across discovery, access, usability and payments",
     "u": "https://getdedica.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "dedica"
  },
  {
   "n": "E-GEO",
   "u": "https://egeoagents.com/",
   "w": "Open source Python toolkit and Claude Code skills that score, rewrite and add schema to pages for AI citation, plus a paid audit.",
   "w_u": "https://egeoagents.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "geo-loop watches your pages over time with bounded, scheduled runs.",
     "u": "https://egeoagents.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Copy-paste-ready rewrites — brand voice preserved, facts untouched.",
     "u": "https://egeoagents.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Structured markup for every page, so engines attribute, not just read.",
     "u": "https://egeoagents.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "e-geo"
  },
  {
   "n": "Ezoma",
   "u": "https://ezoma.com/",
   "w": "Optimizes local business profiles and data so ChatGPT, Claude, Perplexity and other AI platforms recommend them.",
   "w_u": "https://ezoma.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Find out if ChatGPT, Gemini, and Claude know about your business. Enter your details below for a free AI visibility check.",
     "u": "https://ezoma.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every business profile is verified and optimized to ensure accurate representation in AI responses.",
     "u": "https://ezoma.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Link building",
     "u": "https://ezoma.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "An LLM file is placed on your website at yourdomain.com/llm.txt",
     "u": "https://ezoma.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://ezoma.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ezoma"
  },
  {
   "n": "flize",
   "u": "https://flize.io/",
   "w": "Software that scouts audience questions, checks what a website answers, audits content and writes citable articles, for companies and agencies.",
   "w_u": "https://flize.io/en/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "How visible is your domain in AI answers?",
     "u": "https://flize.io/en/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "flize scores every article and shows where it breaks.",
     "u": "https://flize.io/en/"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI read your website?",
     "u": "https://flize.io/en/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "flize scouts intent from forums, social and the press.",
     "u": "https://flize.io/en/"
    },
    "agency": {
     "v": "yes",
     "q": "Agenturen legen pro Kunde ein Projekt an.",
     "u": "https://flize.io/pricing/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://flize.io/impressum/",
   "read": "2026-11-02",
   "slug": "flize"
  },
  {
   "n": "GEO Booster",
   "u": "https://geo-booster.ai/",
   "w": "Sells a platform that builds a business knowledge base and publishes AI pages, blogs and FAQs, with AI bot monitoring, to SMBs and service providers.",
   "w_u": "https://geo-booster.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI writes a complete optimized page about your business, specifically for AI search engines.",
     "u": "https://geo-booster.ai/en/features"
    },
    "technical": {
     "v": "yes",
     "q": "From reports and content to real-time AI bot monitoring.",
     "u": "https://geo-booster.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI discovers which questions customers would ask that cannot yet be answered with current information.",
     "u": "https://geo-booster.ai/en/features"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "NL",
   "hq_src": "https://linkedin.com/company/geo-booster",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/geo-booster",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geo-booster"
  },
  {
   "n": "geo-score",
   "u": "https://geo-score.dev/",
   "w": "Free open source checker and command line tool that gives a website a readiness score for AI answer engines.",
   "w_u": "https://geo-score.dev/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "the source beside each sentence",
     "u": "https://geo-score.dev/"
    },
    "content": {
     "v": "yes",
     "q": "Self-contained answer passages",
     "u": "https://geo-score.dev/"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt present and structured",
     "u": "https://geo-score.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "China",
   "hq_src": "https://geo-score.dev/",
   "read": "2026-11-02",
   "slug": "geo-score"
  },
  {
   "n": "Geoleaper",
   "u": "https://geoleaper.com/",
   "w": "A WordPress plugin that generates Schema.org JSON-LD, scores pages for AI visibility signals, generates llms.txt and tracks AI crawlers for site owners.",
   "w_u": "https://wordpress.org/plugins/geoleaper-ai-schema/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "tracks AI bot visits, and monitors Retrieval Runs to keep your site AI-optimized",
     "u": "https://geoleaper.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI-powered Schema.org JSON-LD, AI visibility scoring, and llms.txt generation for WordPress.",
     "u": "https://wordpress.org/plugins/geoleaper/"
    },
    "technical": {
     "v": "yes",
     "q": "Track visits from known AI crawlers and AI-related user agents when enabled.",
     "u": "https://wordpress.org/plugins/geoleaper-ai-schema/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://geoleaper.com/terms-of-service/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "geoleaper"
  },
  {
   "n": "GEOrank / GEORankHub",
   "u": "https://www.georankhub.com/",
   "w": "Non-profit GEO research site with free workbench tools for site diagnosis, action plans, keyword expansion and llms.txt generators, plus open documents and skills.",
   "w_u": "https://www.georankhub.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "检查页面结构、Schema、内容可读性和 AI 搜索可见性，快速定位优化重点。",
     "u": "https://www.georankhub.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "检查页面结构、Schema、内容可读性和 AI 搜索可见性，快速定位优化重点。",
     "u": "https://www.georankhub.com/"
    },
    "technical": {
     "v": "yes",
     "q": "使用 JSON-LD、llms.txt、标题、知识库等轻量生成器，快速产出基础资产。",
     "u": "https://www.georankhub.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "围绕业务词、问题词和场景词扩展 GEO 关键词资产，沉淀内容选题。",
     "u": "https://www.georankhub.com/"
    },
    "agency": {
     "v": "partial",
     "q": "也可以私有化部署并做二次开发，为客户提供相应的 GEO 工具与服务。",
     "u": "https://github.com/yaojingang/GEORank"
    }
   },
   "hq": "China",
   "hq_src": "https://www.georankhub.com/",
   "read": "2026-11-02",
   "slug": "georank-georankhub"
  },
  {
   "n": "Geordy.ai",
   "u": "https://geordy.ai/",
   "w": "Keeps an AI-readable copy of every page (llms.txt, schema JSON, Markdown and more) so AI engines read the site correctly; includes AI bot analytics.",
   "w_u": "https://geordy.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "llms.txt, Schema JSON, Markdown, YAML, and more - the files AI systems can parse, crawl, and cite.",
     "u": "https://geordy.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies | Run Geordy across every client site you keep",
     "u": "https://geordy.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Geordy keeps a plain, accurate copy of every page in the file types AI engines look for, and shows you which ones read what.",
     "u": "https://geordy.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Geordy",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2024",
    "src": "https://geordy.ai/about"
   },
   "slug": "geordy"
  },
  {
   "n": "GoBlume",
   "u": "https://goblume.ai/",
   "w": "AI search visibility platform for founders, marketers and SEO teams that tracks AI answers and drafts fixes, with paid accounts not yet open.",
   "w_u": "https://goblume.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See whether ChatGPT, Google AI Overview, and Perplexity recommend you",
     "u": "https://goblume.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Every source the engines quote for your questions, with how many times each one is cited",
     "u": "https://goblume.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Ready-to-post articles and listicles",
     "u": "https://goblume.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Bot visits, and the clicks they send you.",
     "u": "https://goblume.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Replies written for the subreddits the engines actually cite",
     "u": "https://goblume.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The prompts your buyers actually type.",
     "u": "https://goblume.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "White-label PDF reports (coming soon)",
     "u": "https://goblume.ai/"
    }
   },
   "read": "2026-11-02",
   "slug": "goblume"
  },
  {
   "n": "gptmelo",
   "u": "https://www.gptmelo.com/",
   "w": "AI content writer that drafts articles from brand data and scores citation readiness, with an optional brand monitor.",
   "w_u": "https://www.gptmelo.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "optionally see which tracked questions mention your brand and which sources AI cites",
     "u": "https://www.gptmelo.com/"
    },
    "sources": {
     "v": "partial",
     "q": "which sources AI cites",
     "u": "https://www.gptmelo.com/"
    },
    "content": {
     "v": "yes",
     "q": "0–100 citation readiness score on every draft — know what to fix before you publish",
     "u": "https://www.gptmelo.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Free AI tools: LLMs.txt checker, AI crawler checker, Structured data checker",
     "u": "https://www.gptmelo.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Search query generator (free tool)",
     "u": "https://www.gptmelo.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prlog.org/13153851-gptmelo-launches-seo-and-geo-workflow-platform-for-ai-search-visibility.html",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "gptmelo"
  },
  {
   "n": "IndexedAI",
   "u": "https://indexedai.tech/",
   "w": "Free AI-readiness scan that scores a site on five axes and generates llms.txt files and a per-site MCP endpoint.",
   "w_u": "https://indexedai.tech/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "See your score on screen instantly. Get the 3 fixes that matter most by email, plus your ready-to-deploy llms.txt.",
     "u": "https://indexedai.tech/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency | /month | 10 sites | MCP endpoint per site",
     "u": "https://indexedai.tech/"
    },
    "technical": {
     "v": "yes",
     "q": "See exactly why ChatGPT, Claude and Perplexity can't read your site, and get the 3 fixes that matter most.",
     "u": "https://indexedai.tech/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://indexedai.tech/privacy",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.producthunt.com/products/indexedai/launches"
   },
   "slug": "indexedai"
  },
  {
   "n": "Isvisible",
   "u": "https://isvisible.ai/",
   "w": "isvisible.ai is a free audit that scores whether AI crawlers can access a website and lists ranked fixes, for site owners.",
   "w_u": "https://isvisible.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Content Structure: 2 pages need work before AI can extract them cleanly.",
     "u": "https://isvisible.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "We read robots.txt and llms.txt for declared rules, then send live requests using each crawler's real user-agent string.",
     "u": "https://isvisible.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "isvisible.ai",
   "hq": "Turkey",
   "hq_src": "https://app.dealroom.co/news/note/turkish-data-platform-hardal-raises-1-55m-to-scale-ai-infrastructure-globally",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "isvisible"
  },
  {
   "n": "Kaistone",
   "u": "https://kaistone.ai/",
   "w": "AEO and GEO audit software for SEO and web agencies that scores sites and generates white-label client proposals.",
   "w_u": "https://kaistone.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Kaistone audits any website's AI visibility across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude",
     "u": "https://kaistone.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Build citations on AI-indexed directories",
     "u": "https://kaistone.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Answer-Ready Content",
     "u": "https://kaistone.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit AI crawler access & robots.txt",
     "u": "https://kaistone.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Earn backlinks from authoritative AI sources",
     "u": "https://kaistone.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Reports",
     "u": "https://kaistone.ai/"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://kaistone.ai/about/",
   "founded": 2025,
   "founded_src": "https://kaistone.ai/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kaistone"
  },
  {
   "n": "Known Agents",
   "u": "https://knownagents.com/",
   "w": "Sells website owners analytics, access control and readiness checks for AI agents, crawlers and bots.",
   "w_u": "https://knownagents.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Automatic Robots.txt | Get a full-coverage robots.txt that updates automatically as new bots are discovered.",
     "u": "https://knownagents.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See every crawler, scraper, and AI agent visiting your website in real time.",
     "u": "https://knownagents.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "AI agents are discovering and buying your products",
     "u": "https://knownagents.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2023,
   "founded_src": "https://knownagents.com/about",
   "read": "2026-11-02",
   "slug": "known-agents"
  },
  {
   "n": "LLMBear",
   "u": "https://llmbear.com/",
   "w": "Offers waitlist signups for a toolkit that helps websites gain visibility in AI search across LLMs, not yet launched.",
   "w_u": "https://llmbear.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We track visibility in AI responses, citation frequency, content retrieval rates, ranking positions",
     "u": "https://llmbear.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "We help you implement these patterns across your website to significantly boost visibility",
     "u": "https://llmbear.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "llmbear"
  },
  {
   "n": "LLMention",
   "u": "https://llmention-geo.com/",
   "w": "Free scanner that checks whether AI engines can crawl, read and cite a site, plus paid one time AI visibility reports.",
   "w_u": "https://llmention-geo.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "records each answer verbatim, and counts how often your brand - and your competitors - appeared.",
     "u": "https://llmention-geo.com/pricing/"
    },
    "sources": {
     "v": "partial",
     "q": "which names appeared, and which domains were cited",
     "u": "https://llmention-geo.com/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "see exactly which of the 40 published checks you fail",
     "u": "https://llmention-geo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Reads robots.txt and reports which of GPTBot, PerplexityBot and ClaudeBot are disallowed at your root.",
     "u": "https://llmention-geo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "China",
   "hq_src": "https://llmention-geo.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llmention"
  },
  {
   "n": "Optimus Pass",
   "u": "https://optimuspass.com/",
   "w": "Page scan scoring SEO, GEO and AEO readiness and AI crawler access, plus ad-copy compliance checks; does not track AI citations.",
   "w_u": "https://optimuspass.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Optimus reviews a page through four lenses: SEO (can search engines understand it), GEO (is there substance to reference), AEO Readiness",
     "u": "https://optimuspass.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency is [price]/month for multi-client workflows.",
     "u": "https://optimuspass.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Free visibility scan with specific fixes, not ranking promises. Measure SEO, GEO, and AEO readiness and crawler access with a verified account.",
     "u": "https://optimuspass.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://optimuspass.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "optimus-pass"
  },
  {
   "n": "Phantomstory",
   "u": "https://phantomstory.com",
   "w": "Spins up autonomous blogs on custom domains that AI answers can cite as independent publications, for marketing teams pursuing AEO.",
   "w_u": "https://phantomstory.com",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Easy tracking",
     "u": "https://phantomstory.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Curate, write, enhance, and publish run end-to-end without requiring a human in the loop.",
     "u": "https://phantomstory.com"
    },
    "technical": {
     "v": "partial",
     "q": "Sitemap + schema",
     "u": "https://phantomstory.com"
    },
    "pr": {
     "v": "partial",
     "q": "Your brand, recommended in the answer, cited to a publication you run.",
     "u": "https://phantomstory.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/mathew-pregasen-9a993948_today-i-have-a-special-announcement-the-activity-7508550143898644480-oVxK",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/mathew-pregasen-9a993948_thelettercompany-aeo-seo-activity-7483206182828916738-c3Vo"
   },
   "slug": "phantomstory"
  },
  {
   "n": "QueryBurst",
   "u": "https://queryburst.com/",
   "w": "Workspace for SEOs and marketers that models multi-turn customer conversations with AI search and shows where a brand enters and why.",
   "w_u": "https://queryburst.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "discover where your brand enters, influences, and leaves the conversation",
     "u": "https://queryburst.com/"
    },
    "sources": {
     "v": "yes",
     "q": "to source selection, and how an answer can change depending on the context of the turn before it",
     "u": "https://queryburst.com/"
    },
    "content": {
     "v": "yes",
     "q": "Site Intelligence lets you read it. And then helps you write a better one.",
     "u": "https://queryburst.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler Logs shows you which AI bots are hitting your site from the wild",
     "u": "https://queryburst.com/toolkit/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out Tool",
     "u": "https://queryburst.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Do you do agency or enterprise pricing? We're working on it.",
     "u": "https://queryburst.com/pricing/"
    }
   },
   "read": "2026-11-02",
   "slug": "queryburst"
  },
  {
   "n": "Rowana",
   "u": "https://rowana.ai/",
   "w": "Free analysis tool that shows how OpenAI and Anthropic models interpret a website and checks AI crawler permissions, for website owners.",
   "w_u": "https://rowana.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See summaries, target audiences, and key features generated directly by AI models.",
     "u": "https://rowana.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "reveals how AI actually sees your content",
     "u": "https://rowana.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Spot basic technical issues (like missing H1s) & check AI crawler permissions instantly.",
     "u": "https://rowana.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rowana"
  },
  {
   "n": "Rush",
   "u": "https://www.rushoptimize.com/",
   "w": "Waitlist for an offering that handles AI search and SEO for businesses that want brand visibility in AI search.",
   "w_u": "https://www.rushoptimize.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Optimize Your Brand's Visibility in AI Search",
     "u": "https://www.rushoptimize.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Let us handle your AI search and SEO.",
     "u": "https://www.rushoptimize.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "rush"
  },
  {
   "n": "SAG Tool",
   "u": "https://sagtool.com/",
   "w": "Web page audit platform that checks SEO, AEO and GEO signals and gives a grade, for site owners, SEO professionals, developers and agencies.",
   "w_u": "https://sagtool.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Question H2s, answer blocks, FAQPage schema, comparison tables, step lists, and definition sentences",
     "u": "https://sagtool.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "Organization schema, Article schema, external citations, statistics, named authorship, content freshness, and AI bot access",
     "u": "https://sagtool.com/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "who need downloadable white-label reports and team seats to deliver AI search audits to clients.",
     "u": "https://sagtool.com/about"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sag-tool"
  },
  {
   "n": "SearchVisibility.ai",
   "u": "https://searchvisibility.ai/",
   "w": "Free page checker that scores AI search readiness, with paid audit, monitoring and fix services for SEO, content and development teams.",
   "w_u": "https://searchvisibility.ai/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We’ll run it across every major model and show you exactly who got cited.",
     "u": "https://searchvisibility.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "show you exactly who got cited",
     "u": "https://searchvisibility.ai/"
    },
    "content": {
     "v": "yes",
     "q": "See how headings, summaries, visible content and page structure affect machine understanding.",
     "u": "https://searchvisibility.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Check robots.txt, sitemap.xml, llms.txt and crawlable links for barriers that can hide your content.",
     "u": "https://searchvisibility.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Yes, audits, ongoing monitoring, done-for-you schema and structure fixes, and multi-site reporting for agencies.",
     "u": "https://searchvisibility.ai/"
    }
   },
   "product": "Search Visibility AI",
   "hq": "United States",
   "hq_src": "https://searchvisibility.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searchvisibility-ai"
  },
  {
   "n": "SEOGEO",
   "u": "https://seogeocheck.com/",
   "w": "Website audit tool that checks visibility signals for search engines and AI answer engines, offered free to try to businesses.",
   "w_u": "https://seogeocheck.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Cross-platform performance tracking",
     "u": "https://seogeocheck.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Ensuring your content is clear enough for voice assistants and AI to use as a direct answer.",
     "u": "https://seogeocheck.com/"
    },
    "technical": {
     "v": "yes",
     "q": "We bridge the gap between technical signals and the generative AI ecosystem.",
     "u": "https://seogeocheck.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seogeo"
  },
  {
   "n": "sitetest.ai",
   "u": "https://sitetest.ai",
   "w": "Site audit, paid per report, that checks whether AI search bots can open and read a page, with a grade and code fixes.",
   "w_u": "https://sitetest.ai",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Third, citation hints: a short answer at the top of the page, facts and figures, sameAs links.",
     "u": "https://sitetest.ai"
    },
    "technical": {
     "v": "yes",
     "q": "does robots.txt let in the search bots OAI-SearchBot, Claude-SearchBot, PerplexityBot, Bingbot and Applebot?",
     "u": "https://sitetest.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies",
     "u": "https://sitetest.ai"
    }
   },
   "hq": "Ukraine",
   "hq_src": "https://sitetest.ai/impressum",
   "founded": 2025,
   "founded_src": "https://sitetest.ai/press",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sitetest-ai"
  },
  {
   "n": "Visibility Mesh",
   "u": "https://visibilitymesh.com/",
   "w": "AI visibility audit with file-by-file fixes; done-for-you schema and technical work on Shopify or WordPress; Shopify app.",
   "w_u": "https://visibilitymesh.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "content": {
     "v": "yes",
     "q": "Schema Mesh includes Foundation and adds markup written from what each page shows.",
     "u": "https://visibilitymesh.com/pages/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency[price]",
     "u": "https://visibilitymesh.com/"
    },
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "checks whether AI crawlers can reach your site, scores what AI can read and hands you fixes by theme file",
     "u": "https://visibilitymesh.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "AI SEO for Shopify stores",
     "u": "https://visibilitymesh.com"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://apps.shopify.com/visibility-mesh"
   },
   "slug": "visibility-mesh"
  },
  {
   "n": "willaicite",
   "u": "https://willaicite.com/",
   "w": "Free audit that scores whether AI answer engines can retrieve, read and quote a web page.",
   "w_u": "https://willaicite.com/",
   "cat": "ai-native",
   "sub": "fixes",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "a self-contained answer near the top, headings phrased as the questions people actually ask",
     "u": "https://willaicite.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI crawlers fetch the page at all.",
     "u": "https://willaicite.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "willaicite"
  },
  {
   "n": "3RD",
   "u": "https://www.get3rd.com/",
   "w": "An AI visibility platform for marketing teams that shows why AI picks competitors across markets and drafts fixes in the brand voice.",
   "w_u": "https://www.get3rd.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where AI chooses you, and where it chooses a competitor, in every market you sell in.",
     "u": "https://www.get3rd.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Top cited sources",
     "u": "https://www.get3rd.com/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts, rewrites and translations in your brand voice",
     "u": "https://www.get3rd.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawlers can reach your pages",
     "u": "https://www.get3rd.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Five drivers: content coverage, content quality, agent readiness, authority, outreach",
     "u": "https://www.get3rd.com/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Ads tracking",
     "u": "https://www.get3rd.com/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "3RD suggests the questions from your website and your Search Console data",
     "u": "https://www.get3rd.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Running an agency? Track AI visibility for every client brand.",
     "u": "https://www.get3rd.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "3rd"
  },
  {
   "n": "Aelo",
   "u": "https://aeloapp.io/",
   "w": "A Polish platform that measures whether ChatGPT, Gemini, Claude and Perplexity name a brand, then lists tasks and prepares content for brands and agencies.",
   "w_u": "https://aeloapp.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mierzy, czy modele wymieniają Twoją markę, na której pozycji i obok kogo.",
     "u": "https://aeloapp.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Domeny cytowane w Twojej kategorii",
     "u": "https://aeloapp.io/"
    },
    "content": {
     "v": "yes",
     "q": "Przygotowuje treści i grafiki pod znalezione luki.",
     "u": "https://aeloapp.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Audyt GEO i AEO",
     "u": "https://aeloapp.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Miejsca poza Twoją domeną, w których warto się pojawić, z priorytetami i linkami.",
     "u": "https://aeloapp.io/"
    },
    "commerce": {
     "v": "partial",
     "q": "Kogo modele polecają przy zakupie w Twojej kategorii",
     "u": "https://aeloapp.io/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Obsługuj widoczność wielu klientów z jednego panelu.",
     "u": "https://aeloapp.io/"
    }
   },
   "hq": "Poland",
   "hq_src": "https://aeloapp.io/o-nas/",
   "founded": 2026,
   "founded_src": "https://aeloapp.io/o-nas/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aelo"
  },
  {
   "n": "AEOIX",
   "u": "https://aeoix.com/",
   "w": "A platform that tracks brands across AI engines, ranks actions, audits sites, writes content and supports outreach, for brands, agencies and SEO teams.",
   "w_u": "https://aeoix.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand inside ChatGPT",
     "u": "https://aeoix.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Analytics puts share of voice, citations, sources and competitor context in one filterable view",
     "u": "https://aeoix.com/features"
    },
    "content": {
     "v": "yes",
     "q": "Generate AEO-optimized articles built to earn citations in AI answers.",
     "u": "https://aeoix.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Score any site for AI readiness",
     "u": "https://aeoix.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find and pitch sources AI already trusts so your brand gets mentioned.",
     "u": "https://aeoix.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Be the product AI recommends",
     "u": "https://aeoix.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "See the prompts buyers actually ask",
     "u": "https://aeoix.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Grow AI visibility for clients",
     "u": "https://aeoix.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://aeoix.com/terms-and-conditions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeoix"
  },
  {
   "n": "AEOTrack",
   "u": "https://www.aeotrack.io/",
   "w": "A weekly tracker for businesses and agencies that asks five AI engines buyer questions, stores answers and names one thing to do each week.",
   "w_u": "https://www.aeotrack.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AEOTrack asks five AI engines the questions your buyers ask, every week.",
     "u": "https://www.aeotrack.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The roundups, review sites and forums the engines cite for your questions: the short list you need to be on.",
     "u": "https://www.aeotrack.io/"
    },
    "content": {
     "v": "yes",
     "q": "Content Optimizer**: Generates AI-optimized content rewrites and answer-ready topic clusters.",
     "u": "https://www.aeotrack.io/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "Schema Generator and other tools produce copy-paste-ready",
     "u": "https://www.aeotrack.io/"
    },
    "pr": {
     "v": "yes",
     "q": "So the plan points you at the review sites, roundups and forums each engine actually read for your questions.",
     "u": "https://www.aeotrack.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We read your homepage, suggest the questions your buyers ask and the topics",
     "u": "https://www.aeotrack.io/"
    },
    "agency": {
     "v": "yes",
     "q": "delivered as white-label reports your clients open themselves",
     "u": "https://www.aeotrack.io/"
    }
   },
   "hq": "India",
   "hq_src": "https://www.aeotrack.io/about",
   "read": "2026-11-02",
   "slug": "aeotrack"
  },
  {
   "n": "Aethon AI",
   "u": "https://aiaethon.com/",
   "w": "An AI visibility platform for marketing teams and agencies that maps buying moments, tracks assistant recommendations, and ranks and publishes fixes.",
   "w_u": "https://aiaethon.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "What each AI says when buyers ask",
     "u": "https://aiaethon.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The pages AI leans on for its answers",
     "u": "https://aiaethon.com/"
    },
    "content": {
     "v": "yes",
     "q": "then publishes pages to WordPress, Webflow or your own stack",
     "u": "https://aiaethon.com/"
    },
    "technical": {
     "v": "yes",
     "q": "structured data the assistants can read",
     "u": "https://aiaethon.com/pricing/"
    },
    "pr": {
     "v": "yes",
     "q": "content placed on the sites they cite",
     "u": "https://aiaethon.com/pricing/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The buying moments in your category",
     "u": "https://aiaethon.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Run AI visibility for every client from one account, with the evidence to show what changed.",
     "u": "https://aiaethon.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://aiaethon.com/terms/",
   "read": "2026-11-02",
   "slug": "aethon-ai"
  },
  {
   "n": "AI Knows Us",
   "u": "https://www.aiknowsus.com/",
   "w": "A service-plus-software platform that scans whether AI names a business, finds the questions buyers ask AI, publishes pages built to be quoted and reports weekly; free scan.",
   "w_u": "https://www.aiknowsus.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "For every question, you see the businesses AI recommends and the sources it read to decide.",
     "u": "https://www.aiknowsus.com/"
    },
    "sources": {
     "v": "yes",
     "q": "For every question, you see the businesses AI recommends and the sources it read to decide.",
     "u": "https://www.aiknowsus.com/"
    },
    "content": {
     "v": "yes",
     "q": "Answer-first pages on your own blog",
     "u": "https://www.aiknowsus.com/"
    },
    "pr": {
     "v": "yes",
     "q": "plus honest pitches to the review sites, directories and lists AI apps cite.",
     "u": "https://www.aiknowsus.com/"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies",
     "u": "https://www.aiknowsus.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We find the questions your buyers ask AI.",
     "u": "https://www.aiknowsus.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.aiknowsus.com/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ai-knows-us"
  },
  {
   "n": "AI Search Rank",
   "u": "https://www.aisearchrank.ai/",
   "w": "A platform that audits brands across ChatGPT, Perplexity, Claude and Gemini and generates fixes and client reports, sold to digital marketing agencies.",
   "w_u": "https://www.aisearchrank.ai/about",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "generates the fixes, and tracks Share of Voice over time",
     "u": "https://www.aisearchrank.ai/about"
    },
    "sources": {
     "v": "partial",
     "q": "Citation Intelligence + competitor tracking",
     "u": "https://www.aisearchrank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "paste-ready JSON-LD schema, content briefs, pitch emails",
     "u": "https://www.aisearchrank.ai/about"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler log tracking",
     "u": "https://www.aisearchrank.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Fix 2: 5 authority pitch emails — drafted",
     "u": "https://www.aisearchrank.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and client portals under your brand",
     "u": "https://www.aisearchrank.ai/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.aisearchrank.ai/about",
   "founded": 2026,
   "founded_src": "https://www.aisearchrank.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-search-rank"
  },
  {
   "n": "AI SEO Tracker",
   "u": "https://aiseotracker.com/",
   "w": "One-time report showing whether ChatGPT, Perplexity, Gemini, Copilot and AI Overviews mention your brand, with cited sources; optional weekly tracking.",
   "w_u": "https://aiseotracker.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Find out if ChatGPT, Perplexity, Gemini, Copilot, and AI Overviews recommend you, and who they name instead.",
     "u": "https://aiseotracker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor visibility gaps and cited sources",
     "u": "https://aiseotracker.com/pricing"
    },
    "content": {
     "v": "partial",
     "q": "Prioritized AI SEO action plan",
     "u": "https://aiseotracker.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Who to pitch among pages models already cite",
     "u": "https://aiseotracker.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For teams and agencies tracking multiple brands with shared access.",
     "u": "https://aiseotracker.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "AI SEO Page Inspector | See your page the way AI does",
     "u": "https://aiseotracker.com/about"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Keyword Research | Find high-intent prompts from real questions",
     "u": "https://aiseotracker.com/about"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://aiseotracker.com/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://feedback.aiseotracker.com/changelog"
   },
   "slug": "ai-seo-tracker"
  },
  {
   "n": "AIclicks",
   "u": "https://aiclicks.io/",
   "w": "GEO platform that tracks brand visibility across 10+ AI engines, finds cited sources, writes AI-optimized articles, and sells Reddit/backlink services.",
   "w_u": "https://aiclicks.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand mentions, track citation sources, and outrank competitors across 10+ AI platforms.",
     "u": "https://aiclicks.io/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "AIclicks tracks your AI visibility, identifies the sources driving citations, and gets your brand mentioned by AI.",
     "u": "https://aiclicks.io/"
    },
    "content": {
     "v": "yes",
     "q": "AI-optimized articles per month",
     "u": "https://aiclicks.io/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit Growth Services",
     "u": "https://aiclicks.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies get custom pricing based on client volume, possible revenue share on referrals, team training, and custom product development for high-volume partners.",
     "u": "https://aiclicks.io/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Track Real AI Traffic",
     "u": "https://aiclicks.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover Prompts",
     "u": "https://aiclicks.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Lithuania",
   "hq_src": "https://www.linkedin.com/company/aiclicks",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/aiclicks",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.producthunt.com/products/aiclicks"
   },
   "slug": "aiclicks"
  },
  {
   "n": "Aigeo",
   "u": "https://theaigeo.com/",
   "w": "A platform that monitors brand visibility and sentiment across ChatGPT, Gemini, Claude, Perplexity, DeepSeek and Doubao, with content drafting and paid press placement.",
   "w_u": "https://theaigeo.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track and analyze how often and in what context your brand is mentioned by AI models.",
     "u": "https://theaigeo.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "How Aigeo collects the sources AI answers cite",
     "u": "https://theaigeo.com/docs/citations/"
    },
    "content": {
     "v": "yes",
     "q": "drafts grounded in the pages AI cites, a claim review, and the brand library behind them",
     "u": "https://theaigeo.com/docs/"
    },
    "technical": {
     "v": "yes",
     "q": "Whether AI crawlers can reach, read and understand your site at all.",
     "u": "https://theaigeo.com/docs/"
    },
    "pr": {
     "v": "yes",
     "q": "Press-release distribution along two routes",
     "u": "https://theaigeo.com/docs/guides/distribution/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Turning your own website, search trends and Reddit discussions into probe-ready prompts",
     "u": "https://theaigeo.com/docs/guides/discover/"
    },
    "agency": {
     "v": "partial",
     "q": "Client-ready HTML and PDF reports",
     "u": "https://theaigeo.com/docs/"
    }
   },
   "hq": "US",
   "hq_src": "https://linkedin.com/company/the-aigeo",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/the-aigeo",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aigeo"
  },
  {
   "n": "AIGROW",
   "u": "https://aigrow.gg",
   "w": "A seller of AI visibility audits and monitoring, press release placement, AI agent operations and discounted AI API credit, for businesses and agencies.",
   "w_u": "https://aigrow.gg",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monthly checks of what AI assistants say about your site.",
     "u": "https://aigrow.gg"
    },
    "sources": {
     "v": "yes",
     "q": "AI source listings",
     "u": "https://aigrow.gg"
    },
    "content": {
     "v": "yes",
     "q": "Structured data and answer pages",
     "u": "https://aigrow.gg"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler check | llms.txt generator",
     "u": "https://aigrow.gg"
    },
    "pr": {
     "v": "yes",
     "q": "Written for you, published on 500+ news sites",
     "u": "https://aigrow.gg"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Client seats and services under your brand, at wholesale prices",
     "u": "https://aigrow.gg"
    }
   },
   "founded": 2025,
   "founded_src": "https://aigrow.gg/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026",
    "src": "https://aigrow.gg/about"
   },
   "slug": "aigrow"
  },
  {
   "n": "Ainswer",
   "u": "https://ainswer.app/",
   "w": "Tracks whether ChatGPT, Gemini, Claude, Google AI and Perplexity recommend a brand, with diagnostics and done-for-you source placements for brands and agencies.",
   "w_u": "https://ainswer.app",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ainswer tracks whether ChatGPT, Gemini, Claude, Google's AI and Perplexity recommend your brand",
     "u": "https://ainswer.app"
    },
    "sources": {
     "v": "yes",
     "q": "Every source in your answers, ranked by citations.",
     "u": "https://ainswer.app"
    },
    "content": {
     "v": "yes",
     "q": "Comparison + FAQ pages written for you",
     "u": "https://ainswer.app"
    },
    "technical": {
     "v": "yes",
     "q": "AI-readability audit",
     "u": "https://ainswer.app"
    },
    "pr": {
     "v": "yes",
     "q": "We get you into the sources AI reads",
     "u": "https://ainswer.app"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies & multi-brand portfolios: white-label plans",
     "u": "https://ainswer.app"
    }
   },
   "read": "2026-11-02",
   "slug": "ainswer"
  },
  {
   "n": "AIRankCard",
   "u": "https://airankcard.com/",
   "w": "Free check and one-time report with copy-paste fixes showing whether ChatGPT, Perplexity and Gemini recommend a local or small business.",
   "w_u": "https://airankcard.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Perplexity and Gemini the questions your customers ask, live.",
     "u": "https://airankcard.com"
    },
    "sources": {
     "v": "yes",
     "q": "You see who they name, who they name instead, and which websites they trust.",
     "u": "https://airankcard.com"
    },
    "content": {
     "v": "yes",
     "q": "Copy-paste fixes written for your business",
     "u": "https://airankcard.com"
    },
    "technical": {
     "v": "yes",
     "q": "5 FAQs + schema code",
     "u": "https://airankcard.com"
    },
    "pr": {
     "v": "yes",
     "q": "That's where to get listed.",
     "u": "https://airankcard.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://airankcard.com/about",
   "read": "2026-11-02",
   "slug": "airankcard"
  },
  {
   "n": "Airefs",
   "u": "https://getairefs.com/",
   "w": "Monitors brand visibility in AI answers, then creates articles, Reddit/Quora discussions and earned mentions on sites AI cites.",
   "w_u": "https://getairefs.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor up to 25 user prompts and their answers in ChatGPT and Google AI Overview.",
     "u": "https://getairefs.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sources shaping answers in your market.",
     "u": "https://getairefs.com/"
    },
    "content": {
     "v": "yes",
     "q": "Airefs creates the articles",
     "u": "https://getairefs.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Brand Mentions We get you placed in articles AI already cites",
     "u": "https://getairefs.com/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "Airefs tracks every client's visibility in AI answers from one workspace, then turns each gap into the content and outreach that closes it. Get Early Access",
     "u": "https://getairefs.com/customers/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Analytics | See which AI bots crawl your site",
     "u": "https://getairefs.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://getairefs.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "airefs"
  },
  {
   "n": "AIsee",
   "u": "https://aisee.live/",
   "w": "GEO toolkit that scans a brand across AI engines, turns gaps into tasks, plans and posts content, and pays creators for verified posts.",
   "w_u": "https://aisee.live",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how AI engines talk about your brand",
     "u": "https://aisee.live"
    },
    "sources": {
     "v": "partial",
     "q": "We scan knowledge graphs, structured data, citations, and AI-generated answers",
     "u": "https://aisee.live"
    },
    "content": {
     "v": "yes",
     "q": "Turn findings into growth tasks, plan content, and review later scans.",
     "u": "https://aisee.live"
    },
    "technical": {
     "v": "yes",
     "q": "AI presence, competitor landscape, strategy review, structured data and crawler accessibility",
     "u": "https://aisee.live"
    },
    "pr": {
     "v": "yes",
     "q": "Turn creators into your distribution network.",
     "u": "https://aisee.live"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aisee"
  },
  {
   "n": "Aiso",
   "u": "https://www.getaiso.com/",
   "w": "AI search visibility platform that surfaces real customer prompts from a panel, fan-out queries, mentions and citations across major LLMs.",
   "w_u": "https://www.getaiso.com/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when AI mentions you",
     "u": "https://www.getaiso.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We surface fan-out queries, cited sources, and brand mentions inside the answer",
     "u": "https://www.getaiso.com/"
    },
    "content": {
     "v": "yes",
     "q": "Improve the content, technical foundation and authority signals that shape whether AI recommends you.",
     "u": "https://www.getaiso.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find where a paid placement could reach buyers you are not reaching today.",
     "u": "https://www.getaiso.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Aiso for agencies](https://www.getaiso.com/solutions/agencies): White-label reporting, multi-client dashboards, and the analyst layer agencies need to bill for AI search work.",
     "u": "https://www.getaiso.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Check if AI can read your site: See what blocks AI from your website and what to fix first.",
     "u": "https://www.getaiso.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "See what people ask AI: Find the questions buyers ask, including the follow-ups that reveal what they need.",
     "u": "https://www.getaiso.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Find opportunities for ChatGPT ads: Find where a paid placement could reach buyers you are not reaching today.",
     "u": "https://www.getaiso.com/"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.getaiso.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://www.producthunt.com/products/aiso",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.producthunt.com/products/aiso"
   },
   "slug": "aiso"
  },
  {
   "n": "AISONX",
   "u": "https://aisonx.com/",
   "w": "Done-for-you AI visibility service for brands, with audits, citation building and monitoring, plus a paid self-serve AI visibility score tool.",
   "w_u": "https://aisonx.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ongoing tracking of your share of voice against named competitors, across every LLM, every week.",
     "u": "https://aisonx.com"
    },
    "sources": {
     "v": "yes",
     "q": "We identify which sources AI models trust for your category",
     "u": "https://aisonx.com"
    },
    "content": {
     "v": "yes",
     "q": "Rewrite 5 priority pages using GEO-friendly frameworks",
     "u": "https://aisonx.com/aisonx-pricing-packages/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema, entity signals, and content structure rebuilt specifically for AI retrieval",
     "u": "https://aisonx.com"
    },
    "pr": {
     "v": "yes",
     "q": "Citation & Authority Building",
     "u": "https://aisonx.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aisonx"
  },
  {
   "n": "ALLMO",
   "u": "https://allmo.ai/",
   "w": "AI search analytics platform that monitors brand visibility and citations across AI models and automates AI-optimized content.",
   "w_u": "https://allmo.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover how AI talks about your brand with advanced visibility tracking, citation intelligence and actionable insights",
     "u": "https://allmo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track citations across AI platforms",
     "u": "https://allmo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Automate AI-optimized content creation",
     "u": "https://allmo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Turn visibility data into concrete next steps. What to write, who to pitch, which topics to own.",
     "u": "https://allmo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Running a GEO marketing agency? ALLMO's report structure lets you track prompts for each brand in separate reports.",
     "u": "https://allmo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI index status and accelerate crawler discovery.",
     "u": "https://allmo.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Identify the prompts that matter most with our best in class prompt research framework",
     "u": "https://allmo.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://allmo.ai/imprint",
   "founded": 2025,
   "founded_src": "https://de.linkedin.com/company/allmo-ai",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://allmo.ai/articles/introduction-to-allmo-part-1-what-is-allmo"
   },
   "slug": "allmo"
  },
  {
   "n": "Amadora AI",
   "u": "https://amadora.ai/",
   "w": "AI search optimization platform that finds why AI recommends competitors, writes and publishes content, runs mention outreach and tracks share of voice.",
   "w_u": "https://amadora.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankings, mentions, citations and share of voice tracked daily across ChatGPT, Gemini and Perplexity.",
     "u": "https://amadora.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI source and citation analysis",
     "u": "https://amadora.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "15 articles a month, in 150+ languages",
     "u": "https://amadora.ai/pricing/"
    },
    "pr": {
     "v": "yes",
     "q": "Runs mention outreach and follow-ups",
     "u": "https://amadora.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "For marketing agencies delivering GEO services across 10+ clients.",
     "u": "https://amadora.ai/pricing-agency/"
    },
    "technical": {
     "v": "partial",
     "q": "ships the on-page work to your site",
     "u": "https://amadora.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://amadora.ai/about/",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/dmitrychistov_weve-now-370-amazing-people-registered-activity-7409225426721509378-IekI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/dmitrychistov_weve-now-370-amazing-people-registered-activity-7409225426721509378-IekI"
   },
   "slug": "amadora-ai"
  },
  {
   "n": "Amionai",
   "u": "https://www.amionai.com/",
   "w": "AI search analytics that tracks brand mentions in ChatGPT and Google AI Overviews, with citation analysis and an action plan; managed tiers available.",
   "w_u": "https://www.amionai.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompt mentions",
     "u": "https://www.amionai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand your current citation gaps and how to close them",
     "u": "https://www.amionai.com/"
    },
    "content": {
     "v": "yes",
     "q": "We audit your content, implement schema markup, and optimize for maximum citation potential.",
     "u": "https://www.amionai.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Engage authentically in relevant subreddits to become a trusted voice. We identify the right threads and craft strategic responses.",
     "u": "https://www.amionai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Offer instant audits, prove the need for AI optimization, and flexibly track clients with our new GEO platform.",
     "u": "https://www.amionai.com/agency"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Am I on AI?",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "am-i-on-ai"
  },
  {
   "n": "AnswerRank",
   "u": "https://linkgecko.com/",
   "w": "Link building tool for software companies that finds pages AI answers cite and drafts outreach to get listed on them.",
   "w_u": "https://linkgecko.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "marks each question where AI now names you",
     "u": "https://linkgecko.com/"
    },
    "sources": {
     "v": "yes",
     "q": "LinkGecko asks AI the questions your buyers ask and ranks the pages behind each answer",
     "u": "https://linkgecko.com/"
    },
    "content": {
     "v": "yes",
     "q": "A free WordPress plugin that drafts the articles your gaps call for.",
     "u": "https://answerrank.so"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Every target comes with a draft for its editor",
     "u": "https://linkgecko.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://answerrank.so/terms",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://news.ycombinator.com/item?id=49357202"
   },
   "slug": "answerrank"
  },
  {
   "n": "Aparok",
   "u": "https://aparok.com/",
   "w": "AI visibility and GEO analytics software for Series A to C SaaS startups, tracking answers, citations, competitors and AI traffic with ranked actions.",
   "w_u": "https://aparok.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "then runs prompt watchlists in ChatGPT and Perplexity, records answer excerpts, brand mentions, cited domains",
     "u": "https://aparok.com"
    },
    "sources": {
     "v": "yes",
     "q": "Identify cited domains, tracked-domain citation gaps, and third-party sources that appear in AI answers.",
     "u": "https://aparok.com"
    },
    "content": {
     "v": "yes",
     "q": "Crawl pages for answerable content, schema, canonical signals, headings, freshness, and render-heavy pages.",
     "u": "https://aparok.com"
    },
    "technical": {
     "v": "yes",
     "q": "Crawl pages for answerable content, schema, canonical signals, headings, freshness, and render-heavy pages.",
     "u": "https://aparok.com"
    },
    "pr": {
     "v": "yes",
     "q": "so you know exactly which sources to win over next",
     "u": "https://aparok.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt discovery, source analysis, and LLM optimization",
     "u": "https://aparok.com"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and operators managing multiple brands.",
     "u": "https://aparok.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "aparok"
  },
  {
   "n": "AppearIn AI",
   "u": "https://appearin.ai/",
   "w": "Platform that tracks brand visibility in AI answers, audits websites and creates content and community placements, for brands and agencies.",
   "w_u": "https://appearin.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand appears, how often it is cited, and who ranks ahead.",
     "u": "https://appearin.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Turn what AI cites into useful content for every channel.",
     "u": "https://appearin.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn AI signals into content",
     "u": "https://appearin.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Turn page gaps into clear fixes that help AI understand and trust your offer.",
     "u": "https://appearin.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Connect each priority question with relevant creators, experts, and communities.",
     "u": "https://appearin.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Brand and product visibility across AI answers",
     "u": "https://appearin.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the real questions buyers ask AI before they choose a product or partner.",
     "u": "https://appearin.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage every client in one place.",
     "u": "https://appearin.ai/"
    }
   },
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/appearin-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "appearin-ai"
  },
  {
   "n": "Asheard",
   "u": "https://asheard.com",
   "w": "Dashboard tracking whether AI engines name a brand plus Google rankings, for local businesses, software companies and agencies.",
   "w_u": "https://asheard.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See the share of answers that name you, per engine, over time.",
     "u": "https://asheard.com"
    },
    "sources": {
     "v": "yes",
     "q": "Every source AI engines cite, aggregated and ranked.",
     "u": "https://asheard.com"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Your digital-PR target list, refreshed with every run.",
     "u": "https://asheard.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Asheard suggests the keywords — and the prompts your customers actually ask.",
     "u": "https://asheard.com"
    },
    "agency": {
     "v": "yes",
     "q": "SEO + GEO Agency tiers include 50 projects, 10 seats, and white-label reports.",
     "u": "https://asheard.com/agencies/"
    }
   },
   "hq": "Slovenia",
   "hq_src": "https://asheard.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "asheard"
  },
  {
   "n": "AskWatch",
   "u": "https://askwatch.ai/",
   "w": "AI visibility tracker for marketers and agencies, monitoring six engines daily, with agents that write posts, draft community replies and place guest posts.",
   "w_u": "https://askwatch.ai",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AskWatch tracks your AI visibility across six engines",
     "u": "https://askwatch.ai"
    },
    "sources": {
     "v": "yes",
     "q": "The pages and domains the answers are built on, ranked by how often they get cited.",
     "u": "https://askwatch.ai"
    },
    "content": {
     "v": "yes",
     "q": "Autopilot turns what AskWatch finds into work: blog posts, community replies and guest posts.",
     "u": "https://askwatch.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Free llms.txt Checker",
     "u": "https://askwatch.ai"
    },
    "pr": {
     "v": "yes",
     "q": "Finds relevant sites that AI engines already cite in your category and places guest posts there for you.",
     "u": "https://askwatch.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "white label with your brand and domain, a login for each client",
     "u": "https://askwatch.ai"
    }
   },
   "read": "2026-11-02",
   "slug": "askwatch"
  },
  {
   "n": "Asky",
   "u": "https://askylabs.com/",
   "w": "Autonomous SEO and GEO platform that measures Google and AI visibility, finds cited sources, and ships content, technical, third-party and social fixes.",
   "w_u": "https://askylabs.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure your AI share of voice on the questions buyers actually ask",
     "u": "https://askylabs.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sources influencing AI answers in your category",
     "u": "https://askylabs.com/"
    },
    "content": {
     "v": "yes",
     "q": "Pages worth citing, in your voice",
     "u": "https://askylabs.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Get into the pages AI already cites",
     "u": "https://askylabs.com/"
    },
    "agency": {
     "v": "partial",
     "q": "plans for teams, agencies, and enterprises",
     "u": "https://askylabs.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Agent analytics: Which AI crawlers visit, and where",
     "u": "https://askylabs.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "See the answers your buyers see",
     "u": "https://askylabs.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://askylabs.com/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "asky"
  },
  {
   "n": "Attensira",
   "u": "https://attensira.com/",
   "w": "AI agents that track buyer questions across AI engines and do the visibility work: articles, page fixes, outreach pitches and placements.",
   "w_u": "https://attensira.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "picks the questions your buyers ask ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews, and does the work to get you named",
     "u": "https://attensira.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Earn the sources AI trusts.",
     "u": "https://attensira.com/"
    },
    "content": {
     "v": "yes",
     "q": "research, writing, page fixes, placements and ads, shipped to your site as pull requests or CMS drafts",
     "u": "https://attensira.com/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "[price]/mo ≈ 4 articles · 12 page fixes · 20 outreach pitches · daily monitoring",
     "u": "https://attensira.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Attensira gives each client brand its own workspace inside one account: its own prompts, crew, connections and reports.",
     "u": "https://attensira.com/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We pick the questions to watch. The questions your buyers actually ask, read every day in each engine and country you sell in.",
     "u": "https://attensira.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://attensira.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://attensira.com/press",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "attensira"
  },
  {
   "n": "Besible",
   "u": "https://besible.net/",
   "w": "Tool that compares a brand with competitors in ChatGPT, Claude and Perplexity and gives a weekly plan with Reddit drafts, for B2B SaaS founders.",
   "w_u": "https://besible.net/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track ChatGPT, Claude & Perplexity",
     "u": "https://besible.net/"
    },
    "sources": {
     "v": "yes",
     "q": "Show which pages & sources get you cited",
     "u": "https://besible.net/"
    },
    "content": {
     "v": "yes",
     "q": "See what to change first so AI can use your page as a source.",
     "u": "https://besible.net/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Live threads where buyers pick tools. We draft a reply you can post in a few minutes.",
     "u": "https://besible.net/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Recommend, alternative, and budget prompts people type into ChatGPT for your category.",
     "u": "https://besible.net/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.linkedin.com/posts/srishta_besible-get-discovered-by-ai-activity-7410652866358591488-pt5L",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "besible"
  },
  {
   "n": "BotSay",
   "u": "https://www.botsay.ai/",
   "w": "Weekly tracking of buyer questions on six AI engines, with a ranked list of pages to write and sites to appear on, for brands.",
   "w_u": "https://www.botsay.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mention rate, Share of voice, Average rank, Your pages cited and Sentiment",
     "u": "https://www.botsay.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The websites AI takes its answers from, and the ones you could get listed on.",
     "u": "https://www.botsay.ai/"
    },
    "content": {
     "v": "yes",
     "q": "It ranks the pages to write and the sites to be on",
     "u": "https://www.botsay.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "the other sites to get mentioned on, biggest payoff first",
     "u": "https://www.botsay.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "questions your buyers ask AI, picked by you or suggested by BotSay",
     "u": "https://www.botsay.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.botsay.ai/terms",
   "read": "2026-11-02",
   "slug": "botsay"
  },
  {
   "n": "brandfound",
   "u": "https://brandfound.ai/",
   "w": "Platform that monitors brand mentions, tone and sources in 11 AI engines and creates content tasks, sold to companies and agencies, mainly in Russian.",
   "w_u": "https://brandfound.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Упоминания, тональность, источники и конкуренты в ответах 11 нейросетей.",
     "u": "https://brandfound.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Находим площадки, на которые ссылаются нейросети.",
     "u": "https://brandfound.ai/"
    },
    "content": {
     "v": "yes",
     "q": "От аналитики — к контенту на основе данных.",
     "u": "https://brandfound.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "copypost берёт задачи из brandfound, готовит материалы и размещает их под вашим аккаунтом.",
     "u": "https://brandfound.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Понимаем, как клиенты ищут ваш бренд и категорию.",
     "u": "https://brandfound.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Мониторинг бренда в нейросетях для компаний и агентств",
     "u": "https://brandfound.ai/"
    }
   },
   "hq": "Russia",
   "hq_src": "https://brandfound.ai/",
   "founded": 2024,
   "founded_src": "https://brandfound.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandfound"
  },
  {
   "n": "BrandGEO (brandgeo.co)",
   "u": "https://brandgeo.co/",
   "w": "AI visibility audits and weekly monitoring across five AI models, with fix lists and white-label PDF reports, for brands and agencies.",
   "w_u": "https://brandgeo.co/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Upgrade for weekly tracking, competitor benchmarks, and",
     "u": "https://brandgeo.co/"
    },
    "sources": {
     "v": "yes",
     "q": "map of the domains AI cites about your category",
     "u": "https://brandgeo.co/"
    },
    "content": {
     "v": "partial",
     "q": "A2Z Web's GEO & AIO team optimizes your website, content, and digital PR",
     "u": "https://brandgeo.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Plus ready-to-paste JSON-LD, llms.txt and a 90-day roadmap, generated when your audit finishes.",
     "u": "https://brandgeo.co/"
    },
    "pr": {
     "v": "yes",
     "q": "plus a digital-PR target list of sources citing rivals but not you",
     "u": "https://brandgeo.co/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Plug in any domain, get a white-label PDF in about two minutes.",
     "u": "https://brandgeo.co/"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://brandgeo.co/",
   "read": "2026-11-02",
   "slug": "brandgeo-brandgeo"
  },
  {
   "n": "BuzzView",
   "u": "https://buzzview.ai/",
   "w": "AI visibility platform that tracks ten AI engines and turns findings into content briefs and outreach contacts, for brands and agencies.",
   "w_u": "https://buzzview.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly how ChatGPT, Google AI and Perplexity talk about your brand",
     "u": "https://buzzview.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track 10 AI engines and audit every citation.",
     "u": "https://buzzview.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn LLM findings into briefs and drafts, right inside the tool.",
     "u": "https://buzzview.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Contacts and link-building leads that build the authority LLMs cite.",
     "u": "https://buzzview.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-project support, client-ready dashboards, exports, and scale-friendly pricing are built in.",
     "u": "https://buzzview.ai/pricing"
    }
   },
   "hq": "Germany",
   "hq_src": "https://buzzview.ai/",
   "read": "2026-11-02",
   "slug": "buzzview"
  },
  {
   "n": "ChatFeatured",
   "u": "https://chatfeatured.com/",
   "w": "AEO platform that tracks AI answers and sources, then drafts content, ships site fixes and drafts outreach to cited publishers.",
   "w_u": "https://chatfeatured.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatFeatured checks the questions buyers ask, the answers AI gives, and the sources behind them.",
     "u": "https://chatfeatured.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace each answer back to the pages it cites, and find the one that skips you or gets you wrong.",
     "u": "https://chatfeatured.com/"
    },
    "content": {
     "v": "yes",
     "q": "It drafts the content, ships the site fixes and briefs your PR team, then checks the answer again.",
     "u": "https://chatfeatured.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Pitch a buyer's guide refresh Email to the editor Drafted",
     "u": "https://chatfeatured.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited client projects  Client workspaces  White-label reports",
     "u": "https://chatfeatured.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "See which agents read your site, what they take from it, and how to turn their visits into traffic from AI search.",
     "u": "https://chatfeatured.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Find the questions buyers ask AI where your competitors are named and you aren't.",
     "u": "https://chatfeatured.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://pulse2.com/chatfeatured-raises-2-million-pre-seed-round-to-build-autonomous-ai-search-agent-for-marketing-teams/",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/chatfeatured",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://pulse2.com/chatfeatured-raises-2-million-pre-seed-round-to-build-autonomous-ai-search-agent-for-marketing-teams/"
   },
   "slug": "chatfeatured"
  },
  {
   "n": "ChatRank",
   "u": "https://chatrank.ai/",
   "w": "AI marketing platform plus expert team that tracks ChatGPT, AI Overviews, Perplexity and Claude and executes content, PR and site fixes.",
   "w_u": "https://chatrank.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform tracks how ChatGPT, Google AI Overviews, Perplexity, and Claude describe and recommend your brand",
     "u": "https://chatrank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Scan your site for the signals AI models need to trust, understand, and cite you — then work a prioritized fix list.",
     "u": "https://chatrank.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Earn mentions in credible publications and podcasts — one of the strongest signals AI uses to decide who to trust.",
     "u": "https://chatrank.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple clients, all in one place. ChatRank is built for agencies",
     "u": "https://chatrank.ai/solutions/agencies"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Build and test a robots.txt file optimized for AI crawlers.",
     "u": "https://chatrank.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the questions buyers actually ask AI, and how much demand sits behind each one",
     "u": "https://chatrank.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Ecommerce businesses use ChatRank to appear in AI product recommendations when shoppers ask ChatGPT or Perplexity for the best products to buy.",
     "u": "https://chatrank.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://chatrank.ai/policies/terms-of-service",
   "founded": 2024,
   "founded_src": "https://chatrank.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-12",
    "src": "https://www.producthunt.com/products/chatrank/launches"
   },
   "slug": "chatrank"
  },
  {
   "n": "Chosenly.com",
   "u": "https://chosenly.com/",
   "w": "B2B GEO software that tracks LLM visibility, traces misinformation to its sources, and supports content and outreach for third-party mentions.",
   "w_u": "https://chosenly.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Choose a plan to track LLM visibility, fix misinformation, and win the AI search mentions that drive pipeline.",
     "u": "https://chosenly.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Actionable data: We scrape and analyze citations to know exactly what to do",
     "u": "https://chosenly.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Create content that LLMs cite and use to recommend your brand",
     "u": "https://chosenly.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Negotiate placements on listicles",
     "u": "https://chosenly.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Deliver AI search visibility for every client.",
     "u": "https://chosenly.com/for-agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Tech analysis for pages",
     "u": "https://chosenly.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Chosenly",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/ishaan-shakunt_today-were-finally-launching-our-new-company-activity-7328436632729088000-nIyJ"
   },
   "slug": "chosenly"
  },
  {
   "n": "CitedSpy",
   "u": "https://www.citedspy.com/",
   "w": "Software that shows who AI engines recommend and gives content, marketing and PR teams a weekly task list, with AI referral revenue reporting.",
   "w_u": "https://www.citedspy.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your questions run on your chosen engines. See who gets named and which pages the answers cite.",
     "u": "https://www.citedspy.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the review sites, Reddit threads, YouTube videos and articles AI cites for your questions, ranked by influence.",
     "u": "https://www.citedspy.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content Studio drafts new pages, or rewrites the ones you have, grounded in real AI answers and the facts they are missing.",
     "u": "https://www.citedspy.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawl your site the way an AI engine reads it.",
     "u": "https://www.citedspy.com/features"
    },
    "pr": {
     "v": "yes",
     "q": "A draft comment, review request or pitch for each",
     "u": "https://www.citedspy.com/features"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the questions you are not tracking yet.",
     "u": "https://www.citedspy.com/features"
    },
    "agency": {
     "v": "yes",
     "q": "Can my agency white-label this?",
     "u": "https://www.citedspy.com/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://www.citedspy.com/about",
   "founded": 2026,
   "founded_src": "https://www.citedspy.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/arshita-sharma_were-live-on-product-hunt-after-months-activity-7484498027840385024-dzuF"
   },
   "slug": "citedspy"
  },
  {
   "n": "CiteGraph",
   "u": "https://www.citegraph.app/",
   "w": "Software that asks AI assistants a product's buyer questions, shows the answers it lost and writes fixes, for product makers and agencies.",
   "w_u": "https://www.citegraph.app/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CiteGraph asks the questions your buyers ask, shows every answer the engines give, and hands you the fixes to get you in.",
     "u": "https://www.citegraph.app/"
    },
    "sources": {
     "v": "yes",
     "q": "The sites the assistants cite on the questions you lose, how often each one is cited",
     "u": "https://www.citegraph.app/"
    },
    "content": {
     "v": "yes",
     "q": "CiteGraph writes the page from the answers you lost and your own site, every sentence traced to a source",
     "u": "https://www.citegraph.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Fifteen checks the way a crawler sees your site: robots access for eight AI bots",
     "u": "https://www.citegraph.app/features"
    },
    "pr": {
     "v": "yes",
     "q": "CiteGraph drafts the pitch; you send it.",
     "u": "https://www.citegraph.app/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Ten questions written the way your buyers type them",
     "u": "https://www.citegraph.app/"
    },
    "agency": {
     "v": "partial",
     "q": "by agencies tracking several client domains",
     "u": "https://www.citegraph.app/llms.txt"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://news.ycombinator.com/item?id=49784671"
   },
   "slug": "citegraph"
  },
  {
   "n": "Citera",
   "u": "https://citeralabs.ai/",
   "w": "Platform that tracks AI search visibility and creates and publishes content, website fixes and backlinks for brands and agencies, across Google and AI models.",
   "w_u": "https://citeralabs.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track traffic, clicks, keywords and AI-search visibility in one place.",
     "u": "https://citeralabs.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Deep competitor insight at prompt and citation level",
     "u": "https://citeralabs.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We auto generate your content 30 days ahead, blogs, Reddit posts, X posts, website fixes & more",
     "u": "https://citeralabs.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "AI crawler access verified",
     "u": "https://citeralabs.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "We find the opportunities, create the content, build the backlinks",
     "u": "https://citeralabs.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For large companies and agencies that need higher limits and special features.",
     "u": "https://citeralabs.ai/"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.yuncture.com/en/news/efter-silicon-valley-nu-lanserar-rankad-ai-fran-goeteborg-med-1-400-foeretag-i-koe"
   },
   "slug": "citera"
  },
  {
   "n": "CiteRadar",
   "u": "https://citeradar.io/",
   "w": "AI visibility monitor that scores a brand on four AI engines monthly, lists sources and fixes, and offers white-label reports for agencies.",
   "w_u": "https://citeradar.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A single visibility score across ChatGPT, Perplexity, Claude and Gemini.",
     "u": "https://citeradar.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The ranked list of domains AI pulls from",
     "u": "https://citeradar.io/"
    },
    "content": {
     "v": "partial",
     "q": "Concrete fixes in high / medium / low priority.",
     "u": "https://citeradar.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "your highest-leverage PR and link targets",
     "u": "https://citeradar.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your agency name and color on every report and PDF.",
     "u": "https://citeradar.io/"
    }
   },
   "hq": "Norway",
   "hq_src": "https://citeradar.io/terms",
   "read": "2026-11-02",
   "slug": "citeradar"
  },
  {
   "n": "CiteRank",
   "u": "https://citerank.io/",
   "w": "AI search diagnostic and weekly rechecks showing whether six AI models recommend a site, with fixes and optional services, for SaaS and online products.",
   "w_u": "https://citerank.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether leading AI assistants recommend your website",
     "u": "https://citerank.io/"
    },
    "sources": {
     "v": "yes",
     "q": "We list the pages, directories, reviews, docs, and community sources that AI answers cite",
     "u": "https://citerank.io/"
    },
    "content": {
     "v": "yes",
     "q": "create comparison pages, FAQ sections, and article drafts directly from your evidence",
     "u": "https://citerank.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Check whether robots rules and page signals make your website harder to read",
     "u": "https://citerank.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Source submissions and outreach drafts for approved targets",
     "u": "https://citerank.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "CiteRank suggests 20 buyer questions",
     "u": "https://citerank.io/"
    },
    "agency": {
     "v": "partial",
     "q": "Manage multiple brands and websites in one enterprise plan",
     "u": "https://citerank.io/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "citerank"
  },
  {
   "n": "CiteRank AI",
   "u": "https://www.citerank.in/",
   "w": "Software and managed service that measure how eight AI engines recommend a brand and tie visibility to traffic, leads and revenue, for brands and agencies.",
   "w_u": "https://www.citerank.in/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Replay prompts across supported AI platforms to account for model variability.",
     "u": "https://www.citerank.in/"
    },
    "sources": {
     "v": "yes",
     "q": "Map where competitors earn citations you miss.",
     "u": "https://www.citerank.in/product"
    },
    "content": {
     "v": "partial",
     "q": "Convert findings into content, schema, authority, entity and reputation actions.",
     "u": "https://www.citerank.in/"
    },
    "technical": {
     "v": "partial",
     "q": "llms.txt missing — blocking agent indexing",
     "u": "https://www.citerank.in/product"
    },
    "pr": {
     "v": "yes",
     "q": "Map the citation graph for your category to identify high-impact PR opportunities.",
     "u": "https://www.citerank.in/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Create buyer-intent prompts based on category, audience, location and competitors.",
     "u": "https://www.citerank.in/"
    },
    "agency": {
     "v": "yes",
     "q": "Automated agency-branded reporting",
     "u": "https://www.citerank.in/solutions/agencies"
    }
   },
   "hq": "India",
   "hq_src": "https://www.citerank.in/about",
   "founded": 2026,
   "founded_src": "https://www.citerank.in/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.citerank.in/changelog"
   },
   "slug": "citerank-ai"
  },
  {
   "n": "Citetail",
   "u": "https://www.citetail.com/",
   "w": "GEO/AEO platform: domain audit, AI citation tracking across major engines, Reddit thread finder, PR tracking and AI-agent content fixes.",
   "w_u": "https://www.citetail.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks AI citations across ChatGPT, Claude, Perplexity, Gemini and AI Overviews",
     "u": "https://www.citetail.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Reddit is one of the most-cited sources in AI answers. Citetail surfaces the exact threads and whether your brand shows up in them.",
     "u": "https://www.citetail.com/"
    },
    "content": {
     "v": "yes",
     "q": "On Pro and Custom plans, the AI Agent automatically drafts fixes for the gaps found in your Domain Analysis and Content Optimization scans — schema markup, missing answers, and structure changes",
     "u": "https://www.citetail.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Find the Reddit threads AI is already pulling from.",
     "u": "https://www.citetail.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label citation reports",
     "u": "https://www.citetail.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Audit your domain's AI-readiness: Crawlability, schema coverage, and structured data — scored",
     "u": "https://www.citetail.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.citetail.com/terms",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/citetail",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "citetail"
  },
  {
   "n": "Clairon AI",
   "u": "https://clairon.ai/",
   "w": "GEO platform tracking brand presence across ChatGPT, Gemini, Claude, Perplexity and more, with GEO article generation, Reddit detection and agency workspaces.",
   "w_u": "https://clairon.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Gemini, Claude, Perplexity & every major LLM.",
     "u": "https://clairon.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Identify Sources",
     "u": "https://clairon.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Built-in GEO article generator + LinkedIn drafting that respects each client's voice.",
     "u": "https://clairon.ai/solutions/agencies"
    },
    "pr": {
     "v": "yes",
     "q": "Auto-detect subreddits and threads where your brand can legitimately appear",
     "u": "https://clairon.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Spin up a workspace per client with isolated prompt sets, dashboards and team permissions.",
     "u": "https://clairon.ai/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://clairon.ai/terms-conditions",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "clairon-ai"
  },
  {
   "n": "CompeteScan",
   "u": "https://competescan.com/",
   "w": "AI visibility tracker that runs buyer prompts on ChatGPT, Gemini and Perplexity and returns who gets recommended, cited sources and a ranked playbook.",
   "w_u": "https://competescan.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CompeteScan asks AI the questions your buyers ask, then shows you who gets recommended",
     "u": "https://competescan.com/"
    },
    "sources": {
     "v": "yes",
     "q": "show the citations they used",
     "u": "https://competescan.com/"
    },
    "content": {
     "v": "partial",
     "q": "A playbook ranked by how many prompts each fix moves, with the outlets and pages to go after.",
     "u": "https://competescan.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Get Linear listed on businessplusai.com, learn.g2.com, and 2 more",
     "u": "https://competescan.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies who need unlimited scale.",
     "u": "https://competescan.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://competescan.com/terms",
   "read": "2026-11-02",
   "slug": "competescan"
  },
  {
   "n": "CrowdReply",
   "u": "https://crowdreply.io/",
   "w": "AI search visibility tool with tracking, citation analysis, social listening and paid done-for-you Reddit and article placements in AI-cited sources.",
   "w_u": "https://crowdreply.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Follow the questions your buyers ask and see when AI includes your brand in its answers.",
     "u": "https://crowdreply.io/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages shape AI answers and find relevant sources where your brand is missing.",
     "u": "https://crowdreply.io/"
    },
    "content": {
     "v": "yes",
     "q": "Create Onsite content, earn Offsite mentions, and track your visibility, all under one roof.",
     "u": "https://crowdreply.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Get your brand into the pages AI already cites. ... We help your brand earn a place in those sources",
     "u": "https://crowdreply.io/"
    },
    "agency": {
     "v": "partial",
     "q": "we’re able to give our clients not only good results ... now we’re also able to offer AI visibility to our clients",
     "u": "https://crowdreply.io/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "20 AI search prompts; Prompt Research",
     "u": "https://crowdreply.io/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://crowdreply.io/legal/terms-of-service",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/crowdreply_track-rank-improve-we-help-brands-show-activity-7451933822260273153-rudD",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.producthunt.com/products/crowdreply/launches"
   },
   "slug": "crowdreply"
  },
  {
   "n": "Delphi Monitor",
   "u": "https://delphimonitor.com",
   "w": "Monthly measurement that puts buying questions to AI assistants, stores answers and names fixes and outreach letters, for brands and agencies.",
   "w_u": "https://delphimonitor.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Delphi puts buying questions for your category to every AI assistant, keeps the answers",
     "u": "https://delphimonitor.com"
    },
    "sources": {
     "v": "yes",
     "q": "Trace what AI believes back to the sources it cites.",
     "u": "https://delphimonitor.com"
    },
    "content": {
     "v": "partial",
     "q": "names what to fix first",
     "u": "https://delphimonitor.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "The outreach is already written. Not a task list, a letter you can send.",
     "u": "https://delphimonitor.com"
    },
    "commerce": {
     "v": "partial",
     "q": "Recommended, and the answer names nowhere to make a purchase.",
     "u": "https://delphimonitor.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Research, comparison and buying questions, structured across every assistant.",
     "u": "https://delphimonitor.com"
    },
    "agency": {
     "v": "yes",
     "q": "Agency and Enterprise carry more brands",
     "u": "https://delphimonitor.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "delphi-monitor"
  },
  {
   "n": "Discoverable",
   "u": "https://bediscoverable.ai/",
   "w": "Shows which businesses AI assistants name for buyer questions and gives weekly tasks, drafted content and placements to get named.",
   "w_u": "https://bediscoverable.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The free check scores how often AI names you, who it names instead and which sources it cites.",
     "u": "https://bediscoverable.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor and Citation Intelligence ... Citation gap",
     "u": "https://bediscoverable.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content built to be cited, page fixes in plain terms and sources to earn a mention on, all on your plan.",
     "u": "https://bediscoverable.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Community replies and placements ... Managed support for what you would rather hand over: outreach, placements and content.",
     "u": "https://bediscoverable.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies use Discoverable to manage AI visibility across many client brands, share each client's report by link or as a PDF ... White-label reports: On the roadmap",
     "u": "https://bediscoverable.ai/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler checker | llms.txt generator | AI robots.txt generator",
     "u": "https://bediscoverable.ai/facts"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://bediscoverable.ai/legal/terms",
   "founded": 2026,
   "founded_src": "https://bediscoverable.ai/facts",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "discoverable"
  },
  {
   "n": "Elmo",
   "u": "https://www.elmohq.com/",
   "w": "Open-source AI visibility tracker for AEO/GEO; self-host free or use Elmo Cloud, plus white-label and managed off-site placements.",
   "w_u": "https://www.elmohq.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Claude, Gemini, and every other AI model talk about your brand",
     "u": "https://www.elmohq.com/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources they trust",
     "u": "https://www.elmohq.com/"
    },
    "content": {
     "v": "partial",
     "q": "and exactly what to do to get recommended.",
     "u": "https://www.elmohq.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Managed off-site AEO: we place human-edited guest articles on high-authority (DR20–60+) sites so AI answer engines cite your brand.",
     "u": "https://www.elmohq.com/off-site-aeo"
    },
    "agency": {
     "v": "yes",
     "q": "Elmo is free and open source to self-host, available as managed cloud from [price]/mo, and white-label for agencies.",
     "u": "https://www.elmohq.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.elmohq.com/about",
   "founded": 2025,
   "founded_src": "https://www.elmohq.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://www.elmohq.com/changelog"
   },
   "slug": "elmo"
  },
  {
   "n": "Enception AI",
   "u": "https://www.enception.ai/",
   "w": "Enception tracks brand citations and recommendations across AI engines and ships content, PR and Reddit work for SaaS, ecommerce and local businesses.",
   "w_u": "https://www.enception.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor visibility across ChatGPT, Google AI Overviews, Perplexity, Claude, Copilot, and Grok.",
     "u": "https://www.enception.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which pages, communities, and third-party sources AI systems rely on for each topic.",
     "u": "https://www.enception.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Create long-tail, high-quality content optimized for AI citation",
     "u": "https://www.enception.ai/about"
    },
    "technical": {
     "v": "yes",
     "q": "Comprehensive GEO and SEO audit tool analyzing content quality, AI visibility, technical SEO, backlinks, and on-page optimization",
     "u": "https://www.enception.ai/tools"
    },
    "pr": {
     "v": "yes",
     "q": "Build the community evidence and third-party mentions that AI answers often pull from.",
     "u": "https://www.enception.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the questions customers ask AI before they ever visit a search results page.",
     "u": "https://www.enception.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Generate comprehensive client feasibility reports combining market research, SEO diagnosis, AI visibility analysis, and strategic recommendations for GEO planning.",
     "u": "https://www.enception.ai/tools"
    }
   },
   "product": "Enception",
   "hq": "Canada",
   "hq_src": "https://www.enception.ai/about",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "enception-ai"
  },
  {
   "n": "Epovest",
   "u": "https://epovest.com/en",
   "w": "Pay-per-check AI answer tracker with source map (Atlas), competitor gaps, and media planning for places AI cites.",
   "w_u": "https://epovest.com/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracking Track what the AIs answer about you, at your cadence.",
     "u": "https://epovest.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "Atlas The map of the sources the AIs lean on, ranked by priority",
     "u": "https://epovest.com/en"
    },
    "content": {
     "v": "partial",
     "q": "Canon Decide what the AIs should say about you, in one versioned text.",
     "u": "https://epovest.com/en"
    },
    "pr": {
     "v": "yes",
     "q": "Competitive gap The places that corroborate your competitors and not you yet, turned into one dated work file. Media plan Influencers, blogs, comparison sites",
     "u": "https://epovest.com/en"
    },
    "agency": {
     "v": "partial",
     "q": "No cap. An agency runs one per client, and the only bound is your credit balance.",
     "u": "https://epovest.com/en"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Lexicon: The words the engines answer your market in, lifted from the answers themselves.",
     "u": "https://epovest.com/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://epovest.com/en/legal-notice",
   "founded": 2021,
   "founded_src": "https://epovest.com/en/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "epovest"
  },
  {
   "n": "Erlin AI",
   "u": "https://www.erlin.ai/",
   "w": "AI visibility platform with content creation, outreach to cited publications and Reddit, and lead qualification; self-serve or managed.",
   "w_u": "https://www.erlin.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Erlin finds the questions buyers ask about your category, shows where you’re named and who’s recommended instead, and turns the gaps into work that gets you cited.",
     "u": "https://www.erlin.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The sources AI draws on in your industry, and where you need to be mentioned.",
     "u": "https://www.erlin.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate and optimize content for AI and human search.",
     "u": "https://www.erlin.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "See which publications and sources appear in AI answers. Identify relevant places where competitors get coverage and your client could too.",
     "u": "https://www.erlin.ai/teams/agencies"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple clients in one account and report on results with your agency’s branding.",
     "u": "https://www.erlin.ai/teams/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Erlin recommends the questions people in your industry ask AI, from its own proprietary data, with intent, buying stage and demand for each.",
     "u": "https://www.erlin.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "A rebuilt app with Reports, Lead Qualification, a CRM, Content optimization, Shopping, Webflow and open signup with a Free plan.",
     "u": "https://www.erlin.ai/changelog"
    }
   },
   "product": "Erlin",
   "hq": "United States",
   "hq_src": "https://www.erlin.ai/legal/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.producthunt.com/products/erlin-ai/launches"
   },
   "slug": "erlin"
  },
  {
   "n": "FeatureOn AI",
   "u": "https://featureon.ai/",
   "w": "Sells AI rank tracking with managed article placement across a partner outlet network, to brands and agencies.",
   "w_u": "https://featureon.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track, analyze, and grow your brand's position across ChatGPT, Gemini, Perplexity",
     "u": "https://featureon.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We map every citation each AI engine gives within your category",
     "u": "https://featureon.ai/"
    },
    "content": {
     "v": "yes",
     "q": "generating optimised content, building citations, and distributing to AI-authoritative outlets every day",
     "u": "https://featureon.ai/about"
    },
    "technical": {
     "v": "partial",
     "q": "On-Page AI Score Checker",
     "u": "https://featureon.ai/about"
    },
    "pr": {
     "v": "yes",
     "q": "Our team publishes your brand story across our network of 50+ premium, high-authority partner outlets",
     "u": "https://featureon.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Keyword Explorer",
     "u": "https://featureon.ai/about"
    },
    "agency": {
     "v": "yes",
     "q": "Generate fully branded reports with your logo and colors",
     "u": "https://featureon.ai/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://featureon.ai/terms",
   "founded": 2024,
   "founded_src": "https://featureon.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "featureon-ai"
  },
  {
   "n": "Findrix",
   "u": "https://www.findrix.ai/",
   "w": "AI visibility tool for agencies: tracks seven AI engines, maps cited sources to pitch, and writes site fixes and outreach emails.",
   "w_u": "https://www.findrix.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often AI names you against named competitors, prompt by prompt, model by model.",
     "u": "https://www.findrix.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Findrix ranks the sources feeding the answers in your market, including the ones that never mention you, so outreach goes where it counts.",
     "u": "https://www.findrix.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fixes for each client's site, content and off-site presence, backed by a 29-point technical check built for AI engines and real citation data.",
     "u": "https://www.findrix.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "See the pages AI uses without naming the client, every source it trusts in the category, and which ones are worth an outreach email.",
     "u": "https://www.findrix.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "AI SEARCH FOR AGENCIES ... Unlimited clients and seats, billed by prompts.",
     "u": "https://www.findrix.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Add Product schema to /products/storm-boot +11 pages",
     "u": "https://www.findrix.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.findrix.ai/legal/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "findrix"
  },
  {
   "n": "FlyGen",
   "u": "https://www.flygen.ai/",
   "w": "Software that runs prompts across ChatGPT, Claude, Gemini and Perplexity and lists prioritized fixes for brands.",
   "w_u": "https://www.flygen.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day, we run thousands of prompts across ChatGPT, Claude, Gemini, and Perplexity",
     "u": "https://www.flygen.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Third-party actions discovery",
     "u": "https://www.flygen.ai/"
    },
    "content": {
     "v": "yes",
     "q": "New pages to create, content to update, claims to clarify.",
     "u": "https://www.flygen.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Third-party discovery across directories, comparison pages, and platforms",
     "u": "https://www.flygen.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "build a comprehensive query set tailored to your market",
     "u": "https://www.flygen.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Growing teams & agencies",
     "u": "https://www.flygen.ai/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "flygen"
  },
  {
   "n": "Focala",
   "u": "https://focala.ai/",
   "w": "Sells a SaaS platform that monitors brands in AI answers and generates content, technical fixes and outreach, to B2B marketing teams and agencies.",
   "w_u": "https://focala.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Focala monitors brand visibility, position and sentiment across every major AI engine",
     "u": "https://focala.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "the publications, comparison pages and community threads that large language models cite most often",
     "u": "https://focala.ai/"
    },
    "content": {
     "v": "yes",
     "q": "generates answer-ready content from real buyer language",
     "u": "https://focala.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema and structured data, llms.txt, sitemaps, canonical hygiene, agent endpoints and crawlability for AI bots",
     "u": "https://focala.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Placements on the PR, affiliate, review and community sources that models lean on when they build an answer",
     "u": "https://focala.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "find the prompts where competitors are named and you are not",
     "u": "https://focala.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "multi client workspaces inside one account and client ready AI search reporting",
     "u": "https://focala.ai/llms.txt"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/focala",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "focala"
  },
  {
   "n": "FogTrail",
   "u": "https://fogtrail.ai/",
   "w": "Sells an AEO platform that monitors five AI engines and drafts blog, Reddit and YouTube campaigns, to startups, marketing teams and agencies.",
   "w_u": "https://fogtrail.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every 48 hours, FogTrail checks all 5 AI engines for your queries",
     "u": "https://fogtrail.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find Reddit threads AI engines cite",
     "u": "https://fogtrail.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Tells you, then writes the content that gets you cited",
     "u": "https://fogtrail.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Each campaign coordinates blog, Reddit, and YouTube into one coherent push.",
     "u": "https://fogtrail.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Whitelabel multi-client AEO for 5 to 50 person marketing and SEO agencies.",
     "u": "https://fogtrail.ai/llms.txt"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www2.newsfilecorp.com/release/284875/FogTrail-Launches-to-Close-the-Execution-Gap-Between-AI-Search-Monitoring-Tools-and-Enterprise-Agencies",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www2.newsfilecorp.com/release/284875/FogTrail-Launches-to-Close-the-Execution-Gap-Between-AI-Search-Monitoring-Tools-and-Enterprise-Agencies"
   },
   "slug": "fogtrail"
  },
  {
   "n": "Foreground",
   "u": "https://foreground.info/",
   "w": "Software that asks four AI engines customer niche questions, counts how often a business is named, and gives an action plan, with optional paid fixes.",
   "w_u": "https://foreground.info/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We check how many name your business",
     "u": "https://foreground.info/"
    },
    "sources": {
     "v": "yes",
     "q": "the exact pages AI read",
     "u": "https://foreground.info/"
    },
    "content": {
     "v": "yes",
     "q": "page copy, listings, and a review request, ready to use",
     "u": "https://foreground.info/"
    },
    "technical": {
     "v": "yes",
     "q": "Add structured data to your homepage",
     "u": "https://foreground.info/"
    },
    "pr": {
     "v": "yes",
     "q": "Get onto the sites AI reads",
     "u": "https://foreground.info/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "unlimited companies, up to a fair-use limit of scans per calendar month",
     "u": "https://foreground.info/terms"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://foreground.info/",
   "read": "2026-11-02",
   "slug": "foreground"
  },
  {
   "n": "FrontStat",
   "u": "https://frontstat.com",
   "w": "Sells an AI visibility tracker that asks ChatGPT, Claude and Gemini buyer questions every day and shows who they name, to startups.",
   "w_u": "https://frontstat.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It asks ChatGPT, Claude and Gemini the questions your buyers ask, every day",
     "u": "https://frontstat.com"
    },
    "sources": {
     "v": "yes",
     "q": "Finds the sites AI search reads",
     "u": "https://frontstat.com"
    },
    "content": {
     "v": "partial",
     "q": "Get mentioned on capterra.com and reddit.com, and more.",
     "u": "https://frontstat.com"
    },
    "technical": {
     "v": "partial",
     "q": "Claude can read pawbook.example",
     "u": "https://frontstat.com"
    },
    "pr": {
     "v": "yes",
     "q": "Get mentioned on these pages to be recommended.",
     "u": "https://frontstat.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "It writes your buyer questions",
     "u": "https://frontstat.com"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "frontstat"
  },
  {
   "n": "GEO Toolbox",
   "u": "https://geotoolbox.ai/",
   "w": "Subscription software that scans eight AI engines for brand citations and guides content fixes, for SEO teams and agencies.",
   "w_u": "https://geotoolbox.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where AI cites your brand, who appears instead, and what to improve next.",
     "u": "https://geotoolbox.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "aggregates every domain and URL cited",
     "u": "https://geotoolbox.ai/about"
    },
    "content": {
     "v": "yes",
     "q": "Content Analyzer grades any URL across 21 citability signals; Content Studio briefs and writes the fix.",
     "u": "https://geotoolbox.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Check crawler access, assess agent readiness, or find your next prompts.",
     "u": "https://geotoolbox.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Citation Interceptor and Community surface the offsite threads AI quotes",
     "u": "https://geotoolbox.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out captures the dozens of sub-questions they really ask.",
     "u": "https://geotoolbox.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies scaling AI visibility across lots of clients.",
     "u": "https://geotoolbox.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://geotoolbox.ai/legal",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geo-toolbox"
  },
  {
   "n": "GeoArk",
   "u": "https://geoark.ai",
   "w": "Platform that tracks brand mentions across seven AI models and generates content, schema and citation campaigns, for marketing teams, founders and agencies.",
   "w_u": "https://geoark.ai",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track all seven major AI models",
     "u": "https://geoark.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Track citations from G2, Reddit, news, and more",
     "u": "https://geoark.ai"
    },
    "content": {
     "v": "yes",
     "q": "AI-powered content generation and optimization so models are more likely to recommend your brand.",
     "u": "https://geoark.ai"
    },
    "technical": {
     "v": "yes",
     "q": "AEO schema automation",
     "u": "https://geoark.ai"
    },
    "pr": {
     "v": "yes",
     "q": "Build and track citations (G2, Capterra, Reddit, media) that drive AI recommendations.",
     "u": "https://geoark.ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The Custom plan includes high limits, API access, and white-label options for client reporting.",
     "u": "https://geoark.ai"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prlog.org/13131828-geoark-ai-launches-geo-platform-to-help-brands-get-found-in-ai-search-chatgpt-claude-gemini-grok.html",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoark"
  },
  {
   "n": "GeoBuddy",
   "u": "https://geobuddy.co",
   "w": "Monitoring software that asks ChatGPT, Claude, Gemini and Perplexity buyer questions and lists cited pages and next actions, for brands and agencies.",
   "w_u": "https://geobuddy.co",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GeoBuddy asks ChatGPT, Claude, Gemini and Perplexity the questions your buyers ask",
     "u": "https://geobuddy.co"
    },
    "sources": {
     "v": "yes",
     "q": "The directories, reviews and articles the engines cited when they answered",
     "u": "https://geobuddy.co"
    },
    "content": {
     "v": "yes",
     "q": "An llms.txt, a FAQ and a directory profile drafted from your own pages, in your language.",
     "u": "https://geobuddy.co"
    },
    "technical": {
     "v": "yes",
     "q": "Check your robots.txt, llms.txt, sitemap, and get an instant AI readiness score.",
     "u": "https://geobuddy.co"
    },
    "pr": {
     "v": "yes",
     "q": "Citation-source list: the specific Reddit threads, Wikipedia/industry pages, LinkedIn and directories AI engines actually cite in your niche",
     "u": "https://geobuddy.co/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We read your site, work out what you sell and where",
     "u": "https://geobuddy.co"
    },
    "agency": {
     "v": "yes",
     "q": "Offer AI visibility reports to your clients",
     "u": "https://geobuddy.co/for/marketing-agency"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geobuddy"
  },
  {
   "n": "GEOforge",
   "u": "https://getgeoforge.com/",
   "w": "End-to-end GEO platform: monitors AI answers, generates and publishes optimized content, and builds off-site citations in trusted sources.",
   "w_u": "https://getgeoforge.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly how — and how often — AI models mention your brand across ChatGPT, Google AI Overviews, and Google AI Mode.",
     "u": "https://getgeoforge.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sources AI already trusts, get your brand cited there, and track every mention.",
     "u": "https://getgeoforge.com/"
    },
    "content": {
     "v": "yes",
     "q": "GEOforge generates AI-optimised articles, FAQs, and structured pages — then publishes them directly to your CMS.",
     "u": "https://getgeoforge.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Published to your owned channels, pitched to the earned sources the models already trust.",
     "u": "https://getgeoforge.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Client seats in agency plans",
     "u": "https://getgeoforge.com/use-case/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Bulgaria",
   "hq_src": "https://getgeoforge.com/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://getgeoforge.com/help/releases"
   },
   "slug": "geoforge"
  },
  {
   "n": "GeoGenie",
   "u": "https://geogenie.ai/",
   "w": "Platform that maps sources behind AI answers, turns them into actions, places earned coverage and tracks visibility, for brands, agencies and SEO teams.",
   "w_u": "https://geogenie.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand visibility across AI search platforms & analyze AI bots",
     "u": "https://geogenie.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "What AI cites when it answers about you",
     "u": "https://geogenie.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We draft it: on-site briefs and articles, community replies, earned-media outlines, all built from the cited pages' structure.",
     "u": "https://geogenie.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track brand visibility across AI search platforms & analyze AI bots",
     "u": "https://geogenie.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Approve in one click; placements are ordered and tracked in-platform.",
     "u": "https://geogenie.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover persona-based AI search prompts",
     "u": "https://geogenie.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "deliver white-label reports, and resell placements at partner rates",
     "u": "https://geogenie.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://geogenie.ai/terms",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/geo-genie",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geogenie"
  },
  {
   "n": "GeoIQ",
   "u": "https://geoiqai.com/",
   "w": "Software that scores brands across six AI systems and generates fix plans, content and journalist pitches, for SaaS companies, founders and agencies.",
   "w_u": "https://geoiqai.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track exactly what AI systems say about your brand.",
     "u": "https://geoiqai.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "GEO Writer creates content optimized for AI citation from the start.",
     "u": "https://geoiqai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "GeoIQ checks robots.txt, llms.txt, schema markup, bot access, Core Web Vitals signals, and crawlability across 30 technical factors.",
     "u": "https://geoiqai.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find journalists covering AI search and GEO topics.",
     "u": "https://geoiqai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We query ChatGPT, Gemini, Perplexity, Claude, and Grok with real buyer-intent prompts about your category.",
     "u": "https://geoiqai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple brands.",
     "u": "https://geoiqai.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoiq"
  },
  {
   "n": "GeoLinka",
   "u": "https://geolinka.com/en",
   "w": "Free ChatGPT visibility scan plus paid brand placement on pages and outlets AI cites, for businesses, with an optional managed service.",
   "w_u": "https://geolinka.com/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT the 10 questions your customers already ask it.",
     "u": "https://geolinka.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "The pages it consults to answer, the competitors it cites, and the ones where you can publish.",
     "u": "https://geolinka.com/en"
    },
    "content": {
     "v": "yes",
     "q": "We write a GEO-format article - direct answer, citable data - and an outlet the AI likes publishes it.",
     "u": "https://geolinka.com/en"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "The AI already cites a page on your questions? We add your brand to it.",
     "u": "https://geolinka.com/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "18 queries tracked",
     "u": "https://geolinka.com/en"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Geolinka Explorer and site analysis",
   "hq": "France",
   "hq_src": "https://geolinka.com/en/mentions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geolinka"
  },
  {
   "n": "Geolity",
   "u": "https://www.geolity.ai/",
   "w": "Software with three agents that track AI mentions, audit pages and find citation sources, for brands selling products.",
   "w_u": "https://www.geolity.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Continuously scans every major answer engine to track where AI mentions, cites, and recommends your products",
     "u": "https://www.geolity.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Watches which sources AI cites for each prompt",
     "u": "https://www.geolity.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Audits your pages and off-site presence to surface what's blocking AI from recommending you",
     "u": "https://www.geolity.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "pinpoints where to earn your next mention — across the forums, articles, and reviews that shape every answer",
     "u": "https://www.geolity.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Go prompt by prompt to see your visibility, your rank, and exactly which brands AI recommends ahead of you.",
     "u": "https://www.geolity.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.geolity.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geolity"
  },
  {
   "n": "Geolix.ai",
   "u": "https://geolix.ai/",
   "w": "Monitoring dashboard across nine Western and Chinese AI engines plus managed GEO services, for brands going global and GEO agencies.",
   "w_u": "https://geolix.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your prompts go to 9 AI engines every day.",
     "u": "https://geolix.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Click through to what AI said, which brands it named and which pages it cited.",
     "u": "https://geolix.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content: Topic pages · Schema · FAQ",
     "u": "https://geolix.ai/about"
    },
    "technical": {
     "v": "partial",
     "q": "Content: Topic pages · Schema · FAQ",
     "u": "https://geolix.ai/about"
    },
    "pr": {
     "v": "yes",
     "q": "Sources: Tier-1 media · Verticals · Community",
     "u": "https://geolix.ai/about"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client projects",
     "u": "https://geolix.ai/"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://geolix.ai/about",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/geolix-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geolix-ai"
  },
  {
   "n": "Geoperf",
   "u": "https://geoperf.com/en",
   "w": "Weekly LLM monitoring dashboard with rank, citation rate and recommendations, for midsize B2B marketing teams, with an agency plan and sector studies.",
   "w_u": "https://geoperf.com/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Geoperf queries 4 to 6 LLMs every week on 30 to 300 prompts representative of your industry.",
     "u": "https://geoperf.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "Authority sources prioritized by cross-LLM citation frequency.",
     "u": "https://geoperf.com/en"
    },
    "content": {
     "v": "partial",
     "q": "sources to target, content gaps, competitor alerts",
     "u": "https://geoperf.com/en"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Identifies media sources to target via PR to lift average rank.",
     "u": "https://geoperf.com/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "5 plans, from free to agency.",
     "u": "https://geoperf.com/en"
    }
   },
   "hq": "France",
   "hq_src": "https://geoperf.com/en",
   "founded": 2026,
   "founded_src": "https://geoperf.com/en/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoperf"
  },
  {
   "n": "GeoRank",
   "u": "https://georank.co.kr/",
   "w": "Korean GEO agency that plans and publishes content and tracks AI citations on its own dashboard, for brands, plus a free site scanner.",
   "w_u": "https://georank.co.kr/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT·Gemini·Claude·Perplexity의 인용률과 경쟁사 동향을 실시간 대시보드로 확인합니다.",
     "u": "https://georank.co.kr/service/pilot"
    },
    "sources": {
     "v": "yes",
     "q": "어떤 질문에서 누가 인용됐고 AI가 어떤 출처를 근거로 삼았는지까지 그대로 남습니다.",
     "u": "https://georank.co.kr/service/pilot"
    },
    "content": {
     "v": "yes",
     "q": "AI에 최적화된 내용·포맷으로 제작하고, meta·slug·JSON-LD 등 기술까지 최적화합니다.",
     "u": "https://georank.co.kr/"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot·ClaudeBot·PerplexityBot 허용 여부, llms.txt·robots.txt 설정",
     "u": "https://georank.co.kr/service/scanner"
    },
    "pr": {
     "v": "yes",
     "q": "엔티티 설계, 지식 그래프 등재, PR·언론 노출, 리뷰·평점 신호, E-E-A-T 외부 일관성을 함께 관리해",
     "u": "https://georank.co.kr/service/geo"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "핵심부터 롱테일까지 질의를 빈틈없이 리스트업해 공략 전략을 세웁니다.",
     "u": "https://georank.co.kr/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GRank Scanner; GRank Pilot",
   "hq": "South Korea",
   "hq_src": "https://georank.co.kr/",
   "founded": 2023,
   "founded_src": "https://georank.co.kr/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025",
    "src": "https://georank.co.kr/about"
   },
   "slug": "georank"
  },
  {
   "n": "GeoUp",
   "u": "https://geoup.io/",
   "w": "AI visibility platform for German speaking companies and agencies, covering tracking, schema, automated brand content, directory listings and placements on cited portals.",
   "w_u": "https://geoup.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analysieren Sie, in welchen KI-Modellen Ihre Marke erscheint, wie oft Sie genannt werden und in welchem Kontext.",
     "u": "https://geoup.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Wir platzieren Ihre Inhalte strategisch auf den reichweitenstarken Portalen, die nachweislich zitiert werden.",
     "u": "https://geoup.io/"
    },
    "content": {
     "v": "yes",
     "q": "Hochwertige Blog-Beiträge im exakten Tonfall Ihrer Marke, die identifizierte Content-Lücken gezielt schließen.",
     "u": "https://geoup.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Strukturierte Daten und maßgeschneiderte GEO-Snippets, basierend auf Ihren Sichtbarkeitsdefiziten.",
     "u": "https://geoup.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Wir platzieren Ihre Inhalte strategisch auf den reichweitenstarken Portalen, die nachweislich zitiert werden.",
     "u": "https://geoup.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Pro Analyse stellt GeoUp der KI 30 reale Nutzerfragen Ihrer Branche.",
     "u": "https://geoup.io/preise"
    },
    "agency": {
     "v": "yes",
     "q": "Das Dashboard und die Reports lassen sich mit Ihrem eigenen Logo versehen (White-Label).",
     "u": "https://geoup.io/"
    }
   },
   "hq": "Spain",
   "hq_src": "https://geoup.io/impressum",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://de.linkedin.com/posts/david-sroka-b38a47141_ki-sichtbarkeit-pr%C3%BCfen-werde-von-chatgpt-activity-7422553461822595073-Rz9P"
   },
   "slug": "geoup"
  },
  {
   "n": "GeoVector",
   "u": "https://www.geovector.ai/",
   "w": "Singapore AI search visibility platform that tracks brand visibility, citations and sentiment across six AI engines and helps optimize content and outreach.",
   "w_u": "https://www.geovector.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility, prompts, journeys, citations and sentiment.",
     "u": "https://www.geovector.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Analysis",
     "u": "https://www.geovector.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Audit your site, generate AI-ready content, plan outreach to publications AI cites.",
     "u": "https://www.geovector.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "plan outreach to publications AI cites.",
     "u": "https://www.geovector.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White label & dedicated support for client onboarding",
     "u": "https://www.geovector.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Website & Content Audit",
     "u": "https://www.geovector.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Intelligence",
     "u": "https://www.geovector.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.geovector.ai/llms.txt",
   "founded": 2025,
   "founded_src": "https://tracxn.com/d/companies/geovector/__rtv1nnjTnf3j84fOaWvJbIuYFY4cyapajlznTGCZQDA",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.geovector.ai/articles/ai-visibility-pricing-comparison"
   },
   "slug": "geovector"
  },
  {
   "n": "GetIntel",
   "u": "https://getintel.ai/",
   "w": "AI search visibility tool for founders and agencies: tracks AI engines, maps cited sources and Reddit signals, drafts fixes shipped via coding agents.",
   "w_u": "https://getintel.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every plan tracks four AI engines daily.",
     "u": "https://getintel.ai/pricing/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources: Where AI pulls its answers from",
     "u": "https://getintel.ai/"
    },
    "content": {
     "v": "yes",
     "q": "GetIntel drafts the exact fix and ships it through Claude Code or Cursor (the coding agent you already run) straight into your real site.",
     "u": "https://getintel.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Pro ([price]) acts: every scan turns those gaps into a ranked task list across your own pages, third-party pages, community and video",
     "u": "https://getintel.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies: Multi-client, white-label",
     "u": "https://getintel.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Traffic | AI crawlers and visitors on your site",
     "u": "https://getintel.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Signals | Reddit threads, read weekly by topic (free Buyer Prompt Generator tool)",
     "u": "https://getintel.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://getintel.ai/terms/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "getintel"
  },
  {
   "n": "GetMint",
   "u": "https://www.getmint.ai/",
   "w": "Paris-based enterprise AI search platform: tracks brand mentions across AI engines, maps cited sources, produces content and distributes it on sources LLMs cite.",
   "w_u": "https://www.getmint.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Gemini, Perplexity and AI Overviews. See where you're cited, how often, and who you're losing to.",
     "u": "https://www.getmint.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which sources AI engines pull from when they mention your category, and where you're missing.",
     "u": "https://www.getmint.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Use Content Studio to produce AI-ready content.",
     "u": "https://www.getmint.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Generate content built to be mentioned, and publish where AI looks: owned on your site, or earned on the Core Sources LLMs trust.",
     "u": "https://www.getmint.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Two plans for enterprise brands and their agencies.",
     "u": "https://www.getmint.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Alexa for Shopping mention and recommend your brand",
     "u": "https://getmint.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.getmint.ai/about",
   "founded": 2025,
   "founded_src": "https://www.getmint.ai/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.getmint.ai/blog/mint-platform-first-tour"
   },
   "slug": "getmint"
  },
  {
   "n": "Ghostart",
   "u": "https://ghostart.io/",
   "w": "AI visibility platform for small and medium businesses that checks AI answers, then prepares drafts and outreach packs for review.",
   "w_u": "https://ghostart.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ghostart checks your visibility across major AI platforms, including ChatGPT, Claude, Gemini, Perplexity and Google's AI experiences.",
     "u": "https://ghostart.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Ghostart shows the outside sources cited in the answers it checks.",
     "u": "https://ghostart.io/"
    },
    "content": {
     "v": "yes",
     "q": "Ghostart asks the right person for their experience and uses their answers to prepare a draft in their voice.",
     "u": "https://ghostart.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "it prepares a pack for you to review and use with that source.",
     "u": "https://ghostart.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Your free report shows the customer questions tested, the businesses AI named and what your homepage makes clear.",
     "u": "https://ghostart.io/"
    },
    "agency": {
     "v": "yes",
     "q": "See full plans, annual pricing & agencies",
     "u": "https://ghostart.io/"
    }
   },
   "product": "Ghostart AI Visibility",
   "hq": "United Kingdom",
   "hq_src": "https://ghostart.io/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://www.linkedin.com/posts/nigeljaycooper_aivisibility-geo-aeo-activity-7513050772566073344-OFjP"
   },
   "slug": "ghostart"
  },
  {
   "n": "Grocliq AI",
   "u": "https://grocliq.ai/",
   "w": "GEO, SEO and Reddit growth offering with AI mention tracking, prompt volumes, published articles and backlinks, sold to brands seeking leads from AI answers.",
   "w_u": "https://grocliq.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand’s visibility and mentions across major AI models like ChatGPT and Google AI Overview.",
     "u": "https://grocliq.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Uncover Citations",
     "u": "https://grocliq.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get data-driven steps to make your content more AI-friendly and improve its chances of being cited by AI models.",
     "u": "https://grocliq.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See when and how AI bots crawl your website",
     "u": "https://grocliq.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "3 channels: GEO + SEO + Reddit",
     "u": "https://grocliq.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See what millions of people ask AI, and align your strategy with real demand.",
     "u": "https://grocliq.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Partners",
     "u": "https://grocliq.ai/"
    }
   },
   "product": "Grocliq",
   "hq": "Netherlands",
   "hq_src": "https://grocliq.ai/",
   "founded": 2023,
   "founded_src": "https://nl.linkedin.com/company/grocliq",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "grocliq-ai"
  },
  {
   "n": "Hawkscan",
   "u": "https://hawkscan.ai/en",
   "w": "Daily AI visibility tracker for ChatGPT, Copilot, Gemini and Google AI Mode that gives brands a ranked action plan.",
   "w_u": "https://hawkscan.ai/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Hawkscan runs your prompts across ChatGPT, Microsoft Copilot, Gemini and Google AI Mode, every day, and reads every answer.",
     "u": "https://hawkscan.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Uncover the exact pages AI pulls from, so you know where to earn a reference.",
     "u": "https://hawkscan.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "Hawkscan turns everything it reads in AI answers into a plan you can act on",
     "u": "https://hawkscan.ai/en/"
    },
    "technical": {
     "v": "partial",
     "q": "let the AI crawlers through",
     "u": "https://hawkscan.ai/en"
    },
    "pr": {
     "v": "yes",
     "q": "Write a short outreach email to the author of thestackreview.com/best-team-wikis.",
     "u": "https://hawkscan.ai/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Hawkscan builds the questions your customers actually ask AI.",
     "u": "https://hawkscan.ai/en"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://hawkscan.ai/en/legal",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://hawkscan.ai/en/blog"
   },
   "slug": "hawkscan"
  },
  {
   "n": "HeyAmos",
   "u": "https://heyamos.com/",
   "w": "HeyAmos tracks brand visibility across AI engines and gives brands and agencies weekly actions, content drafts and paid media placements.",
   "w_u": "https://heyamos.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor the prompts your buyers are asking across ChatGPT, AI Overviews, Claude and more.",
     "u": "https://heyamos.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact domains and sources AI cites",
     "u": "https://heyamos.com/agencies"
    },
    "content": {
     "v": "yes",
     "q": "AI-optimised content in 1 click",
     "u": "https://heyamos.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Buy placements in the media that AI already reads.",
     "u": "https://heyamos.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt research & prompt trends",
     "u": "https://heyamos.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage all your brands in one workspace — and pitch new business with AI Search Audits.",
     "u": "https://heyamos.com/"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.heyamos.com/about",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "heyamos"
  },
  {
   "n": "Hikoo",
   "u": "https://www.tryhikoo.com/en/",
   "w": "GEO platform that turns AI visibility data into action: site audits and fixes, content writing, and outreach to sources AI cites.",
   "w_u": "https://www.tryhikoo.com/en/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility Mentions, competitors and sentiment",
     "u": "https://www.tryhikoo.com/en/"
    },
    "sources": {
     "v": "yes",
     "q": "ChatGPT doesn't cite the same sources as Gemini. The report shows it.",
     "u": "https://www.tryhikoo.com/en/"
    },
    "content": {
     "v": "yes",
     "q": "Your pages are read the way ChatGPT reads them. Whatever gets in the way is spotted, and the fix arrives ready to publish.",
     "u": "https://www.tryhikoo.com/en/"
    },
    "pr": {
     "v": "yes",
     "q": "When ChatGPT relies on a source you're missing from, the right contact is found and gets a useful message.",
     "u": "https://www.tryhikoo.com/en/"
    },
    "agency": {
     "v": "yes",
     "q": "Several sites, an agency, or extra engines. GEO for Agencies",
     "u": "https://www.tryhikoo.com/en/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Up to 5,000 pages reviewed every month, without you starting anything.",
     "u": "https://www.tryhikoo.com/en/"
    },
    "prompts": {
     "v": "partial",
     "q": "The questions tracked in your content workflow",
     "u": "https://www.tryhikoo.com/en/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://news.ycombinator.com/item?id=47006581"
   },
   "slug": "hikoo"
  },
  {
   "n": "igeo.ai",
   "u": "https://igeo.ai/",
   "w": "GEO platform that tracks AI answers, recommends actions, and runs agents and a publishing marketplace, for agencies, small businesses and enterprises.",
   "w_u": "https://igeo.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts, mentions, sentiment, competitors, sources, and cited pages daily.",
     "u": "https://igeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track prompts, mentions, sentiment, competitors, sources, and cited pages daily.",
     "u": "https://igeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn each priority into relevant content, grounded in your evidence.",
     "u": "https://igeo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track published URLs from first crawl to AI citation.",
     "u": "https://igeo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "30,000+ publishing sites ranked by AI citations — publish off-site in one click.",
     "u": "https://igeo.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Turn AI search insights into paid media campaigns.",
     "u": "https://igeo.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Lite: 50 prompts; Get a free AI visibility report",
     "u": "https://igeo.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-brand dashboards, per-client prompt sets, and reporting you can put your own logo on.",
     "u": "https://igeo.ai/"
    }
   },
   "hq": "Cyprus",
   "hq_src": "https://igeo.ai/about",
   "founded": 2024,
   "founded_src": "https://igeo.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "igeo-ai"
  },
  {
   "n": "Kambrium",
   "u": "https://kambrium.ai/",
   "w": "A workforce of 22 AI agents that measures AI visibility and does the GEO work: strategy, AI-citable content, site fixes and authority outreach.",
   "w_u": "https://kambrium.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Quantitative core for GEO/AEO. Models brand visibility, citation share and engine-specific trends.",
     "u": "https://kambrium.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Top LLM Sources | See which websites are used as sources by LLMs, and understand their impact on AI-generated answers about your brand.",
     "u": "https://kambrium.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts AI-citable content — source-rich, structured for retrieval and answer engines, in your voice.",
     "u": "https://kambrium.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Authority Outreach | Builds your off-site citation footprint — journalists, analysts and trusted publications LLMs cite.",
     "u": "https://kambrium.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies | A GEO workforce under your brand",
     "u": "https://kambrium.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Improvement Team | Fixes your site and earns the off-site authority AI trusts.",
     "u": "https://kambrium.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt intelligence | From buyer personas to the prompts that matter",
     "u": "https://kambrium.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://kambrium.ai/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "kambrium"
  },
  {
   "n": "Kliqo AI",
   "u": "https://kliqo.ai/",
   "w": "AI visibility tracking for founders, marketing teams and agencies, showing which brands AI engines recommend, cited sources and ranked fixes.",
   "w_u": "https://kliqo.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT, Gemini, Copilot and Google, checked every night.",
     "u": "https://kliqo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited and retrieved sources by domain and URL",
     "u": "https://kliqo.ai/pricing"
    },
    "content": {
     "v": "partial",
     "q": "Add a comparison table to your pricing page",
     "u": "https://kliqo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See which bots read your site, and the errors they hit.",
     "u": "https://kliqo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get onto the sites AI quotes, where competitors already are.",
     "u": "https://kliqo.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and teams running many projects.",
     "u": "https://kliqo.ai/"
    }
   },
   "hq": "Poland",
   "hq_src": "https://kliqo.ai/about",
   "read": "2026-11-02",
   "slug": "kliqo-ai"
  },
  {
   "n": "Lantern",
   "u": "https://www.asklantern.com/",
   "w": "Agentic marketing platform for AI search: tracks brand visibility and citation gaps, then agents produce content, SEO, ads and PR work.",
   "w_u": "https://www.asklantern.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand appears, identify citation gaps, and turn the evidence into work that improves AI search visibility.",
     "u": "https://www.asklantern.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Source Report",
     "u": "https://www.asklantern.com/"
    },
    "content": {
     "v": "yes",
     "q": "Find the keywords and questions where stronger content can improve rankings and earn more AI citations.",
     "u": "https://www.asklantern.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find the websites that influence AI answers and focus outreach on the sources that can grow your authority.",
     "u": "https://www.asklantern.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Branded report exports with your agency logo ... Deploy a marketing agent for every client",
     "u": "https://www.asklantern.com/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Site audit signals that matter for AI search",
     "u": "https://www.asklantern.com/blogs/site-audit-signals-that-matter-for-ai-search"
    },
    "prompts": {
     "v": "partial",
     "q": "Find the keywords and questions where stronger content can improve rankings and earn more AI citations.",
     "u": "https://www.asklantern.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Plan, create, and manage campaigns for emerging AI advertising surfaces while keeping every decision on brand.",
     "u": "https://www.asklantern.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/asklantern_activity-7450807934886006785-0t0Z",
   "founded": 2025,
   "founded_src": "https://www.asklantern.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "lantern"
  },
  {
   "n": "LLM Authority Index",
   "u": "https://llmauthorityindex.com/",
   "w": "Tracks buying questions across AI platforms, traces wrong answers to source pages and lists fixes, for companies and agencies.",
   "w_u": "https://llmauthorityindex.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track high-intent buying questions, trace wrong answers to their source and give you the fix for each.",
     "u": "https://llmauthorityindex.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor sites supply 18% of what AI cites about you. These 6 pages cause the wrong answers.",
     "u": "https://llmauthorityindex.com/"
    },
    "content": {
     "v": "yes",
     "q": "Most fixes are content, PR or page updates your team or agency already does",
     "u": "https://llmauthorityindex.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "a technical SEO issue resolved",
     "u": "https://llmauthorityindex.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Get onto the review and list sites AI cites",
     "u": "https://llmauthorityindex.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "High-intent clusters mapped to query volume, presence, and competitor capture.",
     "u": "https://llmauthorityindex.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Running AI visibility for clients? Put each client brand on its own plan, with white-label reporting.",
     "u": "https://llmauthorityindex.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://llmauthorityindex.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llm-authority-index"
  },
  {
   "n": "LLMClicks.ai",
   "u": "https://llmclicks.ai/",
   "w": "Tracks, audits and improves how ChatGPT, Perplexity, Gemini and Claude represent your brand, with citation analysis and a paid AI-listicle placement marketplace.",
   "w_u": "https://llmclicks.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily monitoring of your brand visibility score, position, and sentiment across all maj[or LLMs]",
     "u": "https://llmclicks.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Analyzer: Discover which sources AI trusts when answering queries in your category — and replicate them.",
     "u": "https://llmclicks.ai/"
    },
    "content": {
     "v": "yes",
     "q": "On-Page Audit: Fix schema, EEAT, meta, and content structure for maximum AI citation eligibility.",
     "u": "https://llmclicks.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "AI Listicle Marketplace: Buy placements in AI-cited listicles that train ChatGPT and Perplexity to recommend your brand.",
     "u": "https://llmclicks.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Package ... 30 projects ... Executive Summary Reports",
     "u": "https://llmclicks.ai/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "On-Page Audit: Fix schema, EEAT, meta, and content structure for maximum AI citation eligibility.",
     "u": "https://llmclicks.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Query Fan-Out Coverage",
     "u": "https://llmclicks.ai/pricing/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://llmclicks.ai/contact",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025",
    "src": "https://www.producthunt.com/products/llmclicks-ai-2"
   },
   "slug": "llmclicks-ai"
  },
  {
   "n": "LLMLab",
   "u": "https://tryllmlab.com/",
   "w": "Software plus team support that tracks B2B brands in AI search and recommends weekly actions and articles.",
   "w_u": "https://tryllmlab.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how often AI mentions your brand, where you rank, and how you’re described across leading platforms.",
     "u": "https://tryllmlab.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the pages AI cites for your category, from your own content to the sources helping competitors.",
     "u": "https://tryllmlab.com/"
    },
    "content": {
     "v": "yes",
     "q": "25 AI optimised articles",
     "u": "https://tryllmlab.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "25 AI optimised articles",
     "u": "https://tryllmlab.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Follow the questions buyers actually ask",
     "u": "https://tryllmlab.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.linkedin.com/company/craveohq",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/craveohq",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llmlab"
  },
  {
   "n": "Loudmink",
   "u": "https://loudmink.ai/",
   "w": "Tracks brands across five AI engines, then writes articles, drafts Reddit replies and reaches out to sources AI already cites.",
   "w_u": "https://loudmink.ai/pricing",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracking — See where you show up across AI search engines.",
     "u": "https://loudmink.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Intelligence — See which pages AI search engines pull their answers from.",
     "u": "https://loudmink.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Then Loudmink writes the articles",
     "u": "https://loudmink.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "drafts the Reddit replies and reaches out to the sources AI already trusts",
     "u": "https://loudmink.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Your logo on the dashboard, your name on the reports.",
     "u": "https://loudmink.ai/for/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://loudmink.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "loudmink"
  },
  {
   "n": "MagUp",
   "u": "https://magup.ai/",
   "w": "AI marketing workspace and managed GEO delivery for brands and agencies, covering AI monitoring, content, PR and audits.",
   "w_u": "https://magup.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand is cited, compared, and recommended across AI and traditional search environments.",
     "u": "https://magup.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited sources / forums",
     "u": "https://magup.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn market signals into AI-ready content, authoritative narratives, and search strategies.",
     "u": "https://magup.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Coordinate PR, content, owned channels, and trusted third-party mentions to strengthen brand credibility.",
     "u": "https://magup.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Understand what your audience asks, which brands AI recommends, and where your visibility gaps are.",
     "u": "https://magup.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies | Add GEO intelligence and AI visibility services to your client offering.",
     "u": "https://magup.ai/"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://magup.ai/company",
   "founded": 2025,
   "founded_src": "https://magup.ai/company",
   "read": "2026-11-02",
   "slug": "magup"
  },
  {
   "n": "Manicule",
   "u": "https://manicule.com",
   "w": "Manicule tracks how ChatGPT, Claude and Gemini describe developer tools and offers a team that writes docs, content and Reddit distribution.",
   "w_u": "https://manicule.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Claude and Gemini describe your brand, see the answers behind every score, and find the gaps your team can act on.",
     "u": "https://manicule.com"
    },
    "sources": {
     "v": "yes",
     "q": "The pages cited for your category that leave you out.",
     "u": "https://manicule.com/agent-visibility"
    },
    "content": {
     "v": "yes",
     "q": "We publish high quality technical content built for search and AI answers",
     "u": "https://manicule.com"
    },
    "technical": {
     "v": "partial",
     "q": "Also in beta: Docs check finds the docs pages agents can't use.",
     "u": "https://manicule.com/agent-visibility"
    },
    "pr": {
     "v": "yes",
     "q": "We help you earn off-page mentions that strengthen your GEO visibility",
     "u": "https://manicule.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Manicule Self-serve",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/manicule",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/manicule",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "manicule"
  },
  {
   "n": "MarketHQ",
   "u": "https://markethq.ai/",
   "w": "Five agents monitor social, search and AI answers, then draft replies, pages and pitches for companies and agencies.",
   "w_u": "https://markethq.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "6 AI assistants, asked your buyers' questions every week.",
     "u": "https://markethq.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Which sources they cite",
     "u": "https://markethq.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Briefs with FAQ markup already written",
     "u": "https://markethq.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Free check of which AI crawlers a domain's robots.txt allows or blocks.",
     "u": "https://markethq.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Pages that rank for your keywords and name competitors, with a pitch ready to send.",
     "u": "https://markethq.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Searches you're close to winning, the questions buyers ask, the pages AI answers cite",
     "u": "https://markethq.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Yes. Each client gets its own workspace and action plan, with the same evidence underneath.",
     "u": "https://markethq.ai/"
    }
   },
   "hq": "India",
   "hq_src": "https://markethq.ai/terms",
   "read": "2026-11-02",
   "slug": "markethq"
  },
  {
   "n": "Maxeo",
   "u": "https://maxeo.ai/",
   "w": "AI visibility and brand reputation platform that tracks mentions, sentiment and influencing sources in AI answers and gives on-site and off-site action plans.",
   "w_u": "https://maxeo.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Maxeo queries leading AI platforms , including ChatGPT, Perplexity, Google AI Overview, and Claude, across your prompt set",
     "u": "https://maxeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Maxeo reveals which sources are influencing your representation; review sites, publications, forums, and more",
     "u": "https://maxeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "On-Site GEO Scoring & Optimization",
     "u": "https://maxeo.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Off-Site AEO Outreach Suggestions",
     "u": "https://maxeo.ai/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "connect directly to Data Studio to build custom visual reports for your team, leadership, or clients.",
     "u": "https://maxeo.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "On-Site GEO Scoring & Optimization",
     "u": "https://maxeo.ai/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "We provide 15 default queries built from how people actually search across AI platforms",
     "u": "https://maxeo.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://maxeo.ai/terms",
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/maxeo-ai",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "maxeo"
  },
  {
   "n": "Mentionable",
   "u": "https://mentionable.ai/",
   "w": "French GEO platform that tracks brand visibility in AI answers, writes site fixes and articles, and runs outreach to AI-cited sites.",
   "w_u": "https://mentionable.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sur quelles questions les IA vous citent, pays par pays, face à vos concurrents. Chaque jour.",
     "u": "https://mentionable.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "3 sites citent vos concurrents et pas vous",
     "u": "https://mentionable.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Le plan du mois, les correctifs et les articles rédigés dans le ton de votre marque.",
     "u": "https://mentionable.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Nous contactons en masse les sites que les IA citent, pour multiplier vos mentions. Vous n'envoyez pas un seul email.",
     "u": "https://mentionable.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "GEO en marque blanche pour agences",
     "u": "https://mentionable.ai/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Blocking: Let AI crawlers read /pricing",
     "u": "https://mentionable.ai/en"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts generated from your URL",
     "u": "https://mentionable.ai/en"
    },
    "commerce": {
     "v": "partial",
     "q": "Local | E-commerce | Retailers | Products",
     "u": "https://mentionable.ai/en"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://salesdorado.com/en/ai/review-mentionable-ai/"
   },
   "slug": "mentionable"
  },
  {
   "n": "MentionBird",
   "u": "https://www.mentionbird.ai/",
   "w": "Tracks which brands and sources ChatGPT, Gemini, Perplexity and Claude cite for buyer prompts, and gives a fix plan per prompt.",
   "w_u": "https://www.mentionbird.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Prompt Tracking: See every prompt your buyers ask",
     "u": "https://www.mentionbird.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Citation Tracking: Find the pages AI cites",
     "u": "https://www.mentionbird.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fix a page the client already has: Add the details AI cannot find, including sizing, durability, comparisons, and clean schema.",
     "u": "https://www.mentionbird.ai/solutions/agencies"
    },
    "pr": {
     "v": "yes",
     "q": "Target the publishers, reviewers, and creators AI already cites, to earn a mention or a link. Your outreach starts with a focused list instead of a guess.",
     "u": "https://www.mentionbird.ai/solutions/agencies"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies: Report client visibility and what to fix",
     "u": "https://www.mentionbird.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Accessibility Checker | See which AI crawlers can reach your site",
     "u": "https://www.mentionbird.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Keyword to AI Prompt Generator | Turn keywords into the prompts buyers ask",
     "u": "https://www.mentionbird.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.mentionbird.ai/terms-and-conditions",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/salil-panikkaveettil-bba33315_today-were-launching-mentionbirdai-activity-7497525621946933248-9GIX"
   },
   "slug": "mentionbird"
  },
  {
   "n": "Minddex",
   "u": "https://minddex.ai/",
   "w": "French GEO software that measures brand visibility in ChatGPT, Gemini, Perplexity, Claude and AI Overviews, analyses cited sources and generates content.",
   "w_u": "https://minddex.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Minddex suit la fréquence, le contexte et le positionnement de votre marque dans les réponses générées, sur ChatGPT, Gemini, Perplexity, Claude, AI Overviews et AI Mode.",
     "u": "https://minddex.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Minddex analyse plus de 10 millions de sources chaque semaine pour identifier celles qui influencent réellement les réponses, moteur par moteur, marché par marché.",
     "u": "https://minddex.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Activation : optimisation de vos pages, FAQ et fiches produits, identification des sources à obtenir en priorité et génération de contenus prêts pour les IA.",
     "u": "https://minddex.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Minddex vous dit lesquelles viser, lesquelles acheter et par laquelle commencer.",
     "u": "https://minddex.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "il est utilisé par des annonceurs, des éditeurs et des agences.",
     "u": "https://minddex.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "les sites e-commerce accompagnés constatent jusqu'à 120 % de visites supplémentaires issues des IA",
     "u": "https://minddex.ai"
    }
   },
   "hq": "France",
   "hq_src": "https://minddex.ai/",
   "founded": 2025,
   "founded_src": "https://www.ugap.fr/editeurs-logiciels/kortaix-f34487",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "minddex"
  },
  {
   "n": "named.ae",
   "u": "https://named.ae/",
   "w": "Scans ChatGPT, Claude, Gemini, Perplexity and Grok with buyer questions, then gives weekly action plans to businesses and agencies.",
   "w_u": "https://named.ae/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility score 0 to 100",
     "u": "https://named.ae/"
    },
    "sources": {
     "v": "yes",
     "q": "We show you which pages each one read, and the ones that name your competitors and not you.",
     "u": "https://named.ae/"
    },
    "content": {
     "v": "yes",
     "q": "Your Action Plan is a list of moves: the page to publish, the site to be listed on, the fix to make.",
     "u": "https://named.ae/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Get listed on the agency comparison page all 5 AI platforms cite (we found it)",
     "u": "https://named.ae/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "branded client share links",
     "u": "https://named.ae/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://named.ae/about",
   "founded": 2026,
   "founded_src": "https://named.ae/about",
   "read": "2026-11-02",
   "slug": "named-ae"
  },
  {
   "n": "Nimt",
   "u": "https://www.nimt.ai/",
   "w": "Tracks a brand across AI models; its AI agent writes content, fixes pages, earns citations and runs PR outreach.",
   "w_u": "https://www.nimt.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your dashboard updates daily. Mentions, citations, competitors.",
     "u": "https://www.nimt.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See every source AI cites. Then win them.",
     "u": "https://www.nimt.ai/"
    },
    "content": {
     "v": "yes",
     "q": "The Nimt Agent audits your pages, finds the gaps, and produces everything you need to win in AI search.",
     "u": "https://www.nimt.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "AI cites journalists, Reddit, YouTube, and other trustworthy sources. Other tools show you the gap. Nimt closes it.",
     "u": "https://www.nimt.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Add as many clients as you want, any plan. Scale with the AI agent.",
     "u": "https://www.nimt.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Audits and technical fixes.",
     "u": "https://www.nimt.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Set up your tracking. Nimt suggests the right prompts. Add more anytime.",
     "u": "https://www.nimt.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://www.nimt.ai/about",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "nimt"
  },
  {
   "n": "NiubiGEO",
   "u": "https://niubigeo.ai/",
   "w": "AI visibility reports, human testing, publishing and community distribution for product teams, plus a self hosted open source GEO tool.",
   "w_u": "https://niubigeo.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Whether AI mentions your product in real questions.",
     "u": "https://niubigeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Who appears, what is cited and which evidence is missing.",
     "u": "https://niubigeo.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Use your website, documentation, tutorials and product pages to make it clear what your product is",
     "u": "https://niubigeo.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Articles, tutorials and media placements",
     "u": "https://niubigeo.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "niubigeo"
  },
  {
   "n": "Noble",
   "u": "https://thatsnoble.com/",
   "w": "Automated outreach that places and corrects brand mentions in third party articles AI answers cite, for SEO teams and agencies.",
   "w_u": "https://thatsnoble.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your Noble dashboard tracks both, so you can see the direct impact as each mention goes live.",
     "u": "https://thatsnoble.com/"
    },
    "sources": {
     "v": "yes",
     "q": "A new, accurate placement of your brand in an article that AI already cites for prompts your buyers are using",
     "u": "https://thatsnoble.com/"
    },
    "content": {
     "v": "partial",
     "q": "Structure content for models",
     "u": "https://thatsnoble.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Noble automates outreach to sources cited and works with publishers to get your mentions live.",
     "u": "https://thatsnoble.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "we'll generate relevant prompts",
     "u": "https://thatsnoble.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Get access to agency pricing, volume discounts, and custom terms built for agencies managing multiple brands.",
     "u": "https://thatsnoble.com/pricing"
    }
   },
   "read": "2026-10-30",
   "slug": "noble"
  },
  {
   "n": "Nobori",
   "u": "https://nobori.ai/",
   "w": "AI search optimization SaaS for B2B companies that tracks vendor prompts across AI engines and turns citation gaps into prioritized actions.",
   "w_u": "https://nobori.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your current AI search visibility by prompt and by platform",
     "u": "https://nobori.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages and domains are cited across AI answers",
     "u": "https://nobori.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fix technical blockers, create the right content, and close citation gaps",
     "u": "https://nobori.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Indexing & crawlability checks",
     "u": "https://nobori.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Contact publishers that AI already cites",
     "u": "https://nobori.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Nobori automatically generates the commercial prompts buyers use when they search for vendors",
     "u": "https://nobori.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Add and switch between brands in one workspace.",
     "u": "https://nobori.ai/"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://nobori.ai/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "nobori"
  },
  {
   "n": "Obsero.ai",
   "u": "https://obsero.ai/",
   "w": "AI search intelligence platform tracking visibility, sentiment and citations in AI answers, plus a GEO consultancy that acts on findings.",
   "w_u": "https://obsero.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility, prominence, sentiment and citations across ChatGPT, Gemini, Claude and more benchmarked against competitors.",
     "u": "https://obsero.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identifies which domains and pages AI models cite as sources in a given category.",
     "u": "https://obsero.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Analyses a URL against tracked prompts and returns specific content changes to improve AI visibility.",
     "u": "https://obsero.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "GEO consultancy — strategy, content, digital PR and partnership work delivered alongside the platform.",
     "u": "https://obsero.ai/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "Agent Analytics: Measure how AI agents perform",
     "u": "https://obsero.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Analytics: The exact words AI uses about you",
     "u": "https://obsero.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Who's advertising against your brand in ChatGPT? Obsero helps you understand OpenAI ads",
     "u": "https://obsero.ai/insight"
    }
   },
   "product": "Obsero",
   "hq": "United Kingdom",
   "hq_src": "https://obsero.ai/",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/andyfrancos_aisearch-aisearchintelligence-saas-activity-7368265128212852736-Mws-"
   },
   "slug": "obsero"
  },
  {
   "n": "Oclever",
   "u": "https://oclever.com/",
   "w": "AI marketing platform for brands and agencies that drafts content and ads and tracks how AI assistants describe a brand, with managed services.",
   "w_u": "https://oclever.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt results, checked against your own search and crawler data.",
     "u": "https://oclever.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Teams can monitor cited sources, answer sentiment and share of voice.",
     "u": "https://oclever.com/"
    },
    "content": {
     "v": "yes",
     "q": "Our editors plan, write and publish articles, FAQs and comparison pages built to be quoted by AI answers",
     "u": "https://oclever.com/managed-services"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot, PerplexityBot and other AI crawlers",
     "u": "https://oclever.com/"
    },
    "pr": {
     "v": "yes",
     "q": "We earn mentions on the sources AI engines trust: reviews, directories, publications and community threads.",
     "u": "https://oclever.com/managed-services"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Shopping",
     "u": "https://oclever.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "We map the questions your buyers ask ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, and pick the ones worth winning.",
     "u": "https://oclever.com/managed-services"
    },
    "agency": {
     "v": "yes",
     "q": "Put your logo, colours and web address on OClever.",
     "u": "https://oclever.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://oclever.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "oclever"
  },
  {
   "n": "Omnia",
   "u": "https://www.useomnia.com/",
   "w": "AI visibility software for small marketing teams: daily tracking, citation sources, and an agent that writes content and pitches publishers.",
   "w_u": "https://www.useomnia.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor the prompts that matter across every major AI engine, daily. Share of voice, citations, and competitor benchmarks, in the countries and languages you sell in.",
     "u": "https://www.useomnia.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Your Omnia Agent audits and analyzes your site along with every citation source it found.",
     "u": "https://www.useomnia.com/"
    },
    "content": {
     "v": "yes",
     "q": "Your Omnia Agent writes content in your tone of voice, rewrites the ones losing citations, and publishes them.",
     "u": "https://www.useomnia.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Pitch publishers from your inbox to earn placements.",
     "u": "https://www.useomnia.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Deliver AI visibility as a repeatable service, not a one-off audit.",
     "u": "https://www.useomnia.com/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Prompt Discovery: Discover prompts that mention your brand",
     "u": "https://www.useomnia.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Omnia; Omnia Agent",
   "hq": "Spain",
   "hq_src": "https://www.useomnia.com/terms-and-conditions",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/useomnia_announcing-our-35m-pre-seed-round-at-omnia-activity-7384499443850444800-dn_3",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "omnia"
  },
  {
   "n": "Omnibound",
   "u": "https://www.omnibound.ai/",
   "w": "B2B AI search growth platform: tracks brand in AI search, audits and creates citation-worthy content, and places brands in sources AI trusts.",
   "w_u": "https://www.omnibound.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand wins or loses in AI search",
     "u": "https://www.omnibound.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "shows your citation visibility for each prompt and engine",
     "u": "https://www.omnibound.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fix what’s not getting cited and improve content performance",
     "u": "https://www.omnibound.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get your brand placed in the sources AI search engines trust",
     "u": "https://www.omnibound.ai/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Audit & Optimize: Fix what's not getting cited and improve content performance",
     "u": "https://www.omnibound.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Turn your buyer and market context into the prompts buyers ask AI search engines.",
     "u": "https://www.omnibound.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/omniboundai",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/omniboundai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "omnibound"
  },
  {
   "n": "OmniCite",
   "u": "https://omnicite.ai/",
   "w": "Scans AI assistants for buying questions, then writes pages and lists placement targets, for brands and agencies, self serve or managed.",
   "w_u": "https://omnicite.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buying questions run live across ChatGPT, Claude, Gemini, Meta AI and Google AI.",
     "u": "https://omnicite.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Get cited on the sites AI already trusts in your category, with outreach drafted.",
     "u": "https://omnicite.ai/"
    },
    "content": {
     "v": "yes",
     "q": "A publish-ready page that closes the gap where a competitor gets named instead.",
     "u": "https://omnicite.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Paste a URL and we check whether AI crawlers are allowed in.",
     "u": "https://omnicite.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get cited on the sites AI already trusts in your category, with outreach drafted.",
     "u": "https://omnicite.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Every client brand in one portal, 20 prompts each",
     "u": "https://omnicite.ai/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://omnicite.ai/privacy",
   "founded": 2026,
   "founded_src": "https://ca.linkedin.com/company/omnicite-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "omnicite"
  },
  {
   "n": "Open Forge",
   "u": "https://www.openforge.ai/",
   "w": "AI visibility platform that tracks brand and competitor visibility, writes AI-optimized content and secures third-party citations; full-service tier too.",
   "w_u": "https://www.openforge.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Open Forge gives all the data on you and competitors, plain-English next steps, and the tools to execute everything.",
     "u": "https://www.openforge.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor citation analysis",
     "u": "https://www.openforge.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Create AI-optimized content for topics your audience searches.",
     "u": "https://www.openforge.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Find & Secure 3rd-Party Citations",
     "u": "https://www.openforge.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited users (+ multiple brand accounts for agencies)",
     "u": "https://www.openforge.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Target competitive queries and build content to win them.",
     "u": "https://www.openforge.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Open Forge AI",
   "founded": 2023,
   "founded_src": "https://www.linkedin.com/company/open-forge-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "open-forge"
  },
  {
   "n": "Outranker.ai",
   "u": "https://www.outranker.com/",
   "w": "AEO platform that tracks brand visibility in AI search and helps pages get cited, for brands and agencies, with white label agency plans.",
   "w_u": "https://www.outranker.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI brand visibility tracking across major answer engines.",
     "u": "https://www.outranker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Daily monitoring, citation source discovery, and competitive benchmarking.",
     "u": "https://www.outranker.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Five-agent system that researches, writes, fact-checks, and optimizes blog posts engineered to be cited by AI search engines.",
     "u": "https://www.outranker.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler monitoring and Smart Prerender support for JavaScript-heavy public pages.",
     "u": "https://www.outranker.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Pipeline-style CRM that automates outreach to directories and citation sources that feed AI search engines.",
     "u": "https://www.outranker.com/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See how AI platforms expand buyer",
     "u": "https://www.outranker.com/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Agency workflows including white-label reporting, client portals, lead magnets, and outreach systems.",
     "u": "https://www.outranker.com/"
    }
   },
   "product": "Outranker",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/outranker_most-businesses-still-think-ai-visibility-activity-7462769031092269056-3XUU",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "outranker-ai"
  },
  {
   "n": "Pagelens AI",
   "u": "https://pagelens.ai/",
   "w": "AI search visibility platform that tracks engines daily, publishes content to the brand's domain and drafts outreach pitches, for brands and agencies.",
   "w_u": "https://pagelens.ai/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracked daily across ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, Grok and Copilot.",
     "u": "https://pagelens.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See how ChatGPT, Claude, Gemini & Perplexity describe your brand, find who they cite instead of you",
     "u": "https://pagelens.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Write the pages AI actually cites",
     "u": "https://pagelens.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Sessions, GPTBot and ClaudeBot activity by page, and Search Console in one view",
     "u": "https://pagelens.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "PageLens finds the publications and creators AI already cites, researches and writes a tailored pitch for each, and queues one a day",
     "u": "https://pagelens.ai/features/outreach"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Every question your buyers ask AI",
     "u": "https://pagelens.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "This White-Label Agency Agreement",
     "u": "https://pagelens.ai/agency-terms"
    }
   },
   "product": "PageLens",
   "hq": "India",
   "hq_src": "https://pagelens.ai/agency-terms",
   "founded": 2026,
   "founded_src": "https://in.linkedin.com/company/pagelens",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "pagelens-ai"
  },
  {
   "n": "Paprik AI",
   "u": "https://paprik.ai/",
   "w": "AEO and GEO platform that asks AI assistants buyer questions daily and turns gaps into page drafts and outreach targets, for marketing teams.",
   "w_u": "https://paprik.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, rank and share of voice across seven AI platforms",
     "u": "https://paprik.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The specific pages shaping what AI says about your category",
     "u": "https://paprik.ai/"
    },
    "content": {
     "v": "yes",
     "q": "What to change on your own pages, with a draft written from cited sources",
     "u": "https://paprik.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Which AI crawlers hit your site, and what your server gave them",
     "u": "https://paprik.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "The sites AI cites that you don't own, and what to publish on each",
     "u": "https://paprik.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "generate the questions buyers ask AI",
     "u": "https://paprik.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and organizations managing multiple brands",
     "u": "https://paprik.ai/pricing"
    }
   },
   "product": "Paprik",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "paprik-ai"
  },
  {
   "n": "Parse",
   "u": "https://parse.gl/",
   "w": "Tracks brand mentions in ChatGPT and Google AI Mode and handles outreach to the pages AI answers cite.",
   "w_u": "https://parse.gl/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare how often AI mentions you and your rivals.",
     "u": "https://parse.gl/"
    },
    "sources": {
     "v": "yes",
     "q": "Parse finds where competitors appear and which comparison pages the answers cite.",
     "u": "https://parse.gl/ai"
    },
    "pr": {
     "v": "yes",
     "q": "Parse handles outreach and follows up for you.",
     "u": "https://parse.gl/"
    },
    "content": {
     "v": "partial",
     "q": "pages to pitch, conversations to join and content to improve",
     "u": "https://parse.gl/about"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Parse finds what your buyers ask AI automatically.",
     "u": "https://parse.gl"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://parse.gl/ai",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/goparse",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "parse"
  },
  {
   "n": "PatchMySEO",
   "u": "https://patchmyseo.com",
   "w": "Checks whether AI engines name a brand for buyer questions, explains why not and drafts fixes, for site owners and agencies.",
   "w_u": "https://patchmyseo.com",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Gemini, Perplexity and Google's AI Overviews the questions your buyers ask.",
     "u": "https://patchmyseo.com"
    },
    "sources": {
     "v": "yes",
     "q": "2 articles that AI engines cite list your rivals, not you",
     "u": "https://patchmyseo.com"
    },
    "content": {
     "v": "yes",
     "q": "Drafted fixes, pages and outreach",
     "u": "https://patchmyseo.com"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot is blocked in your robots.txt",
     "u": "https://patchmyseo.com"
    },
    "pr": {
     "v": "yes",
     "q": "One click drafts an email to each, with contact details taken from the article itself",
     "u": "https://patchmyseo.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "People ask this. You don't track it yet.",
     "u": "https://patchmyseo.com"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and several sites.",
     "u": "https://patchmyseo.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "patchmyseo"
  },
  {
   "n": "Peak Answer",
   "u": "https://peakanswer.com/",
   "w": "AEO software that checks six AI engines weekly, writes content and pitches to the pages AI cites.",
   "w_u": "https://peakanswer.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Works with ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews and Copilot",
     "u": "https://peakanswer.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Peak Answer finds yours, then gets you accurately represented on each one",
     "u": "https://peakanswer.com/"
    },
    "content": {
     "v": "yes",
     "q": "Peak Answer writes articles built on your data, your positioning and real sources, and you approve everything before it goes live.",
     "u": "https://peakanswer.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Every pitch and submission written for you, and no link exchange",
     "u": "https://peakanswer.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Checker: Check whether robots.txt blocks major AI crawlers.",
     "u": "https://peakanswer.com"
    },
    "prompts": {
     "v": "partial",
     "q": "tracks whether AI search recommends your brand, finds the exact questions where competitors win",
     "u": "https://peakanswer.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://peakanswer.com/about",
   "founded": 2026,
   "founded_src": "https://peakanswer.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "peak-answer"
  },
  {
   "n": "Peekaboo",
   "u": "https://www.aipeekaboo.com/",
   "w": "AI visibility tool that runs buyer prompts through ChatGPT, Gemini, Perplexity and Google AI, scoring mentions, rank, sentiment and cited sources.",
   "w_u": "https://www.aipeekaboo.com/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It runs the buyer questions you choose through ChatGPT, Gemini, Perplexity, Google AI Mode and Google AI Overviews on your plan cadence, then scores the mentions, rank, sentiment and cited sources",
     "u": "https://www.aipeekaboo.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Sources](https://www.aipeekaboo.com/features/citation-sources): See which third-party sources support competing recommendations",
     "u": "https://www.aipeekaboo.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Content Briefs](https://www.aipeekaboo.com/features/content-briefs): Turn at least three runs from the selected window into a prompt-level brief",
     "u": "https://www.aipeekaboo.com/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Prioritize outreach by how often each domain gets cited",
     "u": "https://www.aipeekaboo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "From prompt tracking to white label reporting, every screen is built to move one number: your AI share of voice.",
     "u": "https://www.aipeekaboo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical GEO Analysis",
     "u": "https://www.aipeekaboo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt suggestions built in",
     "u": "https://www.aipeekaboo.com/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Peekaboo",
   "hq": "United States",
   "hq_src": "https://www.aipeekaboo.com/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/filipelinsduarte_4-months-ago-i-started-working-on-something-activity-7371190839705931776-XgcO"
   },
   "slug": "ai-peekaboo"
  },
  {
   "n": "Pendium",
   "u": "https://pendium.ai/",
   "w": "Scans what AI assistants say about a business, tracks prompts weekly, builds an AI-readable site and does outreach to cited pages.",
   "w_u": "https://pendium.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Paid plans add weekly tracking, content written for you, and a site AI can read.",
     "u": "https://pendium.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Who AI recommends instead of you, which sources it pulls from in your category, and how it talks about you",
     "u": "https://pendium.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Pendium runs an agent-optimized section on your own domain, written from what you know and kept current.",
     "u": "https://pendium.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "We earn you placements on the pages AI agents cite when they answer questions in your category",
     "u": "https://pendium.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Track every client brand from one account. Limits sized to your contract.",
     "u": "https://pendium.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Pendium runs an agent-optimized section on your own domain, written from what you know and kept current.",
     "u": "https://pendium.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Connect Google Search Console to see the AI-style questions people already ask about you, and which of your pages LLMs cite",
     "u": "https://pendium.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/pendium-ai",
   "founded": 2023,
   "founded_src": "https://www.linkedin.com/company/pendium-ai",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/robfan_ive-been-exploring-building-things-to-learn-activity-7442731159098396673-_Wh4"
   },
   "slug": "pendium"
  },
  {
   "n": "Periscopify",
   "u": "https://periscopify.com/",
   "w": "Measures whether AI models recommend a B2B company, shows sources and technical gaps, and offers advisors who help carry out the work.",
   "w_u": "https://periscopify.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We measure whether ChatGPT, Gemini, Copilot, Claude and Perplexity recommend you, and how often.",
     "u": "https://periscopify.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites, articles and registries the AI engines treat as their source of truth.",
     "u": "https://periscopify.com/"
    },
    "content": {
     "v": "yes",
     "q": "develop content drafts and send approved changes to existing publishing systems",
     "u": "https://periscopify.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical visibility audit",
     "u": "https://periscopify.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Work on the third-party sources AI draws its facts from",
     "u": "https://periscopify.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Manager",
     "u": "https://periscopify.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Need consolidated billing for an agency?",
     "u": "https://periscopify.com/"
    }
   },
   "hq": "Norway",
   "hq_src": "https://periscopify.com/",
   "founded": 2025,
   "founded_src": "https://periscopify.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/thomas-dehli-cleve-372a22_launch-announcement-after-months-of-focused-activity-7396872208989585408-dSCh"
   },
   "slug": "periscopify"
  },
  {
   "n": "Petra Labs",
   "u": "https://www.petralabs.com/",
   "w": "Sells enterprises an AI search platform for query discovery, tracking and attribution, with an embedded team doing AEO execution.",
   "w_u": "https://www.petralabs.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand’s presence, sentiment, and competitive threats across every major AI platform.",
     "u": "https://www.petralabs.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The model's fan-out queries and interim citations",
     "u": "https://www.petralabs.com/solutions"
    },
    "content": {
     "v": "yes",
     "q": "Our experts provide premium copy-writing, technical site audits, and programmatic AEO.",
     "u": "https://www.petralabs.com/solutions"
    },
    "technical": {
     "v": "yes",
     "q": "technical site audits",
     "u": "https://www.petralabs.com/solutions"
    },
    "pr": {
     "v": "yes",
     "q": "We secure earned media placements and manage your social presence",
     "u": "https://www.petralabs.com/solutions"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "using opt-in panel data from AI search engines",
     "u": "https://www.petralabs.com/solutions"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "petra-labs"
  },
  {
   "n": "Picked",
   "u": "https://picked.so/",
   "w": "Tracks which prompts name a brand across six AI models, shows cited pages, and writes articles or pitches to win answers.",
   "w_u": "https://picked.so/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Six AI models, asked every day",
     "u": "https://picked.so/"
    },
    "sources": {
     "v": "yes",
     "q": "For every prompt, the pages the models cite, whose they are and how often.",
     "u": "https://picked.so/"
    },
    "content": {
     "v": "yes",
     "q": "a prompt you lose becomes an article built from the pages the AI models cite today, with your facts",
     "u": "https://picked.so/"
    },
    "pr": {
     "v": "yes",
     "q": "Every page the answers cite when they name other brands and not you: the lists, reviews and alternatives pages ... A pitch, ready to send",
     "u": "https://picked.so/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and bigger sites: the most brands, prompts and articles, and white-label reports.",
     "u": "https://picked.so/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Picked logs every AI crawler hit, page by page, and tells you which is which.",
     "u": "https://picked.so/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "picked"
  },
  {
   "n": "Prefer",
   "u": "https://tryprefer.com/",
   "w": "AEO platform that tracks how AI engines describe a brand, shows cited sources, and runs agents that fix content and pitch outlets.",
   "w_u": "https://tryprefer.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks the prompts buyers ask, records which sources each engine cites, scores your visibility",
     "u": "https://tryprefer.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Top Citation Domains 3,712 citations",
     "u": "https://tryprefer.com/"
    },
    "content": {
     "v": "yes",
     "q": "Agents analyze citations, run deep research across answer engines, and architect content designed to be cited by ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://tryprefer.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Mentions on sources AI trusts 4 to 6 per month ... Digital PR and editorial placements",
     "u": "https://tryprefer.com/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Managing clients? Prefer Agency gives you 250 prompts, 50 articles and white-label pitch audits for [price]",
     "u": "https://tryprefer.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The real questions buyers ask, with your answer rate on every one of them.",
     "u": "https://tryprefer.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://tryprefer.com/about/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/getvisibly_1995-killed-the-brands-without-websites-activity-7478699329566810112-A_ny"
   },
   "slug": "prefer"
  },
  {
   "n": "Promptado",
   "u": "https://promptado.com/",
   "w": "Brazilian GEO and AEO platform that monitors brands in AI answers, writes and publishes articles and audits pages, for brands and agencies.",
   "w_u": "https://promptado.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Veja em quais perguntas e quantas vezes sua marca é citada no ChatGPT, Gemini, Claude, Copilot, Grok e Perplexity.",
     "u": "https://promptado.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Veja quais sites as IAs usam como referência nas respostas.",
     "u": "https://promptado.com/"
    },
    "content": {
     "v": "yes",
     "q": "A Promptado escreve os artigos, publica no blog do seu domínio e aponta o que ajustar no site.",
     "u": "https://promptado.com/"
    },
    "technical": {
     "v": "yes",
     "q": "registre quando os crawlers de IA leem o seu site",
     "u": "https://promptado.com/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Extração de contatos de autores para outreach",
     "u": "https://promptado.com/llms.txt"
    },
    "commerce": {
     "v": "partial",
     "q": "Monitore quais dos seus produtos o ChatGPT recomenda nas respostas",
     "u": "https://promptado.com/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "ANALISAR | Prompts",
     "u": "https://promptado.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Relatórios e planos de ação em PDF white-label, no nome da sua agência, em qualquer cliente.",
     "u": "https://promptado.com/agencias"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://promptado.com/",
   "founded": 2025,
   "founded_src": "https://www.band.com.br/ciencia-e-tecnologia/a-promptado-e-a-pioneira-em-geo-enterprise-no-brasil",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "promptado"
  },
  {
   "n": "Promptmonitor",
   "u": "https://promptmonitor.io/",
   "w": "AEO platform tracking brand mentions across AI models, finding cited sources, optimizing content and supplying publisher contacts for outreach.",
   "w_u": "https://promptmonitor.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Check how often ChatGPT, Claude, Gemini, and Perplexity mention your brand.",
     "u": "https://promptmonitor.io/"
    },
    "sources": {
     "v": "yes",
     "q": "find the sources AI cites",
     "u": "https://promptmonitor.io/"
    },
    "content": {
     "v": "yes",
     "q": "optimize your content for answer engines",
     "u": "https://promptmonitor.io/"
    },
    "pr": {
     "v": "yes",
     "q": "reach out to publishers who should be mentioning you.",
     "u": "https://promptmonitor.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited client projects in one workspace",
     "u": "https://promptmonitor.io/use-cases/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI bot crawls",
     "u": "https://promptmonitor.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "See the exact prompts that bring AI to your website.",
     "u": "https://promptmonitor.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://promptmonitor.io/terms-of-service",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.producthunt.com/products/promptmonitor"
   },
   "slug": "promptmonitor"
  },
  {
   "n": "PromptRush",
   "u": "https://www.promptrush.ai/",
   "w": "AI prompt tracker that checks daily whether ChatGPT, Gemini, Perplexity, Claude and Google AI mention a brand and which sources they cite.",
   "w_u": "https://www.promptrush.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See when your brand is mentioned, who gets recommended instead, and which sources shape each answer.",
     "u": "https://www.promptrush.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "PromptRush shows which of those sources appear in your answers, so you can put effort where it actually moves visibility.",
     "u": "https://www.promptrush.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Scale and Enterprise clients get a dedicated GEO (Generative Engine Optimization) Strategist — a human specialist who helps optimize your brand's presence in AI-generated responses.",
     "u": "https://www.promptrush.ai/pricing/"
    },
    "pr": {
     "v": "yes",
     "q": "Find the review sites, listicles and threads where competitors appear and you don't, then go after them.",
     "u": "https://www.promptrush.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Track each client as a separate project and share reports they can read in two minutes.",
     "u": "https://www.promptrush.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "PromptRush suggests prompts based on how buyers in your category ask questions.",
     "u": "https://www.promptrush.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "slug": "promptrush"
  },
  {
   "n": "Promptwatch",
   "u": "https://promptwatch.com/",
   "w": "AI search visibility and GEO platform: tracks brands and citations, analyzes crawler logs, writes content and drafts outreach to cited pages.",
   "w_u": "https://promptwatch.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand's visibility across ChatGPT, Claude, Perplexity, and Gemini.",
     "u": "https://promptwatch.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which pages and domains AI search engines cite, with All Citations, URL Positions, and Citation Trends tabs, plus a monitor filter",
     "u": "https://promptwatch.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "AI agents that create and refresh content based on real citation data.",
     "u": "https://promptwatch.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find the pages AI cites for your prompts that don't mention you yet, and draft the outreach emails.",
     "u": "https://promptwatch.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Yes, Promptwatch is the best solution for agencies managing AI Search for multiple brands.",
     "u": "https://promptwatch.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Combine crawler logs, citations and clicks per topic to see what actually drives AI traffic.",
     "u": "https://promptwatch.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Track real user prompts, your visibility score and share of voice across every AI platform.",
     "u": "https://promptwatch.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Shopping: Filter by Model and Date",
     "u": "https://promptwatch.com/changelog"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://promptwatch.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://www.consultancy.eu/news/14076/promptwatch-secures-6-million-growth-capital-with-support-from-torqpartners",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-04",
    "src": "https://promptwatch.com/about"
   },
   "slug": "promptwatch"
  },
  {
   "n": "Promvia AI",
   "u": "https://promvia.app/",
   "w": "Tracks whether AI engines name a business for chosen questions, scores its GEO readiness and supplies fix files, drafts and outreach messages.",
   "w_u": "https://promvia.app/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the questions your buyers ask AI, and see whether it recommends you or your competitors.",
     "u": "https://promvia.app/"
    },
    "sources": {
     "v": "yes",
     "q": "The off-site plan lists the third-party pages the answers cite for your questions",
     "u": "https://promvia.app/"
    },
    "content": {
     "v": "yes",
     "q": "A content brief and a full page draft for the question you are missing.",
     "u": "https://promvia.app/"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot, ClaudeBot, PerplexityBot and the rest, day by day and page by page",
     "u": "https://promvia.app/"
    },
    "pr": {
     "v": "yes",
     "q": "lists the third-party pages the answers cite for your questions, with an outreach message drafted for each.",
     "u": "https://promvia.app/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client reports are included on Agency",
     "u": "https://promvia.app/llms.txt"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://promvia.app/imprint",
   "read": "2026-11-02",
   "slug": "promvia-ai"
  },
  {
   "n": "Proofsource",
   "u": "https://proofsource.co/",
   "w": "AI visibility tool tracking brand mentions and citations across ChatGPT, Perplexity, Claude and AI Overviews, with fix agents and white-label agency accounts.",
   "w_u": "https://proofsource.co/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buyer questions are asked on ChatGPT, Perplexity, Claude and Google AI Overviews. Each answer is stored whole with the sources it cited",
     "u": "https://proofsource.co/about"
    },
    "sources": {
     "v": "yes",
     "q": "Citations and sourcesEvery page AI cites, and which of them mention you.",
     "u": "https://proofsource.co/pricing"
    },
    "content": {
     "v": "yes",
     "q": "FixesRanked changes, re-checked in AI answersContentDrafts built from the gap they close",
     "u": "https://proofsource.co/"
    },
    "pr": {
     "v": "yes",
     "q": "Outreach where AI looksGetting you onto the lists, review sites, Reddit threads and press AI cites. ... Done for you",
     "u": "https://proofsource.co/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Start a white-label AEO & GEO agency, nothing to build",
     "u": "https://proofsource.co/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler Access: Whether AI bots can read your site",
     "u": "https://proofsource.co"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts: The buyer questions you track, by topic",
     "u": "https://proofsource.co"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://proofsource.co/about",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/akachandan_ai-marketing-growth-activity-7513495940154994688-wX8l",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://www.producthunt.com/products/proofsource"
   },
   "slug": "proofsource"
  },
  {
   "n": "Rank Prompt",
   "u": "https://rankprompt.com/",
   "w": "AI visibility platform tracking ranks, mentions and cited sources, with content studio, GEO audits and citation outreach.",
   "w_u": "https://rankprompt.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Rank Tracker Your position in every AI engine AI Mention Tracker Track brand mentions across AI",
     "u": "https://rankprompt.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations & Sources See which sources AI cites",
     "u": "https://rankprompt.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content Studio Content built to get cited GEO Audit Can AI read, name and cite you",
     "u": "https://rankprompt.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Citation Outreach Reach the sites AI cites",
     "u": "https://rankprompt.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client portal",
     "u": "https://rankprompt.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Let the crawlers in | 23 AI crawlers, checked by name",
     "u": "https://rankprompt.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword Research | Google keywords and AI prompts",
     "u": "https://rankprompt.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Ads",
     "u": "https://rankprompt.com/changelog/"
    }
   },
   "hq": "United States",
   "hq_src": "https://rankprompt.com/terms/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "rank-prompt"
  },
  {
   "n": "RankCaster AI",
   "u": "https://rankcaster.ai/",
   "w": "GEO platform for SEO agencies: tracks brand presence across six AI engines, ranks cited sources to publish on, and drafts content.",
   "w_u": "https://rankcaster.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracking Answer Presence Rate (APR) across ChatGPT, Claude, Google AI Overview, Gemini, DeepSeek and Perplexity.",
     "u": "https://rankcaster.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Where-to-publish ranks external surfaces by citation count ... Ranked by AI citation count × signal strength",
     "u": "https://rankcaster.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content Manager drafts the article against a monitored prompt, 11 Quality Gates run before publish ... auto-generated Schema.org JSON-LD",
     "u": "https://rankcaster.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Where-to-publish (ranked by AI citation count, Advertise / Contribute / Press / Publish yourself routes)",
     "u": "https://rankcaster.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label For agencies with white-label reporting",
     "u": "https://rankcaster.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Three tools to improve AI discoverability: Schema.org/JSON-LD editor, Knowledge Graph builder with llms.txt and ai.txt, and a hosted MCP Server.",
     "u": "https://rankcaster.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "a redesigned Strategic Prompts workspace",
     "u": "https://rankcaster.ai/blog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/rankcaster-ai_cmo-glossary-2026-the-essential-marketing-activity-7437107493442359296-DAkZ",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rankcaster-ai"
  },
  {
   "n": "RankControl",
   "u": "https://rctrl.com/",
   "w": "AI SEO platform that writes and publishes citation-optimized articles, tracks AI citations, and runs backlink and community outreach.",
   "w_u": "https://rctrl.com/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track citations across ChatGPT, Perplexity, Claude, Gemini, Grok, Google AI Mode, and Google AI Overviews.",
     "u": "https://rctrl.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "citation sources typed you / competitors / commun",
     "u": "https://rctrl.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Forge Agent: writes citation-optimized articles with images and data",
     "u": "https://rctrl.com/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Social Agent: surfaces community threads and drafts value-first replies for approval",
     "u": "https://rctrl.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Checker: AI bot access to your site",
     "u": "https://rctrl.com"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out Tool: What ChatGPT searched and read",
     "u": "https://rctrl.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://rctrl.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026",
    "src": "https://www.producthunt.com/products/rankcontrol"
   },
   "slug": "rankcontrol"
  },
  {
   "n": "Rankin AI",
   "u": "https://rankinai.io/",
   "w": "Rankin AI sells marketers and agencies AI visibility tracking, cited source lists, site audits and brokered placements on cited pages.",
   "w_u": "https://rankinai.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor AI mentions, citations, and sentiment across the most famous AI platforms.",
     "u": "https://rankinai.io/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages it cites in your category",
     "u": "https://rankinai.io/"
    },
    "content": {
     "v": "yes",
     "q": "Content generations/month",
     "u": "https://rankinai.io/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Audit your site pages for E-E-A-T, technical issues and SEO gaps.",
     "u": "https://rankinai.io/"
    },
    "pr": {
     "v": "yes",
     "q": "We contact the publisher, negotiate the price & get you mentioned.",
     "u": "https://rankinai.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "white-label reports for agencies",
     "u": "https://rankinai.io/"
    }
   },
   "hq": "Ukraine",
   "hq_src": "https://rankinai.io/about",
   "founded": 2025,
   "founded_src": "https://rankinai.io/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://rankinai.io/about"
   },
   "slug": "rankin-ai"
  },
  {
   "n": "RankMonster.ai",
   "u": "https://www.rankmonster.ai/",
   "w": "Rank Monster sells brands and agencies AI engine tracking, generated articles on a hosted blog, Reddit distribution and AI traffic analytics.",
   "w_u": "https://www.rankmonster.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We test your brand against 200 prompts every day",
     "u": "https://www.rankmonster.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Open data on which sources AI cites",
     "u": "https://www.rankmonster.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Rank Monster writes 30 LLM-optimized articles during onboarding",
     "u": "https://www.rankmonster.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI bot analytics: see when GPTBot, ClaudeBot, and PerplexityBot visit",
     "u": "https://www.rankmonster.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "then distributes them to Reddit, Medium, LinkedIn, and Quora automatically.",
     "u": "https://www.rankmonster.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label app on your own domain",
     "u": "https://www.rankmonster.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankmonster-ai"
  },
  {
   "n": "Ranksmith",
   "u": "https://getranksmith.com/",
   "w": "Software that tracks brand mentions, position, sentiment and citations across ChatGPT, Perplexity, Gemini, Grok and Claude for marketing teams.",
   "w_u": "https://getranksmith.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track share of voice, average position, and sentiment across ChatGPT, Perplexity, and Gemini",
     "u": "https://getranksmith.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the sources most often cited when competitors show up",
     "u": "https://getranksmith.com/"
    },
    "content": {
     "v": "partial",
     "q": "use them to plan PR, reviews, and content plays",
     "u": "https://getranksmith.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Identify technical content gaps preventing LLM retrieval.",
     "u": "https://getranksmith.com/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Identify which citations drive rankings and execute targeted outreach, community engagement, or PR campaigns",
     "u": "https://getranksmith.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Start with AI‑suggested prompts or import your own.",
     "u": "https://getranksmith.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10",
    "src": "https://www.linkedin.com/posts/ahmednabi_ranksmith-generative-engine-optimization-activity-7383566552941445120-cuzW"
   },
   "slug": "ranksmith"
  },
  {
   "n": "RankSpot",
   "u": "https://www.rankspot.ai/",
   "w": "Pay-per-action SEO and AI search agent via MCP: checks prompts in AI engines, writes articles, pitches cited pages and drafts Reddit replies.",
   "w_u": "https://www.rankspot.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your agent asks ChatGPT, Claude, Perplexity, Gemini and Google what your buyers ask and compares you with your rivals.",
     "u": "https://www.rankspot.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Your agent finds the pages AI answers cite in your market",
     "u": "https://www.rankspot.ai/"
    },
    "content": {
     "v": "yes",
     "q": "RankSpot reads the top 5 Google results and the sources AI quotes for your keyword, then writes something more useful",
     "u": "https://www.rankspot.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "For the prompts you want to rank for, RankSpot picks the pages Google and AI cite most, finds the editor and drafts the pitch.",
     "u": "https://www.rankspot.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited client workspaces, each with its own CMS, mailboxes and memory.",
     "u": "https://www.rankspot.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rankspot"
  },
  {
   "n": "RankSurf",
   "u": "https://ranksurf.com/",
   "w": "Software that tracks brands in ChatGPT, Perplexity and Google AI Overview and lists the third party pages to act on, for marketing teams and agencies.",
   "w_u": "https://ranksurf.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility across the AI engines your buyers actually use",
     "u": "https://ranksurf.com/"
    },
    "sources": {
     "v": "yes",
     "q": "RankSurf shows you exactly which third-party pages each engine read to answer your prompts",
     "u": "https://ranksurf.com/"
    },
    "content": {
     "v": "partial",
     "q": "then hand you the next action and check it went live",
     "u": "https://ranksurf.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "We pinpoint the buying prompts you're losing — and the Reddit threads, G2 listings, and listicles AI cites your rivals on",
     "u": "https://ranksurf.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "RankSurf finds the exact prompts you're losing",
     "u": "https://ranksurf.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage 10 client domains, white-label reports, dedicated support.",
     "u": "https://ranksurf.com/"
    }
   },
   "hq": "Hungary",
   "hq_src": "https://ranksurf.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.producthunt.com/products/ranksurf/launches"
   },
   "slug": "ranksurf"
  },
  {
   "n": "rankup",
   "u": "https://www.rankup.diy/",
   "w": "AEO agent platform and managed service that gets SaaS brands cited in ChatGPT, Perplexity, Gemini and Google AI Overviews.",
   "w_u": "https://www.rankup.diy/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand is cited in ChatGPT, Perplexity, Gemini, and Google AI Overviews across thousands of prompt variations.",
     "u": "https://www.rankup.diy/llms-full.txt"
    },
    "sources": {
     "v": "partial",
     "q": "top competitor citation breakdown",
     "u": "https://www.rankup.diy/llms-full.txt"
    },
    "content": {
     "v": "yes",
     "q": "RankUp optimizes content, structured data, social signals, and reviews to build entity authority",
     "u": "https://www.rankup.diy/"
    },
    "technical": {
     "v": "yes",
     "q": "Generate structured data (JSON-LD), entity-rich content, and multi-platform signals",
     "u": "https://www.rankup.diy/llms-full.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Build high-authority citations across platforms indexed by AI models (Reddit, Quora, Medium, GitHub, and niche directories).",
     "u": "https://www.rankup.diy/llms-full.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "prompt library monitoring",
     "u": "https://www.rankup.diy/llms-full.txt"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/rankup-diy",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/serp-engineers_activity-7475575919819063296-mIYL"
   },
   "slug": "rankup"
  },
  {
   "n": "ReachLLM",
   "u": "https://www.reachllm.com/",
   "w": "GEO agency with self serve visibility software that measures and improves brand mentions in AI engines, for brands and agencies.",
   "w_u": "https://www.reachllm.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We measure where you appear across important prompt clusters.",
     "u": "https://www.reachllm.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We identify which publications, forums, databases, directories, and competitor pages AI engines rely on.",
     "u": "https://www.reachllm.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content aligned to buyer questions",
     "u": "https://www.reachllm.com/"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt implementation",
     "u": "https://www.reachllm.com/"
    },
    "pr": {
     "v": "yes",
     "q": "PR outreach",
     "u": "https://www.reachllm.com/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Product brands fighting for visibility in AI-generated shopping comparisons.",
     "u": "https://www.reachllm.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt intelligence and clustering",
     "u": "https://www.reachllm.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label GEO for Agencies",
     "u": "https://www.reachllm.com/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://markets.financialcontent.com/woonsocketcall/article/abnewswire-2025-8-26-reachllm-launches-to-help-businesses-dominate-the-ai-search-era",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.producthunt.com/products/reachllm"
   },
   "slug": "reachllm"
  },
  {
   "n": "Reaudit",
   "u": "https://reaudit.io/",
   "w": "AI visibility platform with a done-for-you GEO and AEO service, showing how AI engines describe brands and helping fix the gaps.",
   "w_u": "https://reaudit.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks how AI engines mention and cite your brand",
     "u": "https://reaudit.io/"
    },
    "sources": {
     "v": "yes",
     "q": "shows the sources and competitors shaping those answers",
     "u": "https://reaudit.io/"
    },
    "content": {
     "v": "yes",
     "q": "helps you act through content, community conversations and technical fixes",
     "u": "https://reaudit.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Run the free agent-readiness check to see crawler access, schema and the fixes",
     "u": "https://reaudit.io/"
    },
    "pr": {
     "v": "yes",
     "q": "replies in the Reddit and community threads engines read, listings on the roundups they cite",
     "u": "https://reaudit.io/services"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI-powered prompt research generates 30-40 prompts grouped by topic with relevance scores and estimated intent volume.",
     "u": "https://reaudit.io/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "white-label reports, client portal, 20 client projects",
     "u": "https://reaudit.io/agencies"
    }
   },
   "hq": "Greece",
   "hq_src": "https://reaudit.io/llms.txt",
   "founded": 2024,
   "founded_src": "https://reaudit.io/llms.txt",
   "read": "2026-11-02",
   "slug": "reaudit"
  },
  {
   "n": "ReddGrow",
   "u": "https://reddgrow.ai",
   "w": "Software that finds the Reddit threads AI engines cite, helps draft comments and tracks AI share of voice, for B2B SaaS teams.",
   "w_u": "https://reddgrow.ai",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ReddGrow tracks your share of voice as it grows.",
     "u": "https://reddgrow.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Then we map the Reddit threads each one cites.",
     "u": "https://reddgrow.ai"
    },
    "content": {
     "v": "partial",
     "q": "2 AI answer pages a week",
     "u": "https://reddgrow.ai/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "helps you write comments that are useful first and mention your brand naturally",
     "u": "https://reddgrow.ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "plus whitelabel exports and client portals",
     "u": "https://reddgrow.ai/pricing/"
    }
   },
   "founded": 2026,
   "founded_src": "https://reddgrow.ai/about/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "reddgrow"
  },
  {
   "n": "Relixir",
   "u": "https://www.relixir.ai/rex",
   "w": "Autonomous GEO agent that monitors AI search visibility, generates and refreshes content, and runs backlink and PR outreach.",
   "w_u": "https://www.relixir.ai/rex",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI search visibility monitoring across all major LLMs",
     "u": "https://www.relixir.ai/rex"
    },
    "sources": {
     "v": "yes",
     "q": "Finds and tracks keywords and associated search prompts, then extracts LLM responses for sentiment analysis, competitor mentions, and citation patterns.",
     "u": "https://www.relixir.ai/rex"
    },
    "content": {
     "v": "yes",
     "q": "GEO-optimized content generation with JSON-LD schema",
     "u": "https://www.relixir.ai/rex"
    },
    "pr": {
     "v": "yes",
     "q": "Automated backlink outreach to top sources cited by AI",
     "u": "https://www.relixir.ai/rex"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Generates content with JSON-LD schema, semantic chunking, automated citations, FAQ structures, and structured data",
     "u": "https://www.relixir.ai/rex"
    },
    "prompts": {
     "v": "yes",
     "q": "Keyword & Prompt Intelligence: Finds and tracks keywords and associated search prompts",
     "u": "https://www.relixir.ai/rex"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Rex",
   "hq": "United States",
   "hq_src": "https://www.finsmes.com/2025/11/relixir-raises-2m-in-seed-funding.html",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/seandorje_incredibly-excited-to-launch-relixir-yc-activity-7331094616051462144-Fjio"
   },
   "slug": "rex-by-relixir"
  },
  {
   "n": "Repliq",
   "u": "https://www.gorepliq.com/en",
   "w": "Tracks daily how AI assistants answer customer questions for brands, institutions and agencies, focused on Switzerland, and helps improve content and outside sources.",
   "w_u": "https://www.gorepliq.com/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Repliq tracks your presence in ChatGPT, Gemini and Google every day",
     "u": "https://www.gorepliq.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "Repliq identifies the sources actually cited",
     "u": "https://www.gorepliq.com/en"
    },
    "content": {
     "v": "yes",
     "q": "helps you improve your content and your presence elsewhere",
     "u": "https://www.gorepliq.com/en"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "opportunities to activate in owned (your site) and earned (press, comparators, directories) channels to gain citations",
     "u": "https://www.gorepliq.com/en/about"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Become a partner agency",
     "u": "https://www.gorepliq.com/en/agencies"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://www.gorepliq.com/llms.txt",
   "read": "2026-11-02",
   "slug": "repliq"
  },
  {
   "n": "Sagelyn",
   "u": "https://www.sagelyn.ai/",
   "w": "AI employees for local service businesses that handle email, social posts and AI search recommendations, sold self serve or done for you.",
   "w_u": "https://www.sagelyn.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Manager — see whether ChatGPT, Perplexity and Gemini actually recommend you, who they name instead, and what to do about it",
     "u": "https://www.sagelyn.ai/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "Which Austin dentists the AI engines name, which sources they trust, and why.",
     "u": "https://www.sagelyn.ai/"
    },
    "content": {
     "v": "yes",
     "q": "SEO blog posts written and published straight to your WordPress, built to get found",
     "u": "https://www.sagelyn.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "audit, website optimization, AI-ready content",
     "u": "https://www.sagelyn.ai/about"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit customer radar — real people asking for what you sell, on a source AI leans on when it recommends businesses",
     "u": "https://www.sagelyn.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "A client login for each Brand, so every client sees their own Brand only",
     "u": "https://www.sagelyn.ai/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.sagelyn.ai/about",
   "founded": 2024,
   "founded_src": "https://www.sagelyn.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/sagelyn_huge-upgrade-to-sagelyn-we-just-shipped-activity-7498811742744006656-hZiS"
   },
   "slug": "sagelyn"
  },
  {
   "n": "Scribble Network",
   "u": "https://scribble.network/",
   "w": "Tracks AI citation share and pays a network of 50,000 creators to publish content that gets the brand cited.",
   "w_u": "https://scribble.network/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Enter your domain. We build the exact queries your buyers ask AI and track your citation share across all five models.",
     "u": "https://scribble.network/"
    },
    "sources": {
     "v": "yes",
     "q": "Create sources AI engines can cite.",
     "u": "https://scribble.network/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Feed it your site, blog, and docs. It builds citation-ready pages interlinked, structured for AI readability, ready to go live on your domain.",
     "u": "https://scribble.network/"
    },
    "pr": {
     "v": "yes",
     "q": "We turn your biggest citation gaps into bounties. Real creators write directly for the queries your competitors are winning. We pay when AI cites them.",
     "u": "https://scribble.network/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit your site and tell you exactly what's blocking AI from citing you vs your competitors",
     "u": "https://scribble.network"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Scribble",
   "founded": 2024,
   "founded_src": "https://tracxn.com/d/companies/scribble-network/__BTrKMtrgS0fD2mmEAyNo7CKZmUZ8KWKn3J1aGAohUnI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://scribble.network/blog/scribble-ai-how-brands-can-make-themselves-ai-discoverable-in-the-new-search-era"
   },
   "slug": "scribble"
  },
  {
   "n": "SearchEye",
   "u": "https://searcheye.io/",
   "w": "AI visibility agent that finds the articles AI answers cite, pitches their publishers, places the brand via a 50,000+ publication marketplace, and tracks prompts.",
   "w_u": "https://searcheye.io/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility inside Pigeon: track prompts, see who the answers cite, and act on every signal in one click.",
     "u": "https://searcheye.io/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Pigeon (PigeonAI in the app, formerly Sofia), the AI visibility agent: finds the articles AI cites, gets brands into them, writes what publishers run and tracks the answers changing.",
     "u": "https://searcheye.io/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "Free tool: get a ready-to-host /ai page, llms.txt, and llms-full.txt for your site, delivered by email.",
     "u": "https://searcheye.io/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "it finds the right publications, prices and drafts the pitch, and queues the placement for your approval.",
     "u": "https://searcheye.io/md/about.md"
    },
    "agency": {
     "v": "yes",
     "q": "Exclusive publications + white-label reports",
     "u": "https://searcheye.io/md/pricing.md"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword research (in Prompt Tracking)",
     "u": "https://searcheye.io/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "PigeonAI agent",
   "hq": "Canada",
   "hq_src": "https://searcheye.io/md/about.md",
   "founded": 2020,
   "founded_src": "https://searcheye.io/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/chris-porteous-9594323_arrived-meet-our-new-agent-sofia-one-activity-7473353587624964096-AXhM"
   },
   "slug": "searcheye"
  },
  {
   "n": "SearchFIT",
   "u": "https://searchfit.ai/",
   "w": "AI search tracking, content generation and publishing platform sold to agencies, multi-brand teams, SaaS and ecommerce brands.",
   "w_u": "https://searchfit.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the questions buyers ask across six AI engines and see who gets named.",
     "u": "https://searchfit.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "find where competitors get cited instead",
     "u": "https://searchfit.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn content gaps into articles and put them on a schedule.",
     "u": "https://searchfit.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "JSON-LD schema markup generation",
     "u": "https://searchfit.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Premium backlink building from vetted partner sites",
     "u": "https://searchfit.ai/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your brand on every report",
     "u": "https://searchfit.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/searchfitai_seo-activity-7459767386666344448-Bvsv",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/searchfitai_seo-activity-7459767386666344448-Bvsv",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searchfit"
  },
  {
   "n": "SearchScore",
   "u": "https://searchscore.io/",
   "w": "Free AI search, SEO and conversion audit with a paid weekly AI citation tracker and consultancy, sold to businesses and agencies.",
   "w_u": "https://searchscore.io/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek are recommending you, or your competitors, every week.",
     "u": "https://searchscore.io/"
    },
    "sources": {
     "v": "partial",
     "q": "Weekly AI citation tracking",
     "u": "https://searchscore.io/"
    },
    "content": {
     "v": "yes",
     "q": "Content publishing aligned to ranking + citable patterns",
     "u": "https://searchscore.io/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler access (GPTBot, ClaudeBot, PerplexityBot)",
     "u": "https://searchscore.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Authority building: earned mentions, citations, third-party signals",
     "u": "https://searchscore.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your agency's name, logo and website on the client report.",
     "u": "https://searchscore.io/agencies/"
    }
   },
   "product": "AI Visibility Tracker; free scores",
   "hq": "United Kingdom",
   "hq_src": "https://searchscore.io/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searchscore"
  },
  {
   "n": "SeeGeo",
   "u": "https://see-geo.com/",
   "w": "Free GEO audit of how AI engines crawl and read a site, with paid prompt tracking and a done for you plan.",
   "w_u": "https://see-geo.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt tracking up to 100 prompts with trend lines",
     "u": "https://see-geo.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Content restructuring for AI extractability",
     "u": "https://see-geo.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "We test all 17 major search and AI crawlers against your robots.txt individually",
     "u": "https://see-geo.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Citation-source and mention outreach",
     "u": "https://see-geo.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies: the report exports to a PDF with your byline.",
     "u": "https://see-geo.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://see-geo.com/about",
   "founded": 2026,
   "founded_src": "https://see-geo.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seegeo"
  },
  {
   "n": "SeeMySaas",
   "u": "https://seemysaas.com/",
   "w": "AI marketing crew for SaaS companies that tracks AI recommendations, writes and publishes articles, fixes AI readability and drafts Reddit and Quora replies.",
   "w_u": "https://seemysaas.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "how often ChatGPT, Gemini, Claude and Perplexity recommend you, scored weekly against your competitors.",
     "u": "https://seemysaas.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "pages answering the real questions your buyers ask, published to your own blog after your approval.",
     "u": "https://seemysaas.com/"
    },
    "technical": {
     "v": "yes",
     "q": "a technical audit of what blocks crawlers from understanding your site, with fixes.",
     "u": "https://seemysaas.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit and Quora threads where buyers are deciding, answered in your voice for you to post from your own account.",
     "u": "https://seemysaas.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "it finds the questions you are losing",
     "u": "https://seemysaas.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "seemysaas"
  },
  {
   "n": "Sentient AEO",
   "u": "https://www.sentientaeo.com/",
   "w": "AEO software for auditing a site, tracking AI answers, measuring AI traffic and generating content, sold to brands and agencies.",
   "w_u": "https://www.sentientaeo.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracking",
     "u": "https://www.sentientaeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation and Competitor Analysis",
     "u": "https://www.sentientaeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "AEO-enabled Content Generation",
     "u": "https://www.sentientaeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical visibility checks that show what prevents AI systems from understanding and citing your site.",
     "u": "https://www.sentientaeo.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Authority-building tools for finding social conversations and publishing AI-readable content.",
     "u": "https://www.sentientaeo.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt intelligence for the high-intent questions where buyers compare vendors and decide who belongs.",
     "u": "https://www.sentientaeo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and organizations managing multiple sites, client reporting, custom governance, and rollout support.",
     "u": "https://www.sentientaeo.com/"
    }
   },
   "founded": 2026,
   "founded_src": "https://www.sentientaeo.com/team",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/engine-room-technology_huge-milestone-for-us-this-week-the-sentient-activity-7461128149930672129-_UHg"
   },
   "slug": "sentient-aeo"
  },
  {
   "n": "SEO for AI",
   "u": "https://www.seoforai.com/",
   "w": "AEO software that measures how ChatGPT, Gemini and Perplexity describe a brand and gives an action plan, sold to brands and SEO agencies.",
   "w_u": "https://www.seoforai.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Citation tracking",
     "u": "https://www.seoforai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Mappa visuale dei domini, articoli e fonti che l’AI cita parlando di te o dei competitor.",
     "u": "https://www.seoforai.com/"
    },
    "content": {
     "v": "partial",
     "q": "Aggiungi schema FAQ ai 5 articoli pillar",
     "u": "https://www.seoforai.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Aggiungi schema FAQ ai 5 articoli pillar",
     "u": "https://www.seoforai.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Trova dove devi guest-postare.",
     "u": "https://www.seoforai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Capisci con quali domande gli utenti reali arrivano al tuo settore e quali ti escludono dalle risposte.",
     "u": "https://www.seoforai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Export PDF white-label per i tuoi clienti",
     "u": "https://www.seoforai.com/"
    }
   },
   "product": "Brand Authority AI",
   "hq": "Italy",
   "hq_src": "https://www.seoforai.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seo-for-ai"
  },
  {
   "n": "Serplock",
   "u": "https://www.serplock.com/",
   "w": "Software that tracks brand visibility in LLM answers and generates content, with audits and Reddit monitoring, for marketing teams and agencies.",
   "w_u": "https://www.serplock.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and competition across prompts to ace AEO.",
     "u": "https://www.serplock.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources & Link Citations Analysis",
     "u": "https://www.serplock.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Generate high quality content from expertly trained agents enhanced with brand style guides",
     "u": "https://www.serplock.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Track LLM referral & bot traffic",
     "u": "https://www.serplock.com/"
    },
    "pr": {
     "v": "yes",
     "q": "PR and backlink experts–mentions that support SEO and LLM visibility",
     "u": "https://www.serplock.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Discover LLM-first topics to create content on",
     "u": "https://www.serplock.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients or brands on Serplock.",
     "u": "https://www.serplock.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "serplock"
  },
  {
   "n": "Siftly",
   "u": "https://siftly.ai/",
   "w": "AI search optimization tool tracking brand mentions and cited pages across AI engines, with GEO content, citation outreach and Reddit plans.",
   "w_u": "https://siftly.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Brand MonitoringEvery mention, position and sentiment, daily",
     "u": "https://siftly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Citation TrackingThe exact pages engines cite instead of you",
     "u": "https://siftly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "8 GEO-optimized blog posts / month with auto-publish",
     "u": "https://siftly.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Earn the citations you are missing. Outreach to the pages engines already cite: the sequence drafted for you, sent from your own address, on your schedule.",
     "u": "https://siftly.ai/use-cases/agencies"
    },
    "agency": {
     "v": "yes",
     "q": "Yes, track each client's metrics and present them in branded reports.",
     "u": "https://siftly.ai/use-cases/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "See AI crawlers read your site",
     "u": "https://siftly.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Every buyer question, swept daily",
     "u": "https://siftly.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/siftly-ai",
   "founded": 2021,
   "founded_src": "https://www.ycombinator.com/companies/siftly",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "siftly"
  },
  {
   "n": "Sightivo",
   "u": "https://sightivo.com/",
   "w": "SEO and AI visibility platform for startups that finds places to get mentioned, runs outreach from a built-in CRM, and tracks AI mentions.",
   "w_u": "https://sightivo.com/llms.txt",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sightivo tracks whether your brand comes up in those answers, which of your pages gets cited, and who gets named instead of you.",
     "u": "https://sightivo.com/features/ai-visibility-tracking"
    },
    "sources": {
     "v": "partial",
     "q": "surfaces the page most often cited as your source",
     "u": "https://sightivo.com/features/ai-visibility-tracking"
    },
    "pr": {
     "v": "yes",
     "q": "Turns SEO and AI-visibility data into action: a prioritized list of places to get mentioned, with author contacts and outreach built in",
     "u": "https://sightivo.com/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "One dashboard per client: mentions earned, AI visibility, ranked keywords and won outreach, over the live opportunity queue and pipeline.",
     "u": "https://sightivo.com/use-cases/agencies"
    },
    "content": {
     "v": "yes",
     "q": "Sightivo writes the pages that get you found",
     "u": "https://sightivo.com/"
    },
    "technical": {
     "v": "partial",
     "q": "llms.txt Generator | A spec-correct llms.txt, previewed live",
     "u": "https://sightivo.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://sightivo.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/sightivo_sightivo-seo-ai-search-visibility-platform-activity-7487537385912594432-8L6O"
   },
   "slug": "sightivo"
  },
  {
   "n": "Snezzi",
   "u": "https://snezzi.com/",
   "w": "AI visibility platform plus done-for-you team: tracks AI answers and citations, fixes content, builds backlinks, Reddit and digital PR.",
   "w_u": "https://snezzi.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility How often AI names you, by engine.",
     "u": "https://snezzi.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation tracking Which pages and sites AI cites.",
     "u": "https://snezzi.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content Engine Articles in your voice, published after you approve.",
     "u": "https://snezzi.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Digital PR teams Pitch the sites AI cites in your market.",
     "u": "https://snezzi.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies Run AI visibility for every client.",
     "u": "https://snezzi.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Site issues that stop AI reading you.",
     "u": "https://snezzi.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Get your products into AI answers.",
     "u": "https://snezzi.com/"
    }
   },
   "founded": 2025,
   "founded_src": "https://snezzi.com/about/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://markets.financialcontent.com/siliconinvestor/article/getnews-2025-10-27-snezzi-launches-generative-engine-optimization-platform-to-help-brands-stay-visible-in-ai-search"
   },
   "slug": "snezzi"
  },
  {
   "n": "Snoika",
   "u": "https://snoika.com/",
   "w": "AI search visibility platform and service that tracks mentions, then plans, writes and publishes pages and off-site work for brands.",
   "w_u": "https://snoika.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often your brand appears in AI-generated answers across key prompts",
     "u": "https://snoika.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Researched, human-reviewed pages that rank in Google, get cited by AI assistants",
     "u": "https://snoika.com/"
    },
    "technical": {
     "v": "partial",
     "q": "audit your site",
     "u": "https://snoika.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Earns AI citations through Reddit, LinkedIn, YouTube, reviews and backlinks",
     "u": "https://snoika.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Keywords & Prompts",
     "u": "https://snoika.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Resell AI visibility work",
     "u": "https://snoika.com/"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://snoika.com/company/about:",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "snoika"
  },
  {
   "n": "Somantra",
   "u": "https://somantra.ai/",
   "w": "AEO platform that measures brand mentions and consideration across AI answers, with source analysis and digital PR, for brands.",
   "w_u": "https://somantra.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visualize your brand's share of voice across AI platforms.",
     "u": "https://somantra.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the high-authority websites and sources that AI models cite most.",
     "u": "https://somantra.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Self-serve or managed services for building brand's presence on digital media or PR.",
     "u": "https://somantra.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "State of ChatGPT Ads (2026)",
     "u": "https://somantra.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "We analyze minimum of 15,000+ conversations for each brand",
     "u": "https://somantra.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://somantra.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://news.ycombinator.com/item?id=47203170"
   },
   "slug": "somantra"
  },
  {
   "n": "Spotlight",
   "u": "https://rocketblue.ai/",
   "w": "Automated AI visibility improvement: tracks AI answers, publishes content and YouTube videos, pitches cited sites and joins Reddit threads.",
   "w_u": "https://rocketblue.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility trackingSee how often every AI engine recommends you.",
     "u": "https://rocketblue.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source reverse engineeringLearn why AI cites the pages it cites",
     "u": "https://rocketblue.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Articles built from what AI already cites, posted straight to your blog.",
     "u": "https://rocketblue.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "We find the pages AI cites for your prompts and pitch them for you.",
     "u": "https://rocketblue.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client reports",
     "u": "https://rocketblue.ai/agencies/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Website Readability | Readability Checker | Schema Wizard",
     "u": "https://rocketblue.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volumes | Source Reverse Engineering | Fan-Out Queries",
     "u": "https://rocketblue.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "rocketblue",
   "hq": "Israel",
   "hq_src": "https://rocketblue.ai/terms-of-service/",
   "founded": 2025,
   "founded_src": "https://rocketblue.ai/about/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rocketblue"
  },
  {
   "n": "Subsig",
   "u": "https://www.subsig.com/",
   "w": "AI visibility tracker plus monthly done-with-you AEO, SEO for AI, review management and Reddit work.",
   "w_u": "https://www.subsig.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracker See how ChatGPT, Gemini and Perplexity answer the questions your buyers ask.",
     "u": "https://www.subsig.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Turn happy customers into reviews on G2, Capterra and Trustpilot, the sources AI reads",
     "u": "https://www.subsig.com/"
    },
    "content": {
     "v": "yes",
     "q": "Answer Engine Optimization Shape how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews describe your brand",
     "u": "https://www.subsig.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit Marketing Show up in the Reddit threads that buyers and AI models trust.",
     "u": "https://www.subsig.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Subsig AI Visibility Tracker",
   "hq": "United States",
   "hq_src": "https://carta.com/customer-stories/subsig/",
   "founded": 2023,
   "founded_src": "https://carta.com/customer-stories/subsig/",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/piusb_want-to-know-how-visible-your-brand-is-in-activity-7351563216830844930-B-Pt"
   },
   "slug": "subsig"
  },
  {
   "n": "Surva",
   "u": "https://www.surva.ai/",
   "w": "An AI visibility platform for small businesses and agencies that tracks AI answers and writes content, sold self serve or run by its team.",
   "w_u": "https://www.surva.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It runs them on five AI engines on a schedule and keeps the full answer, not just a score.",
     "u": "https://www.surva.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Where rivals get recommended and you do not, and the sources AI used to decide.",
     "u": "https://www.surva.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Each gap turns into a ready article draft with a comparison table, FAQ schema and sources, built to be the page AI quotes.",
     "u": "https://www.surva.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See when GPTBot, ClaudeBot and PerplexityBot read your pages, and how many visitors arrive from AI answers.",
     "u": "https://www.surva.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "The directories, review sites and articles AI trusts in your market, and which ones to get listed on.",
     "u": "https://www.surva.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "AI visibility for Shopify brands",
     "u": "https://www.surva.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Surva.ai finds the prompts your buyers actually ask, ranked by demand.",
     "u": "https://www.surva.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "send white-label reports on your own domain, and add unlimited client workspaces",
     "u": "https://www.surva.ai/"
    }
   },
   "product": "Surva.ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "surva"
  },
  {
   "n": "Temso AI",
   "u": "https://www.temso.ai/",
   "w": "AI search platform for agencies: AI visibility analytics, content, site audits, backlinks and white-label client reports.",
   "w_u": "https://www.temso.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Search Analytics Track your AI visibility in every AI engine.",
     "u": "https://www.temso.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Browse publishers and sources",
     "u": "https://www.temso.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content Marketing Create content AI engines actually cite.",
     "u": "https://www.temso.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Backlinks & Mentions Win mentions on the sites AI trusts.",
     "u": "https://www.temso.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label everything Your brand on every dashboard, report, email, and pitch.",
     "u": "https://www.temso.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Keep every page healthy, fast, and crawlable.",
     "u": "https://www.temso.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Temso",
   "hq": "United Kingdom",
   "hq_src": "https://www.linkedin.com/company/temso-ai",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/temso-ai",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "temso-ai"
  },
  {
   "n": "Tideflow AI",
   "u": "https://tideflow.ai/",
   "w": "Platform that monitors AI answers, plans and writes content and tracks AI crawlers, for software and AI companies, digital brands and agencies.",
   "w_u": "https://tideflow.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your share of voice, compare competitors, and see how your visibility changes over time.",
     "u": "https://tideflow.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources AI relies on to construct its answers.",
     "u": "https://tideflow.ai/"
    },
    "content": {
     "v": "yes",
     "q": "creates deeply researched, evidence-backed, answer-first content",
     "u": "https://tideflow.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI bots crawl your pages, and when.",
     "u": "https://tideflow.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Identify relevant roundups missing your AI product and pitch the editor a product review.",
     "u": "https://tideflow.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Observed ChatGPT query fan-out when available",
     "u": "https://tideflow.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Grow AI visibility across every client.",
     "u": "https://tideflow.ai/"
    }
   },
   "read": "2026-11-02",
   "slug": "tideflow-ai"
  },
  {
   "n": "Trakkr",
   "u": "https://trakkr.ai/",
   "w": "AI visibility platform tracking visibility, citations, competitors and perception across eight AI models, shipping fixes and measuring AI revenue.",
   "w_u": "https://trakkr.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Trakkr shows where you rank in ChatGPT and seven other AI models",
     "u": "https://trakkr.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The sources AI trusts",
     "u": "https://trakkr.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Ship the change to your site",
     "u": "https://trakkr.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Earn the sources AI reads ... Not mentioned here. Pitch this page.",
     "u": "https://trakkr.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Every client, one white-label view",
     "u": "https://trakkr.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlers: 6,665 crawls this week; AI Site Grader; llms.txt Generator",
     "u": "https://trakkr.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Query Scanner",
     "u": "https://trakkr.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT shopping [price]/brand",
     "u": "https://trakkr.ai/pricing"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://trakkr.ai/about",
   "founded": 2025,
   "founded_src": "https://trakkr.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/mack-grenfell_ive-been-building-something-new-everyone-activity-7331342349442109440-IQay"
   },
   "slug": "trakkr"
  },
  {
   "n": "Traqer",
   "u": "https://www.traqer.ai/",
   "w": "AI visibility tracking for agencies across ChatGPT, Copilot, Gemini, AI Overviews, Claude and Perplexity, with unlimited brands and white-label reports.",
   "w_u": "https://www.traqer.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your clients' AI brand visibility across ChatGPT, Microsoft Copilot, Gemini, Google AI Overview, Claude, and Perplexity.",
     "u": "https://www.traqer.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "For each topic, Traqer shows which brands are appearing most, which URLs the models keep citing",
     "u": "https://www.traqer.ai/"
    },
    "content": {
     "v": "partial",
     "q": "a set of content ideas drawn from live citation data.",
     "u": "https://www.traqer.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "You can see where a client has gaps against competitors and which publications are worth targeting for outreach.",
     "u": "https://www.traqer.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "On Plus, Pro, and Enterprise, reports go out under your agency's name, not Traqer's.",
     "u": "https://www.traqer.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.traqer.ai/terms-of-use",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "traqer"
  },
  {
   "n": "Truffle",
   "u": "https://runtruffle.com/",
   "w": "AI visibility tracker for ChatGPT, Gemini, Claude, Perplexity and Google AI, with citation tracking, fix recommendations and a source outreach tool.",
   "w_u": "https://runtruffle.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Truffle checks daily whether and how your brand appears in that answer across ChatGPT, Gemini, Claude, Perplexity and Google AI",
     "u": "https://runtruffle.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Tracking",
     "u": "https://runtruffle.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every plan ships with strategy recommendations, what to fix, in what order, with which prompt.",
     "u": "https://runtruffle.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Source outreach tool",
     "u": "https://runtruffle.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Pro / Agency [price] / month",
     "u": "https://runtruffle.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.presseprisma.de/2026/08/sichtbar-in-chatgpt-gemini-co-truffle-startet-als-handlungsorientiertes-geo-tool-in-deutschland/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://runtruffle.com/changelog"
   },
   "slug": "truffle"
  },
  {
   "n": "TwoStepsAhead",
   "u": "https://plurank.com/",
   "w": "AI search analytics for marketing teams and agencies that tracks brand visibility, position, sentiment and citations on global engines and Naver AI Briefing.",
   "w_u": "https://plurank.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "등록된 질문은 플랫폼별로 매일 1회 실행되며",
     "u": "https://plurank.com/"
    },
    "sources": {
     "v": "yes",
     "q": "답변의 근거가 된 URL과 도메인을 모아, 어떤 매체가 우리 노출을 만드는지 찾아냅니다.",
     "u": "https://plurank.com/"
    },
    "content": {
     "v": "yes",
     "q": "그 패턴대로 콘텐츠를 만들어 자사 블로그와 네이버 블로그에 발행한 뒤",
     "u": "https://plurank.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "사이트 GEO 점검 월 1회 (구조화 데이터 · llms.txt · hreflang)",
     "u": "https://plurank.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "커뮤니티 콘텐츠 20건 · 건당 8만원 · 카페 · Reddit · Quora",
     "u": "https://plurank.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "고객이 실제로 물을 법한 질문을 국가·언어별로 구성합니다.",
     "u": "https://plurank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "대행사·컨설팅사가 클라이언트별 워크스페이스를 만들고 화이트라벨 리포트로 제공할 수 있습니다.",
     "u": "https://plurank.com/pricing"
    }
   },
   "product": "Plurank",
   "hq": "South Korea",
   "hq_src": "https://plurank.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.donga.com/news/Economy/article/all/20260528/134007172/1"
   },
   "slug": "twostepsahead"
  },
  {
   "n": "Viali",
   "u": "https://viali.ai/",
   "w": "A platform that tracks how AI engines describe a brand, explains why competitors get named, and checks whether fixes worked, sold to brands and agencies.",
   "w_u": "https://viali.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every prompt runs on every engine on a schedule.",
     "u": "https://viali.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Viali shows the sources the engine trusted and the page that won.",
     "u": "https://viali.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts built from what AI actually cites",
     "u": "https://viali.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler controls, schema, llms.txt.",
     "u": "https://viali.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "The Reddit and Quora threads AI cites",
     "u": "https://viali.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Viali finds the questions buyers ask about your category",
     "u": "https://viali.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-brand workspaces, white-label reports",
     "u": "https://viali.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://viali.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "viali"
  },
  {
   "n": "Visaible",
   "u": "https://visaible.ai/",
   "w": "A platform for hotels that monitors how AI models describe a property, ranks changes by expected bookings, and has agents ship approved changes.",
   "w_u": "https://visaible.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often AI recommends your hotel, and to which types of travellers.",
     "u": "https://visaible.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "across traveller personas, citations, sentiment and accuracy",
     "u": "https://visaible.ai/"
    },
    "content": {
     "v": "yes",
     "q": "The agents ship the work directly into the hotel's pages, schema, FAQs and third-party citations.",
     "u": "https://visaible.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Add rooftop-pool FAQ schema",
     "u": "https://visaible.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Truth | Corrects | PR | Pitches | Citations | Places",
     "u": "https://visaible.ai/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Turn AI answers into hotel bookings",
     "u": "https://visaible.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www.startupdaily.net/?p=139285",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025",
    "src": "https://www.startupdaily.net/?p=139285"
   },
   "slug": "visaible"
  },
  {
   "n": "Visby",
   "u": "https://visby.ai/",
   "w": "Tracks how ChatGPT, Claude, Gemini and AI Overviews describe a brand, shows cited sources and gaps, and turns them into GEO tasks.",
   "w_u": "https://visby.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every mention across ChatGPT, Claude, Gemini and Google AI Overviews, with visibility scores, citations and trends over time.",
     "u": "https://visby.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources AI engines cite for your prompts but not for you",
     "u": "https://visby.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Receive prioritized, personalized tasks - content, technical fixes and reviews - ranked by expected impact.",
     "u": "https://visby.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "act on every content gap or outreach opportunity with a ready-to-send pitch.",
     "u": "https://visby.ai/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Fix blocked GPTBot in robots.txt",
     "u": "https://visby.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Visby tracks the prompts that actually trigger recommendations.",
     "u": "https://visby.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Shopping module has been released as beta, enabling e-commerce tracking features.",
     "u": "https://visby.ai/changelog"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://visby.ai/changelog"
   },
   "slug": "visby"
  },
  {
   "n": "VisibilityStack",
   "u": "https://www.visibilitystack.ai/",
   "w": "GEO platform plus done-for-you service: AI agents and human experts get brands cited in ChatGPT, Perplexity, Claude and Google AI Overviews.",
   "w_u": "https://www.visibilitystack.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompts Tracked daily 250 prompts/model",
     "u": "https://www.visibilitystack.ai/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "Correct Off-Site Sources",
     "u": "https://www.visibilitystack.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Engineer the Pages AI Quotes",
     "u": "https://www.visibilitystack.ai/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Listicles & Roundup Placements ... Community Presence Building ... Wikipedia Placements",
     "u": "https://www.visibilitystack.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Crawl Assurance Engine: Ensure AI and search engines crawl your site",
     "u": "https://www.visibilitystack.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Real Buyer Question Identification",
     "u": "https://www.visibilitystack.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "VisibilityStack Agentic Platform",
   "hq": "United States",
   "hq_src": "https://www.visibilitystack.ai/terms-of-service",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/visibilitystack",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "visibilitystack"
  },
  {
   "n": "Visiblee",
   "u": "https://www.visiblee.ai/",
   "w": "Sells AI visibility tracking across seven engines with citation and sentiment views, GEO content drafts, Reddit-thread opportunities and an MCP/API/CLI for agents.",
   "w_u": "https://www.visiblee.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how LLMs mention your brand, and grow your site's traffic.",
     "u": "https://www.visiblee.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace recommendations back to the pages and communities teaching AI what to trust.",
     "u": "https://www.visiblee.ai/"
    },
    "content": {
     "v": "yes",
     "q": "draft GEO content aimed at the exact prompts you need to win",
     "u": "https://www.visiblee.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Allow AI crawlers to access key pages.",
     "u": "https://www.visiblee.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Find the live Reddit threads worth replying to",
     "u": "https://www.visiblee.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Visiblee generates the buyer prompts",
     "u": "https://www.visiblee.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Move from dashboard to spreadsheet, client report, or AI workflow",
     "u": "https://www.visiblee.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "visiblee"
  },
  {
   "n": "Vismore",
   "u": "https://www.vismore.ai/",
   "w": "AI visibility tool that finds target prompts, generates actions and content, and publishes to Reddit, Medium, LinkedIn and other high-authority channels.",
   "w_u": "https://www.vismore.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "where AI mentions you today, where competitors show up instead, and how that gap changes over time.",
     "u": "https://www.vismore.ai/"
    },
    "content": {
     "v": "yes",
     "q": "One-click publishing to high-authority channels like Reddit, Medium, LinkedIn and more-directly from our platform.",
     "u": "https://www.vismore.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "One-click publishing to high-authority channels like Reddit, Medium, LinkedIn and more-directly from our platform.",
     "u": "https://www.vismore.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "White-label options",
     "u": "https://www.vismore.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See what people ask AI most, what's easiest to win first, and what we recommend you target",
     "u": "https://www.vismore.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/vismoreai_aeo-activity-7421131929925758978-Sxqo",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "vismore"
  },
  {
   "n": "Visto",
   "u": "https://www.getvisto.com/",
   "w": "An agent platform that plans, executes and reports on SEO and GEO work with human approval, sold to in-house teams and agencies.",
   "w_u": "https://www.getvisto.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how you show up in ChatGPT, Perplexity, and AI Overviews.",
     "u": "https://www.getvisto.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Diagnose why each underperforming page isn't getting cited, before you fix anything.",
     "u": "https://www.getvisto.com/methodology"
    },
    "content": {
     "v": "yes",
     "q": "Build missing content formats: comparison pages, case studies, AI optimized guides",
     "u": "https://www.getvisto.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Fix technical foundation: canonical tags, structured data, redirect cleanup",
     "u": "https://www.getvisto.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Expand authority through directory listings and targeted outreach",
     "u": "https://www.getvisto.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The prompt-level data and sentiment scores",
     "u": "https://www.getvisto.com/"
    },
    "agency": {
     "v": "yes",
     "q": "automate 90% of SEO and GEO at a fraction of the cost",
     "u": "https://www.getvisto.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/tom-ky-lee_how-generative-engine-optimization-geo-activity-7337232187823443969-rlw3",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "visto"
  },
  {
   "n": "Vizible AI",
   "u": "https://vizibleai.com/en",
   "w": "A platform that tracks brand visibility, position and cited sources across AI models and suggests actions, sold to brands and agencies.",
   "w_u": "https://vizibleai.com/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track and Grow your AI Visibility on ChatGPT, Gemini, Perplexity, Copilot, AI Overviews and AI Mode",
     "u": "https://vizibleai.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "Discover the top URLs AI models trust in your category.",
     "u": "https://vizibleai.com/en"
    },
    "content": {
     "v": "yes",
     "q": "Get a comparison article drafted to earn a citation on that exact prompt.",
     "u": "https://vizibleai.com/en"
    },
    "technical": {
     "v": "yes",
     "q": "A full audit of your site, to see what AI crawlers can reach, read and understand.",
     "u": "https://vizibleai.com/en"
    },
    "pr": {
     "v": "yes",
     "q": "See which pages to target and the angle to pitch.",
     "u": "https://vizibleai.com/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "One agency space for all your clients",
     "u": "https://vizibleai.com/en/agencies"
    }
   },
   "hq": "France",
   "hq_src": "https://vizibleai.com/en/legal",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "vizible-ai"
  },
  {
   "n": "welaunch.sh",
   "u": "https://www.welaunch.sh/",
   "w": "AI visibility scanner and agents for founders that check AI answers, list cited pages and draft replies, listings and pitches for those pages.",
   "w_u": "https://www.welaunch.sh/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where you show up on ChatGPT, Google, Reddit and X, who gets recommended instead",
     "u": "https://www.welaunch.sh/"
    },
    "sources": {
     "v": "yes",
     "q": "We list those pages for your category and mark the ones you are missing from.",
     "u": "https://www.welaunch.sh/"
    },
    "content": {
     "v": "yes",
     "q": "the agent writes yours: an honest you-versus-them page and answer-first pages for the questions you lose.",
     "u": "https://www.welaunch.sh/"
    },
    "technical": {
     "v": "yes",
     "q": "the robots rules for each AI crawler, firewalls, content without JavaScript, indexing, sitemap, speed, structured data and llms.txt",
     "u": "https://www.welaunch.sh/"
    },
    "pr": {
     "v": "yes",
     "q": "The agent finds the ones you are missing from and writes a short, specific pitch to the author.",
     "u": "https://www.welaunch.sh/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.welaunch.sh/products/welaunch-sh"
   },
   "slug": "welaunch-sh"
  },
  {
   "n": "Wellows",
   "u": "https://wellows.com/",
   "w": "AI visibility platform built around a citation score: tracks where AI cites you, drafts content and runs outreach to cited pages.",
   "w_u": "https://wellows.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracked daily across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode.",
     "u": "https://wellows.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations are different: a real source the AI pulled from to build its answer.",
     "u": "https://wellows.com/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts the page in-platform against your own Google Search Console data, written to earn a citation rather than to exist.",
     "u": "https://wellows.com/pricing/"
    },
    "pr": {
     "v": "yes",
     "q": "Outreach to the pages AI engines trust",
     "u": "https://wellows.com/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label dashboards per client and country",
     "u": "https://wellows.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Citation Readiness: Whether AI can read and quote a page",
     "u": "https://wellows.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://wellows.com/terms-of-service/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "wellows"
  },
  {
   "n": "Wordflow",
   "u": "https://wordflow.ai",
   "w": "AI SEO platform for APAC brands that tracks visibility across Western and Chinese AI engines, by market, and turns gaps into tasks.",
   "w_u": "https://wordflow.ai",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your AI search visibility across up to 11 major AI engines",
     "u": "https://wordflow.ai"
    },
    "sources": {
     "v": "yes",
     "q": "which external sites send citations to competitors instead",
     "u": "https://wordflow.ai"
    },
    "content": {
     "v": "yes",
     "q": "write new ones in minutes with GEO Writer",
     "u": "https://wordflow.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Test whether AI crawlers can reach and read your site",
     "u": "https://wordflow.ai"
    },
    "pr": {
     "v": "yes",
     "q": "Find the Reddit threads and forums AI engines draw on",
     "u": "https://wordflow.ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the questions customers ask AI where your brand is missing",
     "u": "https://wordflow.ai"
    },
    "agency": {
     "v": "yes",
     "q": "Built for agencies running AI SEO for multiple brands.",
     "u": "https://wordflow.ai"
    }
   },
   "hq": "Australia",
   "hq_src": "https://wordflow.ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/wordflow-ai_wordflow-is-now-live-activity-7368511185333202945-fvRg"
   },
   "slug": "wordflow"
  },
  {
   "n": "XLR8 AI",
   "u": "https://tryxlr8.ai/",
   "w": "Sells GEO software with strategists and hands-on execution to improve how enterprises and agencies appear in ChatGPT, Google and other AI search engines.",
   "w_u": "https://tryxlr8.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time analytics, citation tracking, RAG alignment scores, Reddit agent, Twitter intelligence - all in one place.",
     "u": "https://tryxlr8.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We map exactly how AI models see your brand today - citations, sentiment, competitive gaps.",
     "u": "https://tryxlr8.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Create fresh, AI-optimized content from scratch.",
     "u": "https://tryxlr8.ai/actions"
    },
    "technical": {
     "v": "yes",
     "q": "Generate an llms.txt file for your site.",
     "u": "https://tryxlr8.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "We execute across SEO, GEO, LinkedIn, Reddit, Medium, third-party citations, on-page and more or guide your team to.",
     "u": "https://tryxlr8.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "FAQs on AI shopping recommendations for e-commerce and DTC brands.",
     "u": "https://tryxlr8.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The Agencies plan is billed quarterly and includes a 7-day free trial.",
     "u": "https://tryxlr8.ai/llms.txt"
    }
   },
   "hq": "United States",
   "hq_src": "https://tryxlr8.ai/legal-page/terms-of-service",
   "read": "2026-11-02",
   "slug": "xlr8-ai"
  },
  {
   "n": "Xofu",
   "u": "https://xofu.com/",
   "w": "Tracks whether ChatGPT, Google AIO, AI Mode and Gemini recommend your brand on buyer prompts, with citation gap analysis.",
   "w_u": "https://xofu.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor the specific prompts buyers use to shortlist your product or service",
     "u": "https://xofu.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources get cited when competitors show up and you don't.",
     "u": "https://xofu.com/"
    },
    "content": {
     "v": "partial",
     "q": "Build a prioritized roadmap of on-page changes tied to specific prompts",
     "u": "https://xofu.com/"
    },
    "pr": {
     "v": "yes",
     "q": "use that data to prioritize pages to improve and publishers to target ... Ship an off-page plan focused on earning the sources AI pulls from",
     "u": "https://xofu.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency (Weekly) Best for: Agencies managing AI visibility for multiple clients",
     "u": "https://xofu.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generates five relevant market topics and 25 buying questions for each report.",
     "u": "https://xofu.com/changelog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://xofu.com/terms",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/xofu",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "xofu"
  },
  {
   "n": "xSeek",
   "u": "https://www.xseek.io/en",
   "w": "AI agent that finds why AI engines recommend competitors, proposes actions, drafts content, and tracks the change.",
   "w_u": "https://www.xseek.io/en",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each action names the question it fixes and why: how often AI names you there, your rank, and which engines answered.",
     "u": "https://www.xseek.io/en"
    },
    "sources": {
     "v": "yes",
     "q": "The 2 brands named most both appear on comparison pages the engines cite.",
     "u": "https://www.xseek.io/en"
    },
    "content": {
     "v": "yes",
     "q": "We write it in Content Studio in your brand voice. You review it before it goes live.",
     "u": "https://www.xseek.io/en"
    },
    "pr": {
     "v": "yes",
     "q": "Get listed on g2.com ... Reply on Reddit",
     "u": "https://www.xseek.io/en"
    },
    "agency": {
     "v": "yes",
     "q": "We are an agency. How does it work for our clients? Each client gets its own workspace, and your whole team gets a seat.",
     "u": "https://www.xseek.io/en/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.xseek.io/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://news.ycombinator.com/item?id=44008097"
   },
   "slug": "xseek"
  },
  {
   "n": "Xtrusio",
   "u": "https://xtrusio.com/",
   "w": "AI visibility scans and a managed service for B2B brands, covering content, third-party placements and exact-URL citation checks.",
   "w_u": "https://xtrusio.com/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Where you stand on approved buyer questions across supported AI engines.",
     "u": "https://xtrusio.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find domains cited in your scans and plan relevant placements.",
     "u": "https://xtrusio.com/"
    },
    "content": {
     "v": "yes",
     "q": "Draft and review content for the questions where your brand is absent.",
     "u": "https://xtrusio.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Our team arranges relevant third-party placements and records the published URLs.",
     "u": "https://xtrusio.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "50+ buyer questions where your brand should show up.",
     "u": "https://xtrusio.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Xtrusio Perception Engine",
   "hq": "India",
   "hq_src": "https://xtrusio.com/",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/xtrusio",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "xtrusio"
  },
  {
   "n": "Ziply AI",
   "u": "https://www.ziply.ai/",
   "w": "Platform for B2B marketing teams that measures AI answers, audits sites for AI readiness, helps write content and runs publisher outreach.",
   "w_u": "https://www.ziply.ai/",
   "cat": "ai-native",
   "sub": "outreach",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ziply shows where your brand appears in those answers",
     "u": "https://www.ziply.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Earn: Outreach to the publishers AI engines cite",
     "u": "https://www.ziply.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Write pages, blog posts, eBooks and social content in your brand's voice",
     "u": "https://www.ziply.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers visit your site, what they receive, and which important pages they never reach",
     "u": "https://www.ziply.ai/llms.txt"
    },
    "pr": {
     "v": "yes",
     "q": "Reach the publishers AI engines cite and put your team's voices behind your content",
     "u": "https://www.ziply.ai/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the questions buyers raise in sales calls, CRM notes and reviews",
     "u": "https://www.ziply.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Audit every client site for AI-readiness from one account",
     "u": "https://www.ziply.ai/llms.txt"
    }
   },
   "product": "Ziply",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/zply",
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/zply",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ziply-ai"
  },
  {
   "n": "AEO Checker (aeochecker.ai)",
   "u": "https://www.aeochecker.ai/",
   "w": "A self serve platform with one time reports and daily tracking of AI answers, sources and crawlers, for marketers, agencies and SEO consultants.",
   "w_u": "https://www.aeochecker.ai/llms.txt",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "brand mentions, competitor mentions, cited sources, answer accuracy, and tasks your team can work through",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "See the sources AI answers use when they recommend your market",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Prioritize content, schema, source, and authority improvements",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "forward verified AI crawler events into one AI Traffic view",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "turns gaps into briefs your content and PR teams can action",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "commerce": {
     "v": "partial",
     "q": "Find out whether AI recommends your products or sends the shopper to a competitor",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "prompts": {
     "v": "yes",
     "q": "Build a prompt set from real buyer questions, not keyword variations",
     "u": "https://www.aeochecker.ai/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Win pitches and prove retainer value with AI visibility audits clients can read",
     "u": "https://www.aeochecker.ai/llms.txt"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeo-checker-aeochecker"
  },
  {
   "n": "AI Rankly",
   "u": "https://www.airankly.io/",
   "w": "An AI search visibility platform for marketing teams, agencies and founders that tracks rankings, citations and mentions across AI engines and drafts fixes.",
   "w_u": "https://www.airankly.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand rankings, citations and mentions across ChatGPT, Claude, Gemini, Perplexity, Grok, Google AI Overviews and AI Mode, in one place.",
     "u": "https://www.airankly.io/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sites and pages models cite when they answer for your category.",
     "u": "https://www.airankly.io/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts articles built for how models quote and cite",
     "u": "https://www.airankly.io/"
    },
    "technical": {
     "v": "partial",
     "q": "a supervised agent that drafts the content and schema fixes it recommends",
     "u": "https://www.airankly.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Citations tracking changed how we do PR. We know which publications the models actually trust in our space.",
     "u": "https://www.airankly.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Deeper prompt discovery with demand estimates is included from Professional.",
     "u": "https://www.airankly.io/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting is on every plan",
     "u": "https://www.airankly.io/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.airankly.io/about",
   "founded": 2025,
   "founded_src": "https://www.airankly.io/about",
   "read": "2026-11-02",
   "slug": "ai-rankly"
  },
  {
   "n": "AirOps",
   "u": "https://www.airops.com/",
   "w": "AirOps sells AI search visibility tracking and content agents to brands that want to appear in AI answers. Its dashboards track share of voice, citations, sentiment and referral traffic from AI assistants. A services team also works on placements in the third-party pages that influence a category.",
   "w_u": "https://www.airops.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your AI Search performance by provider (ChatGPT, Claude, Perplexity, Google AI Mode, AI Overviews), region, persona, funnel stage",
     "u": "https://www.airops.com/blog/content-engineering-platform-ai-search"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the third-party publishers that influence AI answers in your category.",
     "u": "https://www.airops.com/blog/introducing-offsite"
    },
    "content": {
     "v": "yes",
     "q": "The AirOps platform combines agents, data, brand governance, and expertise to execute your AI search strategy.",
     "u": "https://www.airops.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Offsite Campaigns",
     "u": "https://www.airops.com/platform"
    },
    "agency": {
     "v": "partial",
     "q": "For Scale and Agency plan users, this is included in your plan.",
     "u": "https://www.airops.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "search performance, traffic, engagement, crawler activity, and LLM referrals",
     "u": "https://www.airops.com/platform"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Discovery builds and maintains a comprehensive map of what people are asking AI about your brand, your category, and your competitors.",
     "u": "https://www.airops.com/blog/announcing-prompt-discovery"
    },
    "commerce": {
     "v": "partial",
     "q": "AI Ads Insights",
     "u": "https://www.airops.com/pricing"
    }
   },
   "product": "Insights (AI search visibility); Page360; Offsite; AI Ads",
   "hq": "United States",
   "hq_src": "https://www.businesswire.com/news/home/20251110823725/en/AirOps-Raises-%2440M-to-Redefine-How-Brands-Compete-in-the-Era-of-AI-Search",
   "founded": 2021,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://www.linkedin.com/posts/alexhalliday_wins-activity-7312492207859499010-Fhas"
   },
   "slug": "airops"
  },
  {
   "n": "AreYouMention",
   "u": "https://www.areyoumention.com/en/",
   "w": "Free tool that tracks brand mentions in ChatGPT, Perplexity and Gemini and measures LLM traffic through Google Analytics.",
   "w_u": "https://www.areyoumention.com/en/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyze your brand mentions in AI LLM responses (ChatGPT, Perplexity, Google Gemini) in real time.",
     "u": "https://www.areyoumention.com/en/"
    },
    "sources": {
     "v": "partial",
     "q": "Competitor domain analysis",
     "u": "https://www.areyoumention.com/en/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Precisely measure web traffic from AI LLMs (ChatGPT, Perplexity, Google Gemini) via Google Analytics GA4.",
     "u": "https://www.areyoumention.com/en/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Fan-Out tracking",
     "u": "https://www.areyoumention.com/en/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.areyoumention.com/en/terms",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://fr.linkedin.com/posts/jean-fran%C3%A7ois-longy_outils-de-suivi-de-la-pr%C3%A9sence-de-votre-marque-activity-7354193859884519425-5qZc"
   },
   "slug": "areyoumention"
  },
  {
   "n": "Atlas for AI",
   "u": "https://atlasforai.com/",
   "w": "Platform tracking how AI engines describe a brand, with citation data, content briefs and site scans, for brands and agencies.",
   "w_u": "https://atlasforai.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A single 0–100 score that quantifies how consistently AI platforms mention your brand",
     "u": "https://atlasforai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See every URL an AI cites when it mentions your brand.",
     "u": "https://atlasforai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Atlas turns every visibility gap into a ready-to-write brief",
     "u": "https://atlasforai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Analyzes your website for AI-readiness: llms.txt, structured data, schema markup, Markdown endpoints, and crawlability",
     "u": "https://atlasforai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Atlas surfaces new prompts your customers are actually asking AI",
     "u": "https://atlasforai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label Dashboard",
     "u": "https://atlasforai.com/"
    }
   },
   "product": "Atlas",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/atlasforai",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/atlasforai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "atlas-for-ai"
  },
  {
   "n": "Atomic AGI",
   "u": "https://www.atomicagi.com/",
   "w": "SEO analytics and AI agents platform with AI search tracking, citation tracking, audits, backlink outreach and agency reporting.",
   "w_u": "https://www.atomicagi.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how LLMs answer about you",
     "u": "https://www.atomicagi.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations tracking",
     "u": "https://www.atomicagi.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "LLM audit",
     "u": "https://www.atomicagi.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink opportunity discovery",
     "u": "https://www.atomicagi.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-label link reporting",
     "u": "https://www.atomicagi.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "See how ChatGPT, Claude, Perplexity, and other AI crawlers access your website.",
     "u": "https://www.atomicagi.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Understand the prompts people search for in Google AI Mode & AI Overviews.",
     "u": "https://www.atomicagi.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Atomic",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.linkedin.com/posts/matdegaulle_update-a-%F0%9D%97%BB%F0%9D%97%B2%F0%9D%98%84-%F0%9D%98%83%F0%9D%97%B2%F0%9D%97%BF%F0%9D%98%80%F0%9D%97%B6%F0%9D%97%BC%F0%9D%97%BB-of-atomic-activity-7339280564786495489-Zz8Z"
   },
   "slug": "atomic-agi"
  },
  {
   "n": "BabyPenguin.AI",
   "u": "https://babypenguin.ai/",
   "w": "Dashboard that tracks prompts, brand mentions and citations across AI engines and audits GEO factors, sold to marketing teams, enterprises and agencies.",
   "w_u": "https://babypenguin.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every prompt, mention, and citation across ChatGPT, Gemini, and Perplexity",
     "u": "https://babypenguin.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which domains, pages, and content types AI is pulling from when it builds answers about your market.",
     "u": "https://babypenguin.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Our audit analyzes content structure, entity markup, domain authority, freshness, and 20+ more signals",
     "u": "https://babypenguin.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Audit with 25+ ranking factors analyzed",
     "u": "https://babypenguin.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We surface thousands per week, ranked by volume, relevance, and whether your brand appears in the answer.",
     "u": "https://babypenguin.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Use pitch workspaces to win new business and showcase your expertise",
     "u": "https://babypenguin.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "babypenguin-ai"
  },
  {
   "n": "BeNoticed.AI",
   "u": "https://benoticed.ai/",
   "w": "Tracks brand visibility in Google AI Overviews, ChatGPT, Gemini, Claude and Perplexity, maps cited sources, and writes content to win citations; also a done-for-you agency.",
   "w_u": "https://benoticed.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where Google AI Overview, ChatGPT, Gemini, Claude and Perplexity recommend you, mention you, or leave you out. Every day.",
     "u": "https://benoticed.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Brand missing · 564 source domains mapped",
     "u": "https://benoticed.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Fix: The content that closes the gap. We write it.",
     "u": "https://benoticed.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The exact searches AI runs per prompt",
     "u": "https://benoticed.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://benoticed.ai/legal/contact",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "benoticed-ai"
  },
  {
   "n": "BeVisible",
   "u": "https://bevisible.app/",
   "w": "AI visibility software tracking brand mentions, citations and AI crawlers across five AI platforms, and generating articles from gaps, for marketing teams.",
   "w_u": "https://bevisible.app",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where your brand appears in AI answers, why competitors get recommended, and what to improve next.",
     "u": "https://bevisible.app"
    },
    "sources": {
     "v": "yes",
     "q": "Find the pages, publishers, forums, and competitor URLs AI answers use as proof.",
     "u": "https://bevisible.app"
    },
    "content": {
     "v": "yes",
     "q": "Turn missed mentions and weak citations into articles, comparisons, and briefs ready to publish.",
     "u": "https://bevisible.app"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI bots request your pages, which URLs they miss, and where crawler demand is growing.",
     "u": "https://bevisible.app"
    },
    "pr": {
     "v": "partial",
     "q": "BeVisible turns AI visibility gaps into briefs, comparison pages, citation targets, and publishing tasks.",
     "u": "https://bevisible.app"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt volume",
     "u": "https://bevisible.app/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "For teams that need higher volume, multiple projects, agency workflows, or rollout support.",
     "u": "https://bevisible.app/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://bevisible.app/terms",
   "read": "2026-11-02",
   "slug": "bevisible"
  },
  {
   "n": "BIKMA",
   "u": "https://www.bikma.ai/",
   "w": "Platform that measures brand share of voice, sentiment, cited sources and factual accuracy in AI models, sold to brands and agencies.",
   "w_u": "https://www.bikma.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily runs across ChatGPT, Google AI Overview, Perplexity and the other selected models.",
     "u": "https://www.bikma.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "classified by type and domain authority",
     "u": "https://www.bikma.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Publish a comparison page on the 12 commercial prompts we found.",
     "u": "https://www.bikma.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Request an update on 2 high-authority domains.",
     "u": "https://www.bikma.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Explicit and latent demand, segmented into branded and non-branded clusters, weighted with the Prompt Probability Index.",
     "u": "https://www.bikma.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Export ready to pass on to the client or the agency.",
     "u": "https://www.bikma.ai/"
    }
   },
   "hq": "Italy",
   "hq_src": "https://www.bikma.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://it.linkedin.com/posts/stefanostruia_bikma-activity-7488269765766217728-okhp"
   },
   "slug": "bikma"
  },
  {
   "n": "Botric",
   "u": "https://www.botric.ai/",
   "w": "Platform that tracks brands across AI engines, writes content for missed prompts and answers site visitors with an AI chat agent, sold to brands.",
   "w_u": "https://www.botric.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your share of voice across up to five AI engines",
     "u": "https://www.botric.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find which sources AI actually cites, and how much of that ground you own today.",
     "u": "https://www.botric.ai/"
    },
    "content": {
     "v": "yes",
     "q": "The Content Agent writes grounded, fact-checked blogs, comparison pages, and FAQs for the prompts where competitors win.",
     "u": "https://www.botric.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Check that AI crawlers can reach every page, then fix what matters most.",
     "u": "https://www.botric.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research",
     "u": "https://www.botric.ai/pricing"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Botric AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.botric.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "botric"
  },
  {
   "n": "BrandCited",
   "u": "https://www.brandcited.ai/",
   "w": "Platform that tracks brand mentions and citations across six AI engines and audits sites with ranked fixes, sold to small businesses, SaaS and agencies.",
   "w_u": "https://www.brandcited.ai/llms.txt",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See what ChatGPT, Gemini, Perplexity and 3 more engines say about your business, question by question.",
     "u": "https://www.brandcited.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The websites AI trusts and quotes",
     "u": "https://www.brandcited.ai/"
    },
    "content": {
     "v": "partial",
     "q": "How quotable one of your pages is",
     "u": "https://www.brandcited.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Can GPTBot and friends read your site",
     "u": "https://www.brandcited.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt research and tracking",
     "u": "https://www.brandcited.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies tracking client brands.",
     "u": "https://www.brandcited.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandcited"
  },
  {
   "n": "BrandVisibility.ai",
   "u": "https://brandvisibility.ai/",
   "w": "AI rank tracking software that tracks brand visibility across AI platforms like ChatGPT and Gemini.",
   "w_u": "https://brandvisibility.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand visibility across AI platforms like ChatGPT & Gemini.",
     "u": "https://brandvisibility.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track every URL that ChatGPT, Gemini, and Claude cite when answering your tracked queries.",
     "u": "https://brandvisibility.ai/features/ai-citation-tracker"
    },
    "content": {
     "v": "yes",
     "q": "turn any gap into a complete, publication-ready article in one click, or a structured brief for your own writers.",
     "u": "https://brandvisibility.ai/features/geo-content-recommendations"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover which queries drive the most volume in ChatGPT, Gemini, and Claude",
     "u": "https://brandvisibility.ai/features/ai-keyword-research-tool"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/brandvisibilityai",
   "tier": 4,
   "read": "2026-10-22",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/lindatwhite_i-am-excited-to-share-our-new-ai-platform-activity-7462528728087150"
   },
   "slug": "brandvisibility-ai"
  },
  {
   "n": "ByDefault",
   "u": "https://www.bydefault.so/",
   "w": "Software that tracks which prompts in ChatGPT, Claude and Google AI Overviews mention a product, and drafts articles to publish, sold to companies.",
   "w_u": "https://www.bydefault.so/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often you're mentioned, where you rank, and which of your pages get cited, one prompt at a time.",
     "u": "https://www.bydefault.so/"
    },
    "sources": {
     "v": "yes",
     "q": "See if you're the recommendation, which sources get cited, and the content you need to win.",
     "u": "https://www.bydefault.so/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Find the prompts where competitors win, write the article that answers them, and publish it straight to your site.",
     "u": "https://www.bydefault.so/"
    },
    "technical": {
     "v": "yes",
     "q": "Track every ChatGPT, Claude, and Perplexity visit to your site, and which pages they cite most.",
     "u": "https://www.bydefault.so/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See what AI says about you, the brands it recommends and why, and the searches it ran to decide.",
     "u": "https://www.bydefault.so/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.bydefault.so/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "bydefault"
  },
  {
   "n": "Ceyo AI",
   "u": "https://ceyo.ai/",
   "w": "AI visibility platform that monitors brand mentions and citations across LLMs and ships fixes, sold to agencies, platform partners and multi-location brands.",
   "w_u": "https://ceyo.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand's presence across every query that matters: branded, category, and comparison prompts.",
     "u": "https://ceyo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which sources AI models trust when citing your brand, and how to increase your share.",
     "u": "https://ceyo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Technical and content agents that ship fixes autonomously, while you stay in control.",
     "u": "https://ceyo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Measure how AI agents and crawlers interact with your site: traffic, request patterns, and content discovery.",
     "u": "https://ceyo.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Turn source gaps into PR, content, directory, and authority-building tasks.",
     "u": "https://ceyo.ai/features/ai-visibility"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Understand how one user question expands into related sub-queries and model-specific answer paths.",
     "u": "https://ceyo.ai/features/ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility across every client and market.",
     "u": "https://ceyo.ai/"
    }
   },
   "product": "Ceyo",
   "hq": "Israel",
   "hq_src": "https://ceyo.ai/terms",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/ceyo-ai_were-live-on-product-hunt-today-we-officially-activity-7385947987409084416-dv1C",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10-20",
    "src": "https://www.linkedin.com/posts/ceyo-ai_were-live-on-product-hunt-today-we-officially-activity-7385947987409084416-dv1C"
   },
   "slug": "ceyo-ai"
  },
  {
   "n": "Chatoptic",
   "u": "https://www.chatoptic.com/",
   "w": "AI visibility software that tracks prompts by custom buyer persona across LLMs, with citation analysis and content generation, sold to agencies, enterprises and startups.",
   "w_u": "https://www.chatoptic.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand appears across ChatGPT, Gemini, Claude, Perplexity, Grok, and other LLMs.",
     "u": "https://www.chatoptic.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which type of sources and websites shape AI answers, brand mentions and citations.",
     "u": "https://www.chatoptic.com/"
    },
    "content": {
     "v": "yes",
     "q": "Create content built for AI answers, search engines, and real customer questions.",
     "u": "https://www.chatoptic.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See how one prompt expands into related questions, intents, entities, and comparisons.",
     "u": "https://www.chatoptic.com/"
    },
    "agency": {
     "v": "yes",
     "q": "we have a dedicated agency track built for that.",
     "u": "https://www.chatoptic.com/pricing"
    }
   },
   "hq": "Israel",
   "hq_src": "https://linkedin.com/company/chatoptic",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/chatoptic",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "chatoptic"
  },
  {
   "n": "Citany",
   "u": "https://citany.com/",
   "w": "Software that monitors how eight AI engines, including Kimi and Doubao, mention a brand, for cross-border brands, SEO teams and agencies.",
   "w_u": "https://citany.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether AI mentions your brand, what position it appears in, and which competitors get recommended first",
     "u": "https://citany.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which URLs, domains, and content types AI cites when answering prompts in your category.",
     "u": "https://citany.com/"
    },
    "content": {
     "v": "partial",
     "q": "Convert diagnosis into a prioritized task list: which page to rewrite, which comparison asset to build, which third-party review gap to close first.",
     "u": "https://citany.com/"
    },
    "technical": {
     "v": "yes",
     "q": "SEO & AEO Checker: Free Chrome extension for instant page audits",
     "u": "https://citany.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Prioritize the highest-leverage pages, FAQ blocks, comparison assets, entity cleanup, and third-party proof work first.",
     "u": "https://citany.com/product"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Map the queries people actually ask when discovering your category.",
     "u": "https://citany.com/"
    },
    "agency": {
     "v": "yes",
     "q": "deliver monthly AI visibility reports — with white-label PDF exports.",
     "u": "https://citany.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citany"
  },
  {
   "n": "Citate.ai",
   "u": "https://citate.ai/",
   "w": "AI analytics and content software plus GEO and reputation services that measure what LLMs say about brands, by sampling thousands of answers per prompt.",
   "w_u": "https://citate.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ranks what every major LLM says about you and your competitors across Google AI Overviews, ChatGPT, Gemini and Meta AI.",
     "u": "https://citate.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The web sources AI answers rely on most, so you can track your URLs and spot the placements that move citations.",
     "u": "https://citate.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generates or refreshes content and updates pages based on hundreds of signals.",
     "u": "https://citate.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Make sure AI bots can access and index your site.",
     "u": "https://citate.ai/services/"
    },
    "pr": {
     "v": "partial",
     "q": "trusted third-party sources to pursue for citations and mentions",
     "u": "https://citate.ai/services/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Analyzes real data, such as SERPs, PAAs, your site, your competitors, search topic volume to generate relevant target prompts.",
     "u": "https://citate.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2022,
   "founded_src": "https://www.linkedin.com/posts/edsussman_found-myself-at-stanfords-golf-course-a-activity-7417704684347400192",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2024-11",
    "src": "https://crazystupidtech.com/2024/11/16/can-we-manipulate-ai-as-much-as-it-manipulates-us/"
   },
   "slug": "citate-ai"
  },
  {
   "n": "Cite42",
   "u": "https://www.cite42.dev/",
   "w": "Pay-per-call MCP server and API that give AI agents AI visibility, citation, SEO keyword and trend data, for developers and marketers using agents.",
   "w_u": "https://www.cite42.dev/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI search visibility: how ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews mention your brand.",
     "u": "https://www.cite42.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "See which URLs and domains AI cites across your chosen market topics.",
     "u": "https://www.cite42.dev/"
    },
    "content": {
     "v": "partial",
     "q": "Each workflow is a ready-made MCP recipe for content opportunities, topic demand, AI prompt mapping, competitor content gaps, citation gaps, or SEO content briefs.",
     "u": "https://www.cite42.dev/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Research keywords, trends, Reddit and YouTube from the same AI agent.",
     "u": "https://www.cite42.dev/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover prompts worth tracking",
     "u": "https://www.cite42.dev/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "AI visibility tracking for agencies: pay per client check instead of per-seat plans",
     "u": "https://www.cite42.dev/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.cite42.dev/impressum",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "cite42"
  },
  {
   "n": "CiteBoost",
   "u": "https://citetop.ai/",
   "w": "German SEO and GEO platform that checks whether ChatGPT, Gemini, Perplexity and Claude name a brand and writes missing content, with agency plans.",
   "w_u": "https://citetop.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wer wird genannt, an welcher Stelle, mit welchem Ton und welchen Quellen?",
     "u": "https://citetop.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Which domains and pages AI models cite in answers",
     "u": "https://citetop.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Content Studio, Seiten-Audit und Keyword-Tools zeigen, welche Inhalte fehlen, und helfen beim Schreiben.",
     "u": "https://citetop.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt für 47 KI- und Such-Bots, echter Zugangstest und llms.txt",
     "u": "https://citetop.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Quellen, die KI-Modelle ohne die eigene Marke zitieren, plus Zitierbarkeits-Check",
     "u": "https://citetop.ai/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Library | Fragen an KI-Modelle",
     "u": "https://citeboost.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Eigene Agentur-Pläne mit Kunden-Bereich, Lesezugängen und Mitarbeitern",
     "u": "https://citetop.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://citetop.ai/impressum",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citeboost"
  },
  {
   "n": "CiteHawk",
   "u": "https://www.citehawk.com/",
   "w": "AI visibility tracker for brands and agencies that stores answers, citations and competitor data across up to eight AI engines, with white-label agency tools.",
   "w_u": "https://www.citehawk.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CiteHawk monitors these answers across the questions your customers ask, compares your visibility with competitors and records the sources influencing each response.",
     "u": "https://www.citehawk.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The actual URLs AI references, tracked over time, with full responses kept as evidence.",
     "u": "https://www.citehawk.com/features"
    },
    "content": {
     "v": "partial",
     "q": "Technical audit for AI crawler accessibility and content optimization",
     "u": "https://www.citehawk.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Every AI model, crawler, and training bot hitting your site, categorized by what it's actually doing.",
     "u": "https://www.citehawk.com/ai-agent-analytics"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See the searches AI models ran behind your prompts",
     "u": "https://www.citehawk.com/query-fan-out"
    },
    "agency": {
     "v": "yes",
     "q": "A portfolio view across clients, pitch projects under your own brand, and client portals that look like yours.",
     "u": "https://www.citehawk.com/"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www.citehawk.com/terms",
   "founded": 2025,
   "founded_src": "https://www.citehawk.com/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.citehawk.com/blog/citehawk-product-launch"
   },
   "slug": "citehawk"
  },
  {
   "n": "Clovion AI",
   "u": "https://www.clovion.ai/",
   "w": "AI visibility platform with agents that track brand mentions, sentiment and cited sources across six AI engines and ship fixes.",
   "w_u": "https://www.clovion.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Clovion runs your tracked prompts across your chosen AI engines every day, then analyzes whether and how your brand appears",
     "u": "https://www.clovion.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "and which sources get cited in the answer.",
     "u": "https://www.clovion.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Clovion's agents ship the fix — new sources, rewritten pages, corrected descriptions.",
     "u": "https://www.clovion.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Clovion's agents ship the fix — new sources, rewritten pages, corrected descriptions.",
     "u": "https://www.clovion.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage unlimited brands under one login, run pitch audits for prospects before they sign, and deliver reporting your clients will trust.",
     "u": "https://www.clovion.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Check if your site is ready for AI agents",
     "u": "https://www.clovion.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "The real questions buyers ask AI about your category",
     "u": "https://www.clovion.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Norway",
   "hq_src": "https://www.linkedin.com/posts/zahir-hasan-a95286195_today-were-launching-clovion-if-you-had-activity-7480615326112505856-RDO-",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/zahir-hasan-a95286195_today-were-launching-clovion-if-you-had-activity-7480615326112505856-RDO-"
   },
   "slug": "clovion-ai"
  },
  {
   "n": "Cockpyt AI",
   "u": "https://www.cockpyt.ai/",
   "w": "French tool that measures daily visibility in ChatGPT, Gemini, AI Mode and AI Overviews, with competitors, sources and a GEO audit, for brands and agencies.",
   "w_u": "https://www.cockpyt.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cockpyt AI le mesure chaque jour et vous dit quoi corriger.",
     "u": "https://www.cockpyt.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Où les IA vont chercher leurs réponses",
     "u": "https://www.cockpyt.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Quoi faire et par où commencer votre GEO",
     "u": "https://www.cockpyt.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO audit ... accessibilité technique ... checklist de 33 points; AI Traffic: The visits AI platforms send you",
     "u": "https://www.cockpyt.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Visez ces pages en priorité : elles alimentent directement les réponses.",
     "u": "https://www.cockpyt.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Sources et Query Fan-out",
     "u": "https://www.cockpyt.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Marque blanche à partir de Consultant",
     "u": "https://www.cockpyt.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.cockpyt.ai/en/about/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://fr.linkedin.com/posts/florianzorgnotti_nouveauprojet-geo-ia-activity-7467121846161690624-oCfG"
   },
   "slug": "cockpyt-ai"
  },
  {
   "n": "Cogni",
   "u": "https://www.meetcogni.com/",
   "w": "Platform that tracks brand visibility, sentiment and citations across ChatGPT, Claude, Perplexity and Gemini and suggests actions, for growth and enterprise teams.",
   "w_u": "https://www.meetcogni.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your brand appears across AI platforms.",
     "u": "https://www.meetcogni.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which domains AI models cite most.",
     "u": "https://www.meetcogni.com/"
    },
    "content": {
     "v": "partial",
     "q": "Understand your citation share vs competitors and identify content gaps.",
     "u": "https://www.meetcogni.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Audits",
     "u": "https://www.meetcogni.com/"
    },
    "pr": {
     "v": "partial",
     "q": "From PR opportunities to content strategies.",
     "u": "https://www.meetcogni.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Find high-volume prompts where you can win.",
     "u": "https://www.meetcogni.com/"
    },
    "agency": {
     "v": "partial",
     "q": "For companies and agencies building and orchestrating AI search marketing campaigns",
     "u": "https://www.meetcogni.com/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://uk.linkedin.com/company/meetcogni",
   "founded": 2025,
   "founded_src": "https://uk.linkedin.com/company/meetcogni",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "cogni"
  },
  {
   "n": "Ekamoira",
   "u": "https://www.ekamoira.com/",
   "w": "Vienna AI visibility firm and software: tracks citations in Google AI, ChatGPT and Perplexity and generates citation-optimized content, plus done-for-you service.",
   "w_u": "https://www.ekamoira.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "full access to Google AI, ChatGPT, and Perplexity tracking",
     "u": "https://www.ekamoira.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Track citations with URLs in Perplexity answers. See exactly which pages are being referenced.",
     "u": "https://www.ekamoira.com/"
    },
    "content": {
     "v": "yes",
     "q": "We build the content, deploy the schemas, and optimize the technical foundation. Not a roadmap — execution.",
     "u": "https://www.ekamoira.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Scale is for agencies and teams managing multiple brands. Get 5,000+ credits/month, multiple workspaces, white-label reports, and a dedicated account manager.",
     "u": "https://www.ekamoira.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "We build the content, deploy the schemas, and optimize the technical foundation.",
     "u": "https://www.ekamoira.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Intelligence: 9 proprietary models, dark query discovery",
     "u": "https://www.ekamoira.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Austria",
   "hq_src": "https://www.ekamoira.com/legal/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ekamoira"
  },
  {
   "n": "Emergine",
   "u": "https://emergine.ai/",
   "w": "Emergine tracks how AI platforms including ChatGPT, DeepSeek and Doubao describe a brand, for marketing teams and agencies in China and globally.",
   "w_u": "https://emergine.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, rankings, share of voice, and competitor visibility across AI platforms, languages, and markets.",
     "u": "https://emergine.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand which websites, publications, reviews, and content sources AI platforms rely on when answering questions about your category.",
     "u": "https://emergine.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI continuously identifies opportunities, recommends optimizations, and helps create the content needed to improve visibility.",
     "u": "https://emergine.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Free Site Audit",
     "u": "https://emergine.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Identify the questions, comparisons, and buying journeys that matter most in your category.",
     "u": "https://emergine.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Emergine gives agencies multi-brand dashboards, white-label reporting, channel pricing, and dedicated partner support",
     "u": "https://emergine.ai/"
    }
   },
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://kawo.com/cn/%E5%8D%9A%E5%AE%A2/kawo%E5%9F%9F%E8%A7%81geo%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88%E5%8F%91%E5%B8%83"
   },
   "slug": "emergine"
  },
  {
   "n": "Essio",
   "u": "https://www.essio.ai/",
   "w": "AI search optimization platform and agency that tracks brand visibility across ChatGPT, Perplexity, Gemini, Claude and Grok, with source and link insights.",
   "w_u": "https://www.essio.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand your brand’s presence in AI search results with real-time tracking.",
     "u": "https://www.essio.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "With Essio, discover influential links and enhance your link-building strategy using data-driven insights.",
     "u": "https://www.essio.ai/"
    },
    "content": {
     "v": "partial",
     "q": "How does Essio optimize content strategy?",
     "u": "https://www.essio.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Be Mentioned in Relevant Sources",
     "u": "https://www.essio.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Essio offers three main subscription tiers: Basic, Premium, and Agency",
     "u": "https://www.essio.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Explorer",
     "u": "https://www.essio.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.f6s.com/company/essio.ai",
   "founded": 2024,
   "founded_src": "https://www.f6s.com/company/essio.ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "essio"
  },
  {
   "n": "Gander AI Search Intelligence",
   "u": "https://takeagander.ai/",
   "w": "Sells an AI search intelligence platform tracking visibility, accuracy and reputation, to colleges and universities and to B2B teams and agencies.",
   "w_u": "https://takeagander.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Gander tracks what AI tells prospective students about your institution and its programs",
     "u": "https://takeagander.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track up to 50 sources per brand",
     "u": "https://takeagander.ai/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "See where the answers fall short, which websites shape them, and how to correct the record.",
     "u": "https://takeagander.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Gander audits your site's technical foundation and tells you exactly what to fix.",
     "u": "https://takeagander.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fan-outs",
     "u": "https://takeagander.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "get AI-powered citation tracking, competitive visibility, and client reporting",
     "u": "https://takeagander.ai/pricing/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://linkedin.com/company/takeagander",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/takeagander",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "gander-ai-search-intelligence"
  },
  {
   "n": "GenFlux",
   "u": "https://www.genflux.site/",
   "w": "GenFlux tracks how AI engines mention and rank a brand and recommends content changes, for enterprise brands and agencies.",
   "w_u": "https://www.genflux.site/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand across ChatGPT, Perplexity, Claude, Gemini, and Copilot — all from a single dashboard.",
     "u": "https://www.genflux.site/"
    },
    "sources": {
     "v": "partial",
     "q": "Sources",
     "u": "https://www.genflux.site/"
    },
    "content": {
     "v": "yes",
     "q": "Get AI-powered recommendations to structure your content for maximum visibility in generative search.",
     "u": "https://www.genflux.site/"
    },
    "technical": {
     "v": "partial",
     "q": "Add structured FAQ schema to /pricing",
     "u": "https://www.genflux.site/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover which queries trigger AI to mention your brand, your competitors, or your industry — and why.",
     "u": "https://www.genflux.site/"
    },
    "agency": {
     "v": "partial",
     "q": "Manage AI visibility for multiple brands and markets.",
     "u": "https://www.genflux.site/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.finsmes.com/2026/02/genflux-raises-4-2m-in-seed-funding.html",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "genflux"
  },
  {
   "n": "Genview",
   "u": "https://genview.io/",
   "w": "Sells a Japanese GEO platform that compares AI answers with a brand's ideal description and proposes site and query fixes, to B2B and consumer brands.",
   "w_u": "https://genview.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "顧客がAIに聞く質問を指定し、言及・引用されるクエリを継続的に増やします。",
     "u": "https://genview.io/"
    },
    "sources": {
     "v": "yes",
     "q": "根拠URLと改善案を提示",
     "u": "https://genview.io/"
    },
    "content": {
     "v": "yes",
     "q": "コード・文章・代替案まで提示",
     "u": "https://genview.io/"
    },
    "technical": {
     "v": "yes",
     "q": "日本語・英語で生成と検証",
     "u": "https://genview.io/"
    },
    "pr": {
     "v": "partial",
     "q": "AI外部サイト提案",
     "u": "https://genview.io/pricing/plan"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "顧客が聞きそうな質問を提案",
     "u": "https://genview.io/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Japan",
   "hq_src": "https://genview.io/company/",
   "founded": 2011,
   "founded_src": "https://genview.io/company/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://f-i-d.jp/blog/news/20260422/"
   },
   "slug": "genview"
  },
  {
   "n": "GEO Search Console",
   "u": "https://geosearchconsole.co/",
   "w": "Fourteen free web tools that check how AI search engines reach, cite and describe a site or brand, for site owners.",
   "w_u": "https://geosearchconsole.co/about",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Add your site there, then check what AI engines say.",
     "u": "https://geosearchconsole.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Pages AI cites for rivals, not you",
     "u": "https://geosearchconsole.co/"
    },
    "content": {
     "v": "partial",
     "q": "which scores how well your About page tells AI engines who you are",
     "u": "https://geosearchconsole.co/about"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI crawlers reach and find a page?",
     "u": "https://geosearchconsole.co/"
    },
    "pr": {
     "v": "partial",
     "q": "which lists the pages AI answers cite that name your competitors but not you",
     "u": "https://geosearchconsole.co/about"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The searches AI engines actually run",
     "u": "https://geosearchconsole.co/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://primaryposition.com/blog/geo-search-console/"
   },
   "slug": "geo-search-console"
  },
  {
   "n": "geo-tool.com",
   "u": "https://www.geo-tool.com/en",
   "w": "GEO autopilot: finds buyer questions where AI names competitors, analyzes cited sources, drafts content to CMS and re-checks visibility.",
   "w_u": "https://www.geo-tool.com/en",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your questions run through the AI systems regularly. You see where you are mentioned, which sources get cited and where competitors stand.",
     "u": "https://www.geo-tool.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "You see where you are mentioned, which sources get cited and where competitors stand.",
     "u": "https://www.geo-tool.com/en"
    },
    "content": {
     "v": "yes",
     "q": "Written from the answer, the sources and your offer. You read it and click “Approve”.",
     "u": "https://www.geo-tool.com/en"
    },
    "pr": {
     "v": "partial",
     "q": "The cited comparison page does not list you - that becomes the action.",
     "u": "https://www.geo-tool.com/en"
    },
    "agency": {
     "v": "yes",
     "q": "GEO software for agencies",
     "u": "https://www.geo-tool.com/en"
    },
    "technical": {
     "v": "yes",
     "q": "First check whether AI can read your website.",
     "u": "https://www.geo-tool.com/en"
    },
    "prompts": {
     "v": "yes",
     "q": "GEO Tool finds the missing buyer questions",
     "u": "https://www.geo-tool.com/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO Tool",
   "hq": "Germany",
   "hq_src": "https://www.geo-tool.com/en/impressum",
   "founded": 2009,
   "founded_src": "https://www.geo-tool.com/en/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "geo-tool"
  },
  {
   "n": "Geogen",
   "u": "https://geogen.io/",
   "w": "Platform that tracks brand visibility across 15 AI engines and plans actions through a Copilot, for brands, agencies, resellers and API developers.",
   "w_u": "https://geogen.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Google AI Overviews, Gemini, Perplexity and Claude talk about your brand.",
     "u": "https://geogen.io/"
    },
    "sources": {
     "v": "yes",
     "q": "which pages got you cited and who took your place",
     "u": "https://geogen.io/"
    },
    "content": {
     "v": "partial",
     "q": "Add a pricing FAQ that answers “per seat”",
     "u": "https://geogen.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Unblock GPTBot and PerplexityBot",
     "u": "https://geogen.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed in the G2 CRM category",
     "u": "https://geogen.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Citations and query fan-outs show why",
     "u": "https://geogen.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Sell AI visibility under your own brand, and deliver it.",
     "u": "https://geogen.io/"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://geogen.io/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://geogen.io/changelog"
   },
   "slug": "geogen"
  },
  {
   "n": "Geoptie",
   "u": "https://geoptie.com/",
   "w": "GEO platform and free tools: tracks brand mentions across seven AI engines, shows cited sources, and audits content for AI citation.",
   "w_u": "https://geoptie.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Geoptie covers ChatGPT, Claude, Perplexity, Gemini, Microsoft Copilot, Google AI Mode and Google AI Overviews. Every plan tracks any four of those seven per brand",
     "u": "https://geoptie.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Find out which sources AI models cite the most. Know what's fueling your competitors' visibility",
     "u": "https://geoptie.com/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize your content structure and format to be easily understood and cited by AI search engines.",
     "u": "https://geoptie.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Discover which websites AI engines cite in your industry. Find high-value backlink opportunities for GEO.",
     "u": "https://geoptie.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Professional covers 10 brands and Business is unlimited ... give clients their own read-only access at no extra cost",
     "u": "https://geoptie.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Comprehensive analysis of your website's AI search readiness with actionable insights and optimization recommendations.",
     "u": "https://geoptie.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover high-impact keywords and phrases that AI engines use when generating responses in your industry.",
     "u": "https://geoptie.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Geoptie GEO Tools",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://searchengineland.com/geoptie-free-geo-tools-every-seo-professional-needs-in-2025-458414"
   },
   "slug": "geoptie"
  },
  {
   "n": "GEOptim AI",
   "u": "https://geoptim.ai/",
   "w": "Audit and monitoring platform for visibility on Google and six AI engines, with action plans, for SEO specialists, businesses and agencies.",
   "w_u": "https://geoptim.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Score de visibilité IA et citations obtenues",
     "u": "https://geoptim.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations et sources reprises par les IA",
     "u": "https://geoptim.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Etude de contenu et technique",
     "u": "https://geoptim.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Scores techniques, performance web",
     "u": "https://geoptim.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Requêtes dérivées (query fan-out)",
     "u": "https://geoptim.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Rapports en marque blanche",
     "u": "https://geoptim.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://geoptim.ai/legal-notice/",
   "founded": 2025,
   "founded_src": "https://fr.linkedin.com/company/geoptim-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoptim-ai"
  },
  {
   "n": "GEOPulse",
   "u": "https://www.themarketingcloud.com/marketplace/geopulse",
   "w": "The Marketing Cloud sells brands a platform that monitors presence across 8 LLMs, audits content for AI citation and flags compliance risks.",
   "w_u": "https://www.themarketingcloud.com/marketplace/geopulse",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your presence and sentiment across 8 major LLMs simultaneously, including ChatGPT, Perplexity, Gemini, Microsoft Copilot, and Meta AI",
     "u": "https://www.themarketingcloud.com/marketplace/geopulse"
    },
    "sources": {
     "v": "partial",
     "q": "GEOPulse also tracks AI bot crawling and citation links ... Top-level metrics: citation share, average rank",
     "u": "https://www.themarketingcloud.com/marketplace/geopulse"
    },
    "content": {
     "v": "yes",
     "q": "Test and diagnose content performance before it goes live, and use real-time Share of Answer (SoA) feedback and predictive signals to optimize for AI citation",
     "u": "https://www.themarketingcloud.com/marketplace/geopulse"
    },
    "technical": {
     "v": "yes",
     "q": "real-time metrics on Share of AI Voice, citation rank, and bot activity",
     "u": "https://www.themarketingcloud.com/marketplace/geopulse"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Use smart prompt engineering to track the specific questions stakeholders are asking AI systems",
     "u": "https://www.themarketingcloud.com/marketplace/geopulse"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/stagwells-nasdaq-stgw-prophet-expands-global-partnership-with-hootsuite-to-power-the-future-of-social-and-media-intelligence-through-ai-302483010.html",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.stagwellglobal.com/2025-unicepta-geo/"
   },
   "slug": "geopulse"
  },
  {
   "n": "GEOrank (georank.ru)",
   "u": "https://georank.ru/",
   "w": "Russian platform that analyzes brand mentions and positions in ChatGPT, Alice, Gemini and other AI services, for marketing, SEO, PR teams and agencies.",
   "w_u": "https://georank.ru/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Показывает, как часто бренд появляется в ответах нейросетей и какие позиции занимает среди рекомендаций",
     "u": "https://georank.ru/"
    },
    "sources": {
     "v": "yes",
     "q": "Помогает понять, на какие сайты, статьи и публикации опираются нейросети при формировании ответов",
     "u": "https://georank.ru/"
    },
    "content": {
     "v": "partial",
     "q": "Показывает, что можно улучшить на сайте, в контенте и внешних публикациях",
     "u": "https://georank.ru/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Формируем конкретные точки роста для сайта, контента и внешних упоминаний.",
     "u": "https://georank.ru/"
    },
    "commerce": {
     "v": "partial",
     "q": "Продуктовая аналитика | Как ИИ воспринимает конкретные продукты",
     "u": "https://georank.ru/"
    },
    "prompts": {
     "v": "yes",
     "q": "Что люди спрашивают у ИИ — запросы, тренды, спрос",
     "u": "https://georank.ru/"
    },
    "agency": {
     "v": "yes",
     "q": "Отдельный кабинет для каждого клиента",
     "u": "https://georank.ru/"
    }
   },
   "product": "ГЕОранк",
   "hq": "Russia",
   "hq_src": "https://georank.ru/about",
   "founded": 2025,
   "founded_src": "https://georank.ru/about",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://vc.ru/id161239/2652070-geo-i-seo-kak-neyroseti-vliyayut-na-vidimost-brenda"
   },
   "slug": "georank-georank"
  },
  {
   "n": "GrackerAI",
   "u": "https://gracker.ai/",
   "w": "AEO and GEO platform for B2B SaaS (cybersecurity, DevTools) that tracks AI citations, analyzes cited sources, and generates content optimized for AI citation.",
   "w_u": "https://gracker.ai/llms.txt",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Monitoring Track what AI says about you in real time",
     "u": "https://gracker.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Source Analysis See the sources shaping AI answers in your category",
     "u": "https://gracker.ai/"
    },
    "content": {
     "v": "yes",
     "q": "automatically generates content optimized for AI citation.",
     "u": "https://gracker.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink Opportunity Find backlink prospects",
     "u": "https://gracker.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reportingReports with your logo and brand colors, ready to send to clients.",
     "u": "https://gracker.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AEO Audit: See your site the way AI engines do",
     "u": "https://gracker.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research: Find the prompts buyers actually ask AI engines",
     "u": "https://gracker.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://gracker.ai/about",
   "founded": 2025,
   "founded_src": "https://gracker.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "grackerai"
  },
  {
   "n": "Hatter",
   "u": "https://www.gethatter.ai/",
   "w": "SEO and AEO agents that find opportunities, write content and publish it to a hub on the customer's domain, with a managed option.",
   "w_u": "https://www.gethatter.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand surfaces in ChatGPT, Perplexity, and other AI chatbots versus competitors.",
     "u": "https://www.gethatter.ai/agency"
    },
    "sources": {
     "v": "yes",
     "q": "See how the platform tracks brand mentions, citations, prompts and competitors across Gemini, Claude and Google’s generated summaries",
     "u": "https://www.gethatter.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Mines the prompts your customers ask AI, spots where it recommends competitors, and creates the content that closes the gap.",
     "u": "https://www.gethatter.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "server-rendered, schema-marked and structured for AI parsing",
     "u": "https://www.gethatter.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Mines the prompts your customers ask AI",
     "u": "https://www.gethatter.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://tracxn.com/d/companies/hatterai/__HDGSl9FfFJtKtnLDQGm5LyW_994TtcYTsfTadZyohWg",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "hatter"
  },
  {
   "n": "HeyOtis",
   "u": "https://heyotis.ai/",
   "w": "Software that measures how AI assistants recommend a brand, builds a ranked action plan and attributes results, with managed and agency options.",
   "w_u": "https://heyotis.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankings, share of voice and average position across AI platforms.",
     "u": "https://heyotis.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Which of your pages earn citations - and which rivals take them.",
     "u": "https://heyotis.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Rewrite the pricing FAQ",
     "u": "https://heyotis.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Watch AI assistants visit your pages",
     "u": "https://heyotis.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The hidden searches AI runs before it answers you.",
     "u": "https://heyotis.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label & multi-brand",
     "u": "https://heyotis.ai/"
    }
   },
   "product": "Otis",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/nick-boyden-89a6921b3_im-excited-to-share-that-we-have-launched-activity-7457717280978788352-MLi9"
   },
   "slug": "heyotis"
  },
  {
   "n": "Hi, Moose",
   "u": "https://himoose.com",
   "w": "AI search data infrastructure with MCP, a desktop app for tracking and briefs, and a forward deployed AEO team, for brands and agencies.",
   "w_u": "https://himoose.com",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where you are named and where you were left off, topic by topic and engine by engine, next to your competitors.",
     "u": "https://himoose.com"
    },
    "sources": {
     "v": "yes",
     "q": "Answering those takes the full history of what the AI search said, with sources and dates",
     "u": "https://himoose.com"
    },
    "content": {
     "v": "yes",
     "q": "Then write briefs, run AEO audits, set up workflows and publish to WordPress, Webflow or Grav.",
     "u": "https://himoose.com"
    },
    "technical": {
     "v": "partial",
     "q": "run AEO audits",
     "u": "https://himoose.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "ChatGPT fan-out queries",
     "u": "https://himoose.com"
    },
    "agency": {
     "v": "partial",
     "q": "AI Search Visibility Infrastructure for Brands & Agencies",
     "u": "https://himoose.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "hi-moose"
  },
  {
   "n": "Howseen",
   "u": "https://howseen.ai/",
   "w": "Tracks brand mentions and cited sources across ChatGPT, Gemini, Perplexity and Google AI, then writes and publishes GEO content.",
   "w_u": "https://howseen.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand's visibility, share of voice and sentiment across AI search engines.",
     "u": "https://howseen.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Citation & source tracing",
     "u": "https://howseen.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Content autopilot: Writes and publishes the fixes to your site",
     "u": "https://howseen.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "the action plan lists the domains AI cites in your category (review sites, forums, comparison articles, media, video) and what to do on each.",
     "u": "https://howseen.ai/ai-citation-tracking"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports: AI visibility reports shared under the agency's name, logo and color",
     "u": "https://howseen.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler checker: Can GPTBot and ClaudeBot read your site?",
     "u": "https://howseen.ai"
    },
    "prompts": {
     "v": "yes",
     "q": "AI query fan-out: The real searches behind an answer",
     "u": "https://howseen.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Howseen AI",
   "hq": "France",
   "hq_src": "https://howseen.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09",
    "src": "https://fr.linkedin.com/posts/raphaelaubry03_ya-quelques-mois-jaurais-m%C3%AAme-pas-su-coder-activity-7506238238047502339-sna-"
   },
   "slug": "howseen-ai"
  },
  {
   "n": "iPand",
   "u": "https://ipand.io/",
   "w": "Daily AI visibility tracker for shops, brands and agencies across engines such as ChatGPT and Gemini, with sources, technical checks and tasks.",
   "w_u": "https://ipand.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day, iPand asks AI engines your customers’ questions, shows you who gets recommended instead of you",
     "u": "https://ipand.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The sites AI engines rely on to cite you.",
     "u": "https://ipand.io/"
    },
    "content": {
     "v": "yes",
     "q": "Writes your content",
     "u": "https://ipand.io/"
    },
    "technical": {
     "v": "yes",
     "q": "24 criteria that make your site readable by AI engines.",
     "u": "https://ipand.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Reply to a Reddit thread",
     "u": "https://ipand.io/"
    },
    "commerce": {
     "v": "partial",
     "q": "Defend your products in shopping answers.",
     "u": "https://ipand.io/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the questions that matter in your market.",
     "u": "https://ipand.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility for several clients.",
     "u": "https://ipand.io/"
    }
   },
   "hq": "France",
   "hq_src": "https://ipand.io/about",
   "read": "2026-11-02",
   "slug": "ipand"
  },
  {
   "n": "Katman",
   "u": "https://katman.pro",
   "w": "GEO service and MCP coding tool that researches buyer questions and writes or fixes pages so SaaS products get recommended by AI assistants.",
   "w_u": "https://katman.pro",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "asks the same questions again 14 days later",
     "u": "https://katman.pro"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "then write and ship the pages they cite",
     "u": "https://katman.pro"
    },
    "technical": {
     "v": "yes",
     "q": "See whether ChatGPT, Claude and Perplexity can get into your site.",
     "u": "https://katman.pro"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We find the questions your buyers and users ask assistants",
     "u": "https://katman.pro"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Katman Pro",
   "hq": "United Kingdom",
   "hq_src": "https://katman.pro/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "katman"
  },
  {
   "n": "Kradeos",
   "u": "https://www.kradeos.ai/",
   "w": "AI visibility scoring and improvement agent for software and SaaS companies, ranking AI prompts by buyer profile and pipeline.",
   "w_u": "https://www.kradeos.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Kradeos builds AI visibility for software products on",
     "u": "https://www.kradeos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "G2 cited in 11 answers for this topic",
     "u": "https://www.kradeos.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Optimise content for high-value prompts",
     "u": "https://www.kradeos.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Build presence in r/maintenance Reddit discussions",
     "u": "https://www.kradeos.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Kradeos classifies each prompt by ICP",
     "u": "https://www.kradeos.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.prweb.com/releases/kradeos-launches-to-improve-ai-visibility-of-software-and-saas-products-on-chatgpt-claude-and-perplexity-302898262.html",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kradeos"
  },
  {
   "n": "LeadRescue",
   "u": "https://leadrescue.app",
   "w": "Brand visibility and content platform that tracks AI search answers daily and generates articles, for brands without an agency.",
   "w_u": "https://leadrescue.app",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily scans across AI search engines show exactly which prompts surface your brand",
     "u": "https://leadrescue.app"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source tracking",
     "u": "https://leadrescue.app"
    },
    "content": {
     "v": "yes",
     "q": "One click generates a GEO-optimized article with answer-first format, FAQ schema, and external citations built in.",
     "u": "https://leadrescue.app"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler checker",
     "u": "https://leadrescue.app"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fan-out analysis",
     "u": "https://leadrescue.app"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports",
     "u": "https://leadrescue.app"
    }
   },
   "product": "Lead Rescue",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "leadrescue"
  },
  {
   "n": "Limelit",
   "u": "https://limelit.co/",
   "w": "AI visibility platform tracking six engines with query fan-out, source analysis, drafted fixes, crawler checks and an MCP server.",
   "w_u": "https://limelit.co/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility heatmap: Every buyer question, graded on every engine.",
     "u": "https://limelit.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Trends & sources: Share of voice, sentiment, and the pages each model cites.",
     "u": "https://limelit.co/"
    },
    "content": {
     "v": "yes",
     "q": "Missing to recommended: Ship the drafted page, watch your rank climb.",
     "u": "https://limelit.co/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited seats, up to 25 client brands",
     "u": "https://limelit.co/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI bots your robots.txt lets in.",
     "u": "https://limelit.co/"
    },
    "prompts": {
     "v": "yes",
     "q": "Which prompts carry real demand, banded, never a made-up count.",
     "u": "https://limelit.co/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://limelit.co/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "limelit"
  },
  {
   "n": "Limelit Open",
   "u": "https://github.com/limelit-co/open",
   "w": "Self-hosted single binary that tracks how seven AI engines mention and cite a brand against competitors, with an MCP server.",
   "w_u": "https://github.com/limelit-co/open",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "how often each engine mentions your brand, per prompt and over time",
     "u": "https://github.com/limelit-co/open"
    },
    "sources": {
     "v": "yes",
     "q": "every URL an answer cited, classified as your own, a competitor, social, informational or other",
     "u": "https://github.com/limelit-co/open"
    },
    "content": {
     "v": "partial",
     "q": "Limelit Cloud (hosted, limelit.co): 'Your pages | Citation share and next moves per page.' / 'Ship the drafted page, watch your rank climb.'",
     "u": "https://limelit.co"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the searches an engine actually ran on the way to its answer",
     "u": "https://github.com/limelit-co/open"
    },
    "agency": {
     "v": "partial",
     "q": "Limelit Cloud (hosted): 'Unlimited seats, up to 25 client brands'",
     "u": "https://limelit.co"
    }
   },
   "hq": "United States",
   "hq_src": "https://limelit.co",
   "read": "2026-11-02",
   "slug": "limelit-open"
  },
  {
   "n": "llemmy",
   "u": "https://llemmy.com/",
   "w": "GEO measurement software that tracks how six AI engines describe a brand and lists fixes, for marketers and agencies.",
   "w_u": "https://llemmy.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every prompt your buyers ask and watch your mention rate move",
     "u": "https://llemmy.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the domains AI pulls from to answer your category",
     "u": "https://llemmy.com/"
    },
    "content": {
     "v": "partial",
     "q": "what to publish, which sources to earn, what to restructure",
     "u": "https://llemmy.com/features"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Score & Audit: Visibility, position and sentiment, 0-100",
     "u": "https://llemmy.com/"
    },
    "pr": {
     "v": "partial",
     "q": "what to publish, which sources to earn, what to restructure",
     "u": "https://llemmy.com/features"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Only the fan-out queries AI actually discloses.",
     "u": "https://llemmy.com/features"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client workspaces and white-label reports",
     "u": "https://llemmy.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llemmy"
  },
  {
   "n": "LLM Eagle",
   "u": "https://www.llmeagle.com/",
   "w": "Monitors whether LLMs cite a site, finds questions audiences ask and generates content, for SaaS teams and SEO agencies.",
   "w_u": "https://www.llmeagle.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We find out what questions your target audience is asking their favorite LLMs, and check if your product is being cited.",
     "u": "https://www.llmeagle.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Optimize your content strategy with our insights and recommendations to increase citations.",
     "u": "https://www.llmeagle.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate AI-optimized content",
     "u": "https://www.llmeagle.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We find out what questions your target audience is asking their favorite LLMs",
     "u": "https://www.llmeagle.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Expand your sevice with a GEO addon",
     "u": "https://www.llmeagle.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llm-eagle"
  },
  {
   "n": "LLM Monitor",
   "u": "https://www.llm-monitor.com/en/measure-and-manage-your-visibility-within-ai/",
   "w": "Platform that measures brand visibility in AI answers by persona and topic, for brands and agencies.",
   "w_u": "https://www.llm-monitor.com/en/measure-and-manage-your-visibility-within-ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover where your brand stands in AI responses with our GEO Tracking platform.",
     "u": "https://www.llm-monitor.com/en/measure-and-manage-your-visibility-within-ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the links and content types that influence AI-generated answers.",
     "u": "https://www.llm-monitor.com/en/measure-and-manage-your-visibility-within-ai/"
    },
    "content": {
     "v": "partial",
     "q": "Turn findings into content, editorial presence, source and brand priorities.",
     "u": "https://www.llm-monitor.com/en/agencies/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Analyze AI recommendations by audience, topic and source ecosystem to guide brand, PR and influence strategies.",
     "u": "https://www.llm-monitor.com/en/agencies/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out (sub-queries)",
     "u": "https://www.llm-monitor.com/en/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Turn AI search visibility into a profitable client service with prospect audits, multi-client management, actionable insights, training and co-selling support.",
     "u": "https://www.llm-monitor.com/en/agencies/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.llm-monitor.com/en/legal-terms/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llm-monitor"
  },
  {
   "n": "LLMrefs",
   "u": "https://llmrefs.com/",
   "w": "Generative AI search analytics that tracks keyword rankings, share of voice and cited source URLs across ChatGPT, AI Overviews, Perplexity and more.",
   "w_u": "https://llmrefs.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLMrefs ranks brands against each other using share of voice & position metrics.",
     "u": "https://llmrefs.com/"
    },
    "sources": {
     "v": "yes",
     "q": "View & filter the full set of source URLs generative search engines cite when answering questions about your products and services.",
     "u": "https://llmrefs.com/"
    },
    "content": {
     "v": "partial",
     "q": "Content gap insights ... Plus: AI crawlability checker, Reddit threads finder, LLMs.txt generator & more AI SEO tools",
     "u": "https://llmrefs.com/"
    },
    "pr": {
     "v": "partial",
     "q": "LLMrefs reveals content & outreach opportunities.",
     "u": "https://llmrefs.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Optimized for agencies: One subscription. Unlimited domains. LLMrefs lets you organize projects by client ... Client dashboards",
     "u": "https://llmrefs.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "LLMrefs automatically generates fan-out prompts based on real conversations users are having with AI chatbots.",
     "u": "https://llmrefs.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://llmrefs.com/about",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/llmrefs/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.hunted.space/product/llmrefs/launches/llmrefs"
   },
   "slug": "llmrefs"
  },
  {
   "n": "Mention.ma",
   "u": "https://www.mention.ma/",
   "w": "GEO platform that measures brand visibility across 12 AI engines and prepares marketing content through an AI marketer agent, for companies.",
   "w_u": "https://www.mention.ma/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "évaluer la fréquence de mentions, de citations, la visibilité, le sentiment et la part de voix de votre marque",
     "u": "https://www.mention.ma/"
    },
    "sources": {
     "v": "partial",
     "q": "identifiez où, quand et comment votre marque est citée face à vos concurrents",
     "u": "https://www.mention.ma/"
    },
    "content": {
     "v": "yes",
     "q": "Articles SEO/GEO, publications sociales, carrousels, newsletters, scripts vidéo, visuels et relations presse.",
     "u": "https://www.mention.ma/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Articles SEO/GEO, publications sociales, carrousels, newsletters, scripts vidéo, visuels et relations presse.",
     "u": "https://www.mention.ma/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Explorez toutes les Query Fan-Out posées autour de vos sujets sur les principaux moteurs de recherche.",
     "u": "https://www.mention.ma/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "mention-ma"
  },
  {
   "n": "MentionRank",
   "u": "https://www.mentionrank.io/",
   "w": "Tracks how often ChatGPT, Claude, Gemini, Perplexity and Grok mention a brand, benchmarks competitors, and generates AI-optimized articles.",
   "w_u": "https://www.mentionrank.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly which prompts mention your brand, how often, and how you compare to competitors across ChatGPT, Claude, Gemini, Perplexity & Grok.",
     "u": "https://www.mentionrank.io/"
    },
    "content": {
     "v": "yes",
     "q": "Create AI-optimized content that gets you mentioned more.",
     "u": "https://www.mentionrank.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility for multiple clients with white-label reports",
     "u": "https://www.mentionrank.io/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Explorer: Explore thousands of prompts and find out who's getting mentioned.",
     "u": "https://www.mentionrank.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.producthunt.com/products/mentionrank/launches"
   },
   "slug": "mentionrank"
  },
  {
   "n": "MentionsAPI",
   "u": "https://mentionsapi.com",
   "w": "Credit based API for developers and agencies that queries AI answer engines and returns structured brand mentions, rank, sentiment and citations.",
   "w_u": "https://mentionsapi.com",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Query 4 LLM APIs (ChatGPT, Claude, Gemini, Perplexity) in parallel.",
     "u": "https://mentionsapi.com"
    },
    "sources": {
     "v": "yes",
     "q": "array and get back position, sentiment, surrounding context, and every cited URL per mention.",
     "u": "https://mentionsapi.com"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Live chatgpt.com UI scrape with fan_out sub-queries and citations.",
     "u": "https://mentionsapi.com/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "Add AI visibility to your client reports",
     "u": "https://mentionsapi.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "mentionsapi"
  },
  {
   "n": "NeuroRank",
   "u": "https://neurorank.ai/",
   "w": "Patent-pending AI visibility platform: tracks prompts across ChatGPT, Gemini, Claude and Perplexity, shows cited sources, and prescribes fixes.",
   "w_u": "https://neurorank.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts across ChatGPT, Gemini, Claude and Perplexity, compare competitors",
     "u": "https://neurorank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the answers AI gives on your tracked prompts, the competitors and cited sources in those answers, and what to fix first.",
     "u": "https://neurorank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "diagnoses where your AI presence is broken, prescribes specific fixes",
     "u": "https://neurorank.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "NeuroRank captures answers, diagnoses gaps, prescribes fixes, conditions the sources AI systems",
     "u": "https://neurorank.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Self-service AI visibility for brand teams and agencies.",
     "u": "https://neurorank.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Hero Prompts and sub-prompts, built from search demand.",
     "u": "https://neurorank.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://neurorank.ai/resources/press-release/neurorank-goes-live-globally",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://neurorank.ai/resources/press-release/neurorank-goes-live-globally"
   },
   "slug": "neurorank"
  },
  {
   "n": "Nevar",
   "u": "https://nevar.ai",
   "w": "GEO platform for brands that monitors AI mentions and generates articles and brand MCP templates, with automatic optimization for WordPress sites.",
   "w_u": "https://nevar.ai",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Nevar helps brands monitor, verify, and improve how they are mentioned and cited across AI search engines like ChatGPT, Gemini, and Perplexity.",
     "u": "https://nevar.ai"
    },
    "sources": {
     "v": "partial",
     "q": "providing verifiable data on AI mentions, citations, and answer inclusion.",
     "u": "https://nevar.ai"
    },
    "content": {
     "v": "yes",
     "q": "Article Generation 30/month",
     "u": "https://nevar.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Enable brand websites to have their content value fully utilized by AI.",
     "u": "https://nevar.ai"
    },
    "pr": {
     "v": "partial",
     "q": "gaining validation for the brand from third parties and, most importantly, from users.",
     "u": "https://nevar.ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We will simulate from multiple perspectives the types of questions users might ask the AI, and identify the most valuable ones.",
     "u": "https://nevar.ai"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "nevar"
  },
  {
   "n": "Ninar AI",
   "u": "https://ninar.ai",
   "w": "Platform for businesses and agencies that scans AI engines for brand mentions, gives a visibility score and generates GEO content to publish.",
   "w_u": "https://ninar.ai",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Inspect whether selected AI answers mention or recommend your brand.",
     "u": "https://ninar.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Review original answers and source URLs where available",
     "u": "https://ninar.ai"
    },
    "content": {
     "v": "yes",
     "q": "AI generates FAQs, differentiators, and about content from your scan gaps.",
     "u": "https://ninar.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Bot Analytics scans your robots.txt, scores your AI readiness 0-100, gives specific fix recommendations, and lets you upload server access logs",
     "u": "https://ninar.ai/features/bot-analytics"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "650M+ buyer-intent prompt combinations",
     "u": "https://ninar.ai/features/prompt-intelligence"
    },
    "agency": {
     "v": "yes",
     "q": "5-25 client businesses from one dashboard",
     "u": "https://ninar.ai"
    }
   },
   "hq": "USA",
   "hq_src": "https://ninar.ai",
   "founded": 2025,
   "founded_src": "https://ninar.ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/narsimha-r-27b70151_ninar-ai-ai-visibility-intelligence-your-activity-7458598990239096832-W5_n"
   },
   "slug": "ninar-ai"
  },
  {
   "n": "Nuggt",
   "u": "https://beta.nuggt.io/",
   "w": "AI visibility platform for marketing agencies with multi client tracking, prompt volumes, citations and white label reports.",
   "w_u": "https://beta.nuggt.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Surface how often your clients' brands appear — and where they rank — across AI search results.",
     "u": "https://beta.nuggt.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source tracking and analysis",
     "u": "https://beta.nuggt.io/"
    },
    "content": {
     "v": "partial",
     "q": "Strategic optimization recommendations",
     "u": "https://beta.nuggt.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt search volume tracking across AI platforms",
     "u": "https://beta.nuggt.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Track multiple clients, generate white-label reports",
     "u": "https://beta.nuggt.io/"
    }
   },
   "read": "2026-10-30",
   "slug": "nuggt"
  },
  {
   "n": "Oppin",
   "u": "https://oppin.ai/",
   "w": "Platform that tracks brand mentions, cited sources and query fan outs across AI search engines, for brands and agencies.",
   "w_u": "https://oppin.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand and competitors mentions",
     "u": "https://oppin.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover exactly which websites and pages are being used and cited by AI models.",
     "u": "https://oppin.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Get a clear set of on-site and off-site actions to improve your visibility in AI-generated answers.",
     "u": "https://oppin.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Target high-authority sources and focus your Digital PR and backlinks efforts where it matters.",
     "u": "https://oppin.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Understand how AI models break down your prompts into search queries across Google and Bing",
     "u": "https://oppin.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage and track unlimited brands, websites and clients.",
     "u": "https://oppin.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://oppin.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "oppin"
  },
  {
   "n": "Pineprompt",
   "u": "https://pineprompt.com/",
   "w": "Tracks mentions, sentiment, citations and competitors across AI platforms daily, for brand, agency, SaaS, SEO and ecommerce marketing teams.",
   "w_u": "https://pineprompt.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every mention of your brand in every AI answer, with position inside the answer, platform, country, and prompt context.",
     "u": "https://pineprompt.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every URL every AI cites when answering about your category.",
     "u": "https://pineprompt.com/"
    },
    "content": {
     "v": "partial",
     "q": "A concrete content-gap list, not a guess.",
     "u": "https://pineprompt.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler access checker",
     "u": "https://pineprompt.com/"
    },
    "pr": {
     "v": "partial",
     "q": "The play: join the thread",
     "u": "https://pineprompt.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Track which products AI recommends when shoppers ask",
     "u": "https://pineprompt.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt fan-out generator",
     "u": "https://pineprompt.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Report AI visibility across all your clients from one dashboard.",
     "u": "https://pineprompt.com/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://pineprompt.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07-06",
    "src": "https://pineprompt.com/changelog"
   },
   "slug": "pineprompt"
  },
  {
   "n": "Plurity AI",
   "u": "https://www.plurity.ai/",
   "w": "AEO audits, AI agent traffic analytics, question research and compliant content, for brands in regulated industries such as pharma and finance.",
   "w_u": "https://www.plurity.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We analyse how AI engines see your brand today",
     "u": "https://www.plurity.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "what they cite, what they miss, and where competitors outrank you",
     "u": "https://www.plurity.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Custom AI pipelines produce compliant, multi-format content designed to rank in both search engines and AI answers.",
     "u": "https://www.plurity.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Know which AI platforms visit your site, what questions they have, and what answers they extract.",
     "u": "https://www.plurity.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We monitor thousands of sources to surface the exact questions that people want to get answered",
     "u": "https://www.plurity.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Plurity",
   "hq": "Germany",
   "hq_src": "https://www.plurity.ai/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "plurity-ai"
  },
  {
   "n": "Prime AI Visibility",
   "u": "https://primeaivisibility.com/",
   "w": "Prime AI Visibility sells marketing teams software that saves AI answers to buyer questions, finds gaps, drafts pages and rechecks them.",
   "w_u": "https://primeaivisibility.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prime AI saves the answers ChatGPT, Claude, Perplexity and Gemini give to the questions your buyers ask.",
     "u": "https://primeaivisibility.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Exact answers and cited websites",
     "u": "https://primeaivisibility.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Update a page or draft a new one.",
     "u": "https://primeaivisibility.com/"
    },
    "technical": {
     "v": "partial",
     "q": "with optional images, FAQ schema and publishing files",
     "u": "https://primeaivisibility.com/"
    },
    "pr": {
     "v": "partial",
     "q": "digital PR programs for enterprise, telecom, healthcare, technology, travel and B2B brands.",
     "u": "https://primeaivisibility.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Questions from citation research and your website.",
     "u": "https://primeaivisibility.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and larger marketing teams managing",
     "u": "https://primeaivisibility.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.einpresswire.com/article/933452057/pyra-ai-launches-prime-ai-visibility-with-persona-based-search-for-ai-discovery",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "prime-ai-visibility"
  },
  {
   "n": "PureblueAI",
   "u": "https://www.pureblueai.com/",
   "w": "PureblueAI sells GEO services and a digital employee called Mark that monitor and improve how brands appear on AI platforms.",
   "w_u": "https://www.pureblueai.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "查看品牌是否被提及、如何被描述",
     "u": "https://www.pureblueai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "AI 回答背后的推荐概率、采信来源、排名趋势等关键结果均可追溯",
     "u": "https://www.pureblueai.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI 友好内容创作",
     "u": "https://www.pureblueai.com/"
    },
    "technical": {
     "v": "partial",
     "q": "算法优化与适配，提升 AI 的理解准确度 (algorithm optimization to improve AI understanding)",
     "u": "https://www.pureblueai.com/mkter"
    },
    "pr": {
     "v": "partial",
     "q": "多平台 AI 内容",
     "u": "https://www.pureblueai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "用户 AI 搜索意图",
     "u": "https://www.pureblueai.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Mark",
   "hq": "China",
   "hq_src": "https://www.pureblueai.com/about-us",
   "founded": 2025,
   "founded_src": "https://eu.36kr.com/en/p/3705907852800136",
   "tier": 3,
   "read": "2026-10-22",
   "launch": {
    "d": "2026-03",
    "src": "https://eu.36kr.com/en/p/3705907852800136"
   },
   "slug": "pureblueai"
  },
  {
   "n": "Quratic",
   "u": "https://www.quratic.com/",
   "w": "Quratic sells brands and agencies in Asia-Pacific AI visibility tracking, gap diagnosis and drafted pages, then re-tracks the same prompts.",
   "w_u": "https://www.quratic.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Perplexity, Google AI, and Gemini talk about your brand",
     "u": "https://www.quratic.com/"
    },
    "sources": {
     "v": "yes",
     "q": "which domains and URLs models cite in answers",
     "u": "https://www.quratic.com/about/"
    },
    "content": {
     "v": "yes",
     "q": "An AI-drafted page grounded in your evidence, ready for your team to shape.",
     "u": "https://www.quratic.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Free instant check for GPTBot, ClaudeBot, and PerplexityBot access",
     "u": "https://www.quratic.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt, fan-out, and citation gaps, ranked by impact from your own tracked data.",
     "u": "https://www.quratic.com/"
    },
    "agency": {
     "v": "yes",
     "q": "agency plans for multi-client workflows",
     "u": "https://www.quratic.com/"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://www.quratic.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "quratic"
  },
  {
   "n": "RankHound",
   "u": "https://rankhound.ai/",
   "w": "RankHound sells site owners SEO automation that researches keywords, writes articles and tracks rankings and AI visibility, now by waitlist.",
   "w_u": "https://rankhound.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Which engines name you and which name a rival instead, with the sample size.",
     "u": "https://rankhound.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI citation tracking: The pages AI reads, and the ones that name rivals and not you.",
     "u": "https://rankhound.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Articles in your voice, written against the pages that rank, waiting for your approval.",
     "u": "https://rankhound.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt tracking: The questions to be recommended for, with search volume beside each.",
     "u": "https://rankhound.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies with several sites.",
     "u": "https://rankhound.ai/about"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://rankhound.ai/about",
   "founded": 2026,
   "founded_src": "https://rankhound.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankhound"
  },
  {
   "n": "RankinLLM",
   "u": "https://rankinllm.ai/",
   "w": "AI search visibility and GEO platform measuring brand mentions, source citations and competitors, with optimization guidance and GEO services.",
   "w_u": "https://rankinllm.ai/llms.txt",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure: Track brand mentions, AI visibility, citations, and competitive presence across supported AI platforms.",
     "u": "https://rankinllm.ai/ai-instructions/"
    },
    "sources": {
     "v": "yes",
     "q": "Diagnose: Examine prompts, individual AI responses, and source citations to understand where a brand appears or is missing.",
     "u": "https://rankinllm.ai/ai-instructions/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize: Identify potential improvements across website content, technical accessibility, brand information, and external sources.",
     "u": "https://rankinllm.ai/ai-instructions/"
    },
    "pr": {
     "v": "partial",
     "q": "Source outreach planning",
     "u": "https://rankinllm.ai/ai-instructions/"
    },
    "agency": {
     "v": "partial",
     "q": "RankInLLM.ai positions its platform for brands and agencies.",
     "u": "https://rankinllm.ai/ai-instructions/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical GEO Audit; LLMs.txt Generator; Server Log Analysis",
     "u": "https://rankinllm.ai/llms.txt"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Intelligence; Discover prompt opportunities",
     "u": "https://rankinllm.ai/llms.txt"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "RankInLLM.ai",
   "hq": "India",
   "hq_src": "https://linkedin.com/company/aurorallm",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/aurorallm",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://www.producthunt.com/products/rankinllm-ai/launches"
   },
   "slug": "rankinllm-ai"
  },
  {
   "n": "Rankry",
   "u": "https://rankry.ai/",
   "w": "Rankry sells online and local businesses tracking across nine AI engines, source analysis, site audits, articles and an action plan.",
   "w_u": "https://rankry.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankry tracks your brand across 9 AI engines",
     "u": "https://rankry.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sites AI reads, who they cite and the source gaps your competitors own.",
     "u": "https://rankry.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Write from relevant sources in your brand voice.",
     "u": "https://rankry.ai/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "36 checks of crawler access, rendering, schema and content",
     "u": "https://rankry.ai/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover buyer questions, with estimated AI Volume and Google search volume",
     "u": "https://rankry.ai/pricing/"
    },
    "agency": {
     "v": "partial",
     "q": "Export it as a polished PDF for a client or your team.",
     "u": "https://rankry.ai/pricing/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankry"
  },
  {
   "n": "RankWit AI",
   "u": "https://www.rankwit.ai/",
   "w": "AI search visibility suite for hotels and destinations that tracks answers from ChatGPT, Perplexity, Claude and Gemini and supports optimization work.",
   "w_u": "https://www.rankwit.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI Share of Voice, see who gets cited, and act on it",
     "u": "https://www.rankwit.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Map the pages, reviews, guides, and blogs that feed your AI presence.",
     "u": "https://www.rankwit.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We create answer-first content built on what travelers actually ask.",
     "u": "https://www.rankwit.ai/hotel"
    },
    "technical": {
     "v": "yes",
     "q": "We fix what makes AI trust you, from core SEO (clean structure, schema, crawler access)",
     "u": "https://www.rankwit.ai/hotel"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "A growing inventory of seasonal, audience, and intent-based travel prompts, ready to use.",
     "u": "https://www.rankwit.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://www.rankwit.ai/about",
   "founded": 2025,
   "founded_src": "https://www.rankwit.ai/about",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://www.rankwit.ai/about"
   },
   "slug": "rankwit-ai"
  },
  {
   "n": "Rankwize",
   "u": "https://rankwize.io/",
   "w": "AEO platform that tracks citations across AI engines, diagnoses gaps to a target page and drafts briefs, for content and SEO teams.",
   "w_u": "https://rankwize.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track citations on up to 7 AI engines",
     "u": "https://rankwize.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Track AI citations on Google AI Overviews, ChatGPT, and Perplexity",
     "u": "https://rankwize.io/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts, rewrites, and boost scoring",
     "u": "https://rankwize.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "70–110 scored intents from your domain",
     "u": "https://rankwize.io/"
    },
    "agency": {
     "v": "partial",
     "q": "we're scoping an agency-specific SKU and an agency partner program for the back half of 2026.",
     "u": "https://rankwize.io/pricing/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankwize"
  },
  {
   "n": "Ranqo AI",
   "u": "https://ranqo.ai/",
   "w": "Suite that tracks brand presence across AI engines, audits pages and generates content, for brands and agencies.",
   "w_u": "https://ranqo.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track, analyze, and improve your brand's presence across AI search engines.",
     "u": "https://ranqo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The sites feeding AI its answers, ranked — so you know where to show up.",
     "u": "https://ranqo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate content built to be cited — structured, sourced, and formatted the way answer engines actually read.",
     "u": "https://ranqo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI bot & crawler tracking",
     "u": "https://ranqo.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "The domains AI trusts when it answers — and how to become one",
     "u": "https://ranqo.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The exact questions buyers ask AI — and whether you're in the answer",
     "u": "https://ranqo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "built for managing client brands: 10 to 50+ client workspaces",
     "u": "https://ranqo.ai/pricing"
    }
   },
   "founded": 2025,
   "founded_src": "https://ranqo.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.producthunt.com/products/ranqo/launches"
   },
   "slug": "ranqo-ai"
  },
  {
   "n": "Rebbiton",
   "u": "https://rebbiton.com",
   "w": "AI visibility platform that tracks brand mentions, citations and prompts across AI engines, with web analytics and content generation, for agencies and brands.",
   "w_u": "https://rebbiton.com",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand appears inside ChatGPT, Claude, Gemini, Perplexity, Grok, and other AI search platforms.",
     "u": "https://rebbiton.com/products/search-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor your brand mentions, citations, and competitive positioning across ChatGPT, Perplexity, and Google AI Overviews.",
     "u": "https://rebbiton.com/products/search-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Generate AI-ready content structured for better discovery and higher rankings.",
     "u": "https://rebbiton.com"
    },
    "technical": {
     "v": "yes",
     "q": "LLM Generator Robot.txt Generator Humans.txt Generator AI SEO Audit",
     "u": "https://rebbiton.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Help products appear in AI shopping recommendations and AI-generated answers.",
     "u": "https://rebbiton.com/products/search-visibility"
    },
    "prompts": {
     "v": "yes",
     "q": "Rebbiton analyzes real AI conversations to uncover the prompts, questions, and topics shaping customer discovery.",
     "u": "https://rebbiton.com/products/prompt-intelligence"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility campaigns for multiple clients with centralized analytics.",
     "u": "https://rebbiton.com/products/search-visibility"
    }
   },
   "hq": "United States",
   "hq_src": "https://rebbiton.com/resources/about-us",
   "founded": 2024,
   "founded_src": "https://rebbiton.com/resources/about-us",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/harshdudhat07_buildinpublic-startup-analytics-activity-7474711100480147456-v3_7"
   },
   "slug": "rebbiton"
  },
  {
   "n": "Refinea",
   "u": "https://refinea.io/",
   "w": "AI visibility platform that builds buyer personas, monitors AI engines, maps cited sources and creates content, for brands and agencies.",
   "w_u": "https://refinea.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Refinea monitors your visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.",
     "u": "https://refinea.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Refinea shows you which domains get cited in your category",
     "u": "https://refinea.io/"
    },
    "content": {
     "v": "yes",
     "q": "Create new content calibrated to your buyer personas and optimized for AI citation",
     "u": "https://refinea.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Automated audits for crawlability and structured data",
     "u": "https://refinea.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "we generate the prompts they would ask ChatGPT, Gemini and Perplexity, validated against our database of over one million real searches.",
     "u": "https://refinea.io/"
    },
    "agency": {
     "v": "yes",
     "q": "One platform for all your clients.",
     "u": "https://refinea.io/pricing"
    }
   },
   "hq": "Italy",
   "hq_src": "https://refinea.io/privacy",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/refinea",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "refinea"
  },
  {
   "n": "Resilient Niche",
   "u": "https://resilientniche.com/",
   "w": "AI visibility tracker and a paid playbook that show whether AI names a business and draft pages to close gaps, for service businesses.",
   "w_u": "https://resilientniche.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT and Perplexity 8 buying-intent questions about your category and show you whose names come up",
     "u": "https://resilientniche.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation tracking",
     "u": "https://resilientniche.com/ai-visibility-tracker"
    },
    "content": {
     "v": "yes",
     "q": "For every question you're losing, we draft the exact page that wins it",
     "u": "https://resilientniche.com/ai-visibility-tracker"
    },
    "technical": {
     "v": "yes",
     "q": "If a crawler can't reach your pages, you're invisible no matter how good the writing is.",
     "u": "https://resilientniche.com/ai-visibility-tracker"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We name the exact questions your buyers are asking where AI hands the answer to someone else",
     "u": "https://resilientniche.com/ai-visibility-tracker"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and portfolio owners running this across client sites.",
     "u": "https://resilientniche.com/ai-visibility-tracker"
    }
   },
   "hq": "United States",
   "hq_src": "https://resilientniche.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "resilient-niche"
  },
  {
   "n": "ReSO AI",
   "u": "https://www.resollm.ai/",
   "w": "GEO 'agentic employee': maps buyer prompts, tracks share of voice, writes AI-optimized content and fixes technical issues.",
   "w_u": "https://www.resollm.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Brand share of voice across the entire awareness-to-conversion funnel",
     "u": "https://www.resollm.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation gap analysis",
     "u": "https://resollm.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Create content that gets your brand mentioned by LLMs",
     "u": "https://www.resollm.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "High-quality backlink buildingNot includedAdd-onAdd-on",
     "u": "https://www.resollm.ai/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Fix technical issues limiting AI search visibility",
     "u": "https://resollm.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Curate a list of 75 high search intent-based prompts",
     "u": "https://resollm.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "ReSO",
   "hq": "India",
   "hq_src": "https://www.linkedin.com/company/resollm-ai",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://www.linkedin.com/posts/swatipaliwal1_were-finally-live-on-product-hunt-with-reso-activity-7514613855956893697-bIBi"
   },
   "slug": "reso"
  },
  {
   "n": "Ripplix",
   "u": "https://ripplix.io/",
   "w": "AI visibility platform that measures brand presence across ChatGPT, Gemini, Perplexity, Claude and Google AI, for marketing and SEO teams and agencies.",
   "w_u": "https://ripplix.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand appears across AI search",
     "u": "https://ripplix.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Explore the prompts, citations, sources and competitive signals influencing visibility.",
     "u": "https://ripplix.io/"
    },
    "content": {
     "v": "yes",
     "q": "Make your content easier for AI to discover and use.",
     "u": "https://ripplix.io/"
    },
    "technical": {
     "v": "yes",
     "q": "check whether the crawlers that matter can access your site",
     "u": "https://ripplix.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Understand which discussions and communities are influencing how AI talks about your category.",
     "u": "https://ripplix.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover prompts from real discussions, search behaviour and AI-generated fan-out queries.",
     "u": "https://ripplix.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can also use it to monitor multiple client brands from a single account.",
     "u": "https://ripplix.io/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://www.tribuneindia.com/news/business/the-next-search-frontier-how-ripplix-is-helping-brands-navigate-ai-discovery/"
   },
   "slug": "ripplix"
  },
  {
   "n": "Rivo.ai",
   "u": "https://tryrivo.ai/",
   "w": "Tool that monitors brand mentions in ChatGPT, Claude and Gemini, finds prompts and gives optimization steps, for companies.",
   "w_u": "https://tryrivo.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Unser System sendet automatisch relevante Prompts an verschiedene KI-Modelle und analysiert die Antworten auf Erwähnungen Ihres Unternehmens.",
     "u": "https://tryrivo.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "identifizieren Sie schädliche Quellen sofort",
     "u": "https://tryrivo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Sie optimierte Texte direkt mit Rivo Ai.",
     "u": "https://tryrivo.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "technische Daten unvollständig?",
     "u": "https://tryrivo.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Nutzen Sie tägliche KI-Daten für Ihre Outreach-Planung",
     "u": "https://tryrivo.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Rivo analysiert Ihre Branche und zeigt, welche Prompts Ihre Zielgruppe nutzt",
     "u": "https://tryrivo.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Bis zu 5 Projekte",
     "u": "https://tryrivo.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://tryrivo.ai/impressum/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rivo-ai"
  },
  {
   "n": "SavannaBay",
   "u": "https://www.savannabay.com/en/",
   "w": "Finds the questions people ask ChatGPT and Perplexity, checks if your brand is cited, and gives a content plan to get recommended.",
   "w_u": "https://www.savannabay.com/en/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Check if your brand is getting cited and who are your real competitors.",
     "u": "https://www.savannabay.com/en/"
    },
    "sources": {
     "v": "partial",
     "q": "Sources Cited",
     "u": "https://www.savannabay.com/en/"
    },
    "content": {
     "v": "yes",
     "q": "Connect Savannabay to your GPT or Claude account and get next level guidance to write your content",
     "u": "https://www.savannabay.com/en/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For professionals or agencies running multiple niches",
     "u": "https://www.savannabay.com/en/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "In one click, see what questions to answer",
     "u": "https://www.savannabay.com/en/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "savannabay"
  },
  {
   "n": "scaile",
   "u": "https://scaile.tech/",
   "w": "Content platform with a dedicated strategist for enterprises and agencies that finds buyer questions, tests AI answers, and publishes content for AI search.",
   "w_u": "https://scaile.tech/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We test how ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews answer those questions today",
     "u": "https://scaile.tech/"
    },
    "sources": {
     "v": "yes",
     "q": "who gets named, which sources get cited and what the models search for behind the scenes",
     "u": "https://scaile.tech/"
    },
    "content": {
     "v": "yes",
     "q": "Our content engine writes answer-first content from your facts and fresh research",
     "u": "https://scaile.tech/"
    },
    "technical": {
     "v": "partial",
     "q": "103 checks, an instant score, no account",
     "u": "https://scaile.tech/"
    },
    "pr": {
     "v": "partial",
     "q": "Which sources answers cite, and where a citation is winnable.",
     "u": "https://scaile.tech/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Watch a shopping agent try to buy from your shop",
     "u": "https://scaile.tech/"
    },
    "prompts": {
     "v": "yes",
     "q": "Custom Enterprise and Agency plans for AI search: prompt research, tracking across up to 9 answer engines",
     "u": "https://scaile.tech/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Serve more clients with scaile",
     "u": "https://scaile.tech/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://scaile.tech/about",
   "founded": 2025,
   "founded_src": "https://scaile.tech/llms.txt",
   "read": "2026-11-02",
   "slug": "scaile"
  },
  {
   "n": "Search OS",
   "u": "https://searchos.io/",
   "w": "Search OS makes large brand sites readable to AI and search engines, then creates, deploys and measures content on them.",
   "w_u": "https://searchos.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run scheduled checks on the queries that matter and see which AI answers cite your pages as the source.",
     "u": "https://searchos.io/"
    },
    "sources": {
     "v": "partial",
     "q": "Your pages cited in AI answers",
     "u": "https://searchos.io/"
    },
    "content": {
     "v": "yes",
     "q": "Improve existing content and create new assets aligned with your brand context.",
     "u": "https://searchos.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Raw fetch logs from ChatGPT, Perplexity, Gemini, Claude, and more — captured and charted as-is.",
     "u": "https://searchos.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We analyze large-scale search and AI query data to find the topics customers actually look for",
     "u": "https://searchos.io/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "South Korea",
   "hq_src": "https://searchos.io/",
   "founded": 2025,
   "founded_src": "https://en.wowtale.net/2026/03/17/233689/",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "search-os"
  },
  {
   "n": "SeenAndCited",
   "u": "https://seenandcited.ai/",
   "w": "AI visibility operating system covering discovery, improvement work and outcome reporting, sold to agencies and businesses managing their own visibility.",
   "w_u": "https://seenandcited.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Citation evidence comes from retrieval-enabled surfaces",
     "u": "https://seenandcited.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources and citations assessed",
     "u": "https://seenandcited.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content & Publishing",
     "u": "https://seenandcited.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI crawler and referral activity across managed websites, with country, path and frequency detail.",
     "u": "https://seenandcited.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Map the prompt universe, competitors and authority footprint so direction is set on evidence, not guesswork.",
     "u": "https://seenandcited.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Discovery",
     "u": "https://seenandcited.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "client-management, workflow, reporting and white-label capabilities",
     "u": "https://seenandcited.ai/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://linkedin.com/company/seenandcited",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/seenandcited",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seenandcited"
  },
  {
   "n": "SEMAI AI",
   "u": "https://semai.ai/",
   "w": "AI visibility platform that tracks brand appearance in AI answers and generates a content plan, with a managed option, sold to B2B teams and agencies.",
   "w_u": "https://semai.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions across ChatGPT, Gemini, Perplexity, and Google AI Overviews.",
     "u": "https://semai.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Whether you're cited in AI answers",
     "u": "https://semai.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate AEO-structured content in-platform",
     "u": "https://semai.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "AEO Audit & Optimization: Audit Report, Scoring Engine, Optimization Gaps",
     "u": "https://semai.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "SEMAI measures LLM query volume: the actual demand behind questions asked in ChatGPT, Gemini, and Perplexity.",
     "u": "https://semai.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Built for multi-brand and agency work",
     "u": "https://semai.ai/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://www.einpresswire.com/article/844977044/from-seo-to-aeo-geo-semai-debuts-as-the-first-ai-native-platform-with-outcome-based-product-as-a-service",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "semai-ai"
  },
  {
   "n": "SEOAI",
   "u": "https://seoai.de/en/",
   "w": "Tracks how AI platforms cite a brand by market and city for businesses, agencies and SEO teams, and shows why answers omit it.",
   "w_u": "https://seoai.de/en/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often do AI answers cite and mention your brand?",
     "u": "https://seoai.de/en/"
    },
    "sources": {
     "v": "yes",
     "q": "Every tracked answer reveals which brands AI recommends and which sites it cites.",
     "u": "https://seoai.de/en/"
    },
    "content": {
     "v": "yes",
     "q": "audits your page paragraph by paragraph against the page AI cites instead",
     "u": "https://seoai.de/en/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "SEOAI shows you these fan-out queries",
     "u": "https://seoai.de/en/"
    },
    "agency": {
     "v": "yes",
     "q": "Client-ready PDF reports with your agency's logo and accent color.",
     "u": "https://seoai.de/en/"
    }
   },
   "hq": "Bulgaria",
   "hq_src": "https://seoai.de/en/legal-notice/",
   "read": "2026-11-02",
   "slug": "seoai"
  },
  {
   "n": "SEOPulse",
   "u": "https://seopulse.io/",
   "w": "AI visibility platform that tracks how AI engines mention and cite brands across markets and languages, sold to in house teams, enterprises and agencies.",
   "w_u": "https://seopulse.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Gemini, Perplexity and other AI platforms mention, cite and recommend your brand across markets and languages with SEOPulse.",
     "u": "https://seopulse.io/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources are cited in each market",
     "u": "https://seopulse.io/"
    },
    "content": {
     "v": "yes",
     "q": "offers white-label content packages that turn content briefs into finished pages",
     "u": "https://seopulse.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "We show you what buyers are asking in ChatGPT, Gemini, Perplexity and Google AI and from their city.",
     "u": "https://seopulse.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can deliver the content under their own brand.",
     "u": "https://seopulse.io/"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://seopulse.io/about/",
   "founded": 2026,
   "founded_src": "https://seopulse.io/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seopulse"
  },
  {
   "n": "Sitesignal",
   "u": "https://sitesignal.app/",
   "w": "AI visibility platform for agencies: white-label reports, weekly AEO to-do list, hallucination checks across ChatGPT, Gemini, Perplexity, AI Overviews.",
   "w_u": "https://sitesignal.app/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Pick any buyer question and see how each AI engine answered it, whether your client was named, which sources it cited",
     "u": "https://sitesignal.app/"
    },
    "sources": {
     "v": "yes",
     "q": "The full AI answer and every source it cited",
     "u": "https://sitesignal.app/"
    },
    "content": {
     "v": "yes",
     "q": "Every week, each client gets a ranked to-do list built from their own site and the answers AI engines gave. Each task says what to change",
     "u": "https://sitesignal.app/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Put your agency's name on every AI search report.",
     "u": "https://sitesignal.app/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Diagnosis",
     "u": "https://sitesignal.app"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/nyasith_how-i-got-to-know-my-brand-is-recognised-activity-7394653852207235072-1CH0"
   },
   "slug": "sitesignal"
  },
  {
   "n": "SourceWatch",
   "u": "https://sourcewatch.ai/",
   "w": "AI visibility tool that tracks prompts across AI engines, reads server logs for AI crawlers and passes fixes to coding agents.",
   "w_u": "https://sourcewatch.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Brand mention rate, share of voice + sentiment",
     "u": "https://sourcewatch.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "The domains the models cite instead of you",
     "u": "https://sourcewatch.ai/"
    },
    "content": {
     "v": "yes",
     "q": "The same agent that builds your site rewrites the page, adds the schema, and ships it.",
     "u": "https://sourcewatch.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "every AI crawler that fetched the page and every visitor AI sent you",
     "u": "https://sourcewatch.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Real search-volume data on tracked + suggested prompts",
     "u": "https://sourcewatch.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "AI visibility tracking that scales from one brand to a full agency",
     "u": "https://sourcewatch.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sourcewatch"
  },
  {
   "n": "SpyderBot",
   "u": "https://spyderbot.net/",
   "w": "GEO analytics platform measuring how ChatGPT, Gemini, Claude and other AI systems mention, recommend and cite a brand, plus AI crawler and referral tracking.",
   "w_u": "https://spyderbot.net/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt Intelligence — Measure AI responses across the prompts that matter most to your business",
     "u": "https://spyderbot.net/"
    },
    "sources": {
     "v": "partial",
     "q": "AI systems mention, recommend, cite, and discover your brand",
     "u": "https://spyderbot.net/"
    },
    "content": {
     "v": "partial",
     "q": "GEO (Generative Engine Optimization) analytics measures your visibility inside those answers so you can understand and improve how AI represents your brand.",
     "u": "https://spyderbot.net/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Monitor how AI systems discover, crawl, and reference your website",
     "u": "https://spyderbot.net/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Explorer, response comparison, historical monitoring",
     "u": "https://spyderbot.net/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.producthunt.com/products/spyderbot"
   },
   "slug": "spyderbot"
  },
  {
   "n": "Superlines",
   "u": "https://www.superlines.io/",
   "w": "AI search intelligence for enterprise teams and agencies: mentions, position, share of voice and citations across AI engines, via UI, API, MCP.",
   "w_u": "https://www.superlines.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Granular visibility into brand mentions, position, share of voice, citations and competitors across ChatGPT, Gemini, Perplexity and Google AI",
     "u": "https://www.superlines.io/"
    },
    "sources": {
     "v": "yes",
     "q": "See which URLs AI models prefer and how your brand is framed.",
     "u": "https://www.superlines.io/"
    },
    "content": {
     "v": "yes",
     "q": "Article Generator 5 AEO articles / month ... Schema Optimizer 10 / month",
     "u": "https://www.superlines.io/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI Search visibility across client portfolios from one platform ... plus flexible client reporting and partner benefits.",
     "u": "https://www.superlines.io/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "AI Bot Crawler Analytics — monitor which AI crawlers visit your pages, with path and referrer breakdowns",
     "u": "https://www.superlines.io/changelog"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-Out Analytics — see the actual web search queries that AI models execute when generating answers to your tracked prompts",
     "u": "https://www.superlines.io/changelog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Finland",
   "hq_src": "https://www.superlines.io/about",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.superlines.io/changelog"
   },
   "slug": "superlines"
  },
  {
   "n": "Surfacd",
   "u": "https://surfacd.com/",
   "w": "Surfacd sells AI visibility tracking to brands, with a free trial. It tracks brand visibility, rankings, sentiment and cited sources across ChatGPT, Gemini, Perplexity, Copilot and Google AI Mode. A Reputation layer groups what AI says into narratives and themes, and an API and MCP server give access to the data.",
   "w_u": "https://surfacd.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every mention of your brand across AI platforms. Know when you're recommended, how you're positioned, and what context surrounds your brand.",
     "u": "https://surfacd.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources AI models cite most. Target high-influence domains to boost your visibility.",
     "u": "https://surfacd.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Report on the web searches AI platforms run for your prompts",
     "u": "https://docs.surfacd.com/changelog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://uk.linkedin.com/company/clarity-global-agency",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://marcommnews.com/clarity-global-launches-surfacd-to-close-the-ai-visibility-gap-for-b2b-brands/"
   },
   "slug": "surfacd"
  },
  {
   "n": "Teun.ai",
   "u": "https://teun.ai/",
   "w": "AI visibility scans, AI rank tracking, GEO audits and prompt research tools for Dutch and international businesses.",
   "w_u": "https://teun.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Elke prompt wordt live bevraagd bij ChatGPT Search en Perplexity.",
     "u": "https://teun.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Expand a prompt to see, per AI platform, the fragment from the answer, which other brands are mentioned and which sources the platform uses.",
     "u": "https://teun.ai/en/updates"
    },
    "content": {
     "v": "yes",
     "q": "GEO Optimalisatie DIY Je pagina's optimaliseren",
     "u": "https://teun.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "URL invoeren → score op techniek, content, schema en live Perplexity-test.",
     "u": "https://teun.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "aanwezigheid in bronnen die AI wél leest (Reddit, G2, Trustpilot, vakmedia)",
     "u": "https://teun.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "10 commerciële AI zoekvragen met volumes.",
     "u": "https://teun.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "We zien sterke resultaten bij MKB-bedrijven, SaaS-startups, webshops, zzp'ers en bureaus.",
     "u": "https://teun.ai/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://teun.ai/over-ons",
   "founded": 2024,
   "founded_src": "https://teun.ai/over-ons",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "teun-ai"
  },
  {
   "n": "The Prompting Company",
   "u": "https://promptingcompany.com/",
   "w": "Finds questions users ask AI, generates AI-optimized content so products get cited, and measures AI traffic and mentions.",
   "w_u": "https://promptingcompany.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Increase AI traffic & mentions ... Measure incoming traffic and mentions from AI bots.",
     "u": "https://promptingcompany.com/"
    },
    "content": {
     "v": "yes",
     "q": "Develop content optimized for AI to establish you as the leading source referenced by AI.",
     "u": "https://promptingcompany.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Measure incoming traffic and mentions from AI bots.",
     "u": "https://promptingcompany.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the exact questions your users ask.",
     "u": "https://promptingcompany.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.ycombinator.com/companies/the-prompting-company",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/promptingcompany",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/michelle-marcelline_launch-yc-the-prompting-company-we-help-activity-7364700997589348353-WNbs"
   },
   "slug": "the-prompting-company"
  },
  {
   "n": "TopCited",
   "u": "https://topcited.ai/",
   "w": "A GEO platform that monitors AI answers, audits sites and generates and scores content so brands get cited by ChatGPT and Gemini.",
   "w_u": "https://topcited.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, rank, and sentiment",
     "u": "https://topcited.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See who AI cites instead of you",
     "u": "https://topcited.ai"
    },
    "content": {
     "v": "yes",
     "q": "Rewrites, re-scores, and iterates until the content is optimized for AI citation.",
     "u": "https://topcited.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Find technical and AI-readiness gaps",
     "u": "https://topcited.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "We'll audit your top 10 products across ChatGPT, Gemini, and Grok",
     "u": "https://topcited.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover the questions your buyers ask",
     "u": "https://topcited.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "TopCited CORE",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "topcited"
  },
  {
   "n": "Topify",
   "u": "https://topify.ai/",
   "w": "GEO platform tracking brand mentions, citations and competitors in ChatGPT, Gemini, Perplexity and AI Overviews, with content and agent actions.",
   "w_u": "https://topify.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across 4 AI engines",
     "u": "https://topify.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Reverse-Engineer AI Citations",
     "u": "https://topify.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize with Content, Actions, and Agents",
     "u": "https://topify.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Topify gives agencies the data and workflow to monitor, report on, and improve AI search visibility across every client account",
     "u": "https://topify.ai/use-cases/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "AI Robots Checker",
     "u": "https://topify.ai"
    },
    "prompts": {
     "v": "yes",
     "q": "High-Value Prompt Discovery",
     "u": "https://topify.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://topify.ai/terms-of-service",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/topify-ai",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/topify-ai_research-activity-7397549841154916353-ijRq"
   },
   "slug": "topify"
  },
  {
   "n": "Tracemetry",
   "u": "https://tracemetry.com/",
   "w": "A workspace that tracks brand presence in AI answers and generates, reviews and publishes content, for agencies and B2B teams.",
   "w_u": "https://tracemetry.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether your brand actually appears — and how it appears — across ChatGPT, Perplexity, Gemini, Claude, and AI Overviews.",
     "u": "https://tracemetry.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Shared topic gaps, page-type asymmetries, citation patterns, missing proof surfaces",
     "u": "https://tracemetry.com/"
    },
    "content": {
     "v": "yes",
     "q": "generate, review, publish, and measure it from one workspace",
     "u": "https://tracemetry.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Each type ships with its own generation blueprint, schema recommendation, internal linking template",
     "u": "https://tracemetry.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "For e-commerce",
     "u": "https://tracemetry.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Identifies high-value prompt clusters, missing page types, and weak topical coverage",
     "u": "https://tracemetry.com/"
    },
    "agency": {
     "v": "yes",
     "q": "20 client workspaces",
     "u": "https://tracemetry.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "tracemetry"
  },
  {
   "n": "Track My Visibility",
   "u": "https://trackmyvisibility.com/",
   "w": "AI visibility tracker for prompts, citations, sentiment and competitors across ChatGPT, Gemini, Perplexity and AI Overviews, with fixes.",
   "w_u": "https://trackmyvisibility.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Add your prompts today and tomorrow you’ll know how ChatGPT, Gemini, Perplexity and AI Overviews talk about you.",
     "u": "https://trackmyvisibility.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See URL-level citation reports, confirm how often your site is referenced by AI tools, and benchmark against competitors.",
     "u": "https://trackmyvisibility.com/"
    },
    "content": {
     "v": "yes",
     "q": "On-page, off-page and technical fixes with priority, effort and copyable steps.",
     "u": "https://trackmyvisibility.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Citation opportunities Discover sources to target",
     "u": "https://trackmyvisibility.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client reports",
     "u": "https://trackmyvisibility.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Robots.txt Generator for AI | LLMs.txt Generator | AI Search Crawler & Token Inspector",
     "u": "https://trackmyvisibility.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fan-out Generator | Target Prompt Generator",
     "u": "https://trackmyvisibility.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "TMV",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/track-my-visibility",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.linkedin.com/posts/track-my-visibility_track-my-visibility-demo-ver-10-how-activity-7422600860825964544-LyMp"
   },
   "slug": "track-my-visibility"
  },
  {
   "n": "Trackee",
   "u": "https://www.trackee.dev/",
   "w": "An API, MCP server and dashboard that report brand rankings, mentions, citations and share of voice, for developers, agencies and marketers.",
   "w_u": "https://www.trackee.dev/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mentions, rank, and sentiment across ChatGPT, Claude, Gemini, Grok, and Perplexity.",
     "u": "https://www.trackee.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "The exact pages AI cites, so you know where to earn coverage.",
     "u": "https://www.trackee.dev/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "How often keywords are searched inside AI assistants, with a monthly trend.",
     "u": "https://www.trackee.dev/"
    },
    "agency": {
     "v": "partial",
     "q": "Trackee is for developers, SaaS builders, agencies, and marketers",
     "u": "https://www.trackee.dev/about"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "trackee"
  },
  {
   "n": "unspooly",
   "u": "https://unspooly.ai/",
   "w": "An AI visibility platform that tracks brand mentions in ChatGPT, Gemini and Perplexity and visitors they send, for small businesses and agencies.",
   "w_u": "https://unspooly.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Unspooly suggests the questions your customers ask AI, checks them daily, and shows where you appear.",
     "u": "https://unspooly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages and review sites AI search engines cite when they answer questions about your market.",
     "u": "https://unspooly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "find content gaps that may keep you out of AI answers",
     "u": "https://unspooly.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Unspooly connects crawler visits, AI recommendations and real visits on one dashboard",
     "u": "https://unspooly.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI search engines run their own searches before they answer. Unspooly collects those searches from your audits",
     "u": "https://unspooly.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency plans include multiple client workspaces in one account.",
     "u": "https://unspooly.ai/"
    }
   },
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/unspooly",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "unspooly"
  },
  {
   "n": "Vantage",
   "u": "https://vantagemcp.dev/",
   "w": "An MCP server that checks whether AI answer engines cite a brand, sold to users of coding agents and MCP clients.",
   "w_u": "https://vantagemcp.dev/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Vantage checks whether ChatGPT, Gemini, Perplexity and Google's AI Overview cite your brand.",
     "u": "https://vantagemcp.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "Who dominates AI-answer citations for a topic, whether a domain is among them",
     "u": "https://vantagemcp.dev/"
    },
    "content": {
     "v": "yes",
     "q": "Diffs your own page against the winning answer for a keyword and returns a fix brief",
     "u": "https://vantagemcp.dev/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "then where to get mentioned off your site",
     "u": "https://vantagemcp.dev/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the questions where AI answers already cite your site, most asked first",
     "u": "https://vantagemcp.dev/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Vantage MCP",
   "hq": "Australia",
   "hq_src": "https://vantagemcp.dev/legal/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08-14",
    "src": "https://vantagemcp.dev/changelog/"
   },
   "slug": "vantage"
  },
  {
   "n": "Visiblie",
   "u": "https://www.visiblie.com/",
   "w": "AI visibility company: monitoring platform plus done-for-you GEO that builds content, entity signals and schema to get brands into AI answers.",
   "w_u": "https://www.visiblie.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Monitoring Track brand mentions across ChatGPT, Claude, Gemini & more",
     "u": "https://www.visiblie.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Earns citations where models actually source answers: Reddit threads, forums, and community Q&A",
     "u": "https://www.visiblie.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content briefs and full article drafts; Schema markup, structured data, entity disambiguation",
     "u": "https://www.visiblie.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Community signal strategy (Reddit, LinkedIn)",
     "u": "https://www.visiblie.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "License the Visiblie platform for your agency and add AI visibility to your service line. A clear partner boundary: you deliver, under your brand.",
     "u": "https://www.visiblie.com/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Visiblie builds the structured data and entity graphs that let AI parse who you are and what you do",
     "u": "https://www.visiblie.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Surface the exact questions buyers ask AI before they ever reach your funnel.",
     "u": "https://www.visiblie.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://www.visiblie.com/about",
   "founded": 2025,
   "founded_src": "https://www.visiblie.com/about",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/domien-van-damme_ai-visibility-platform-for-brand-monitoring-activity-7346452044930564097-7_w2"
   },
   "slug": "visiblie"
  },
  {
   "n": "WhiteRank",
   "u": "https://whiterank.io/",
   "w": "Tracks how AI engines mention and cite a brand, audits sites and logs AI crawlers, for agencies and in house teams.",
   "w_u": "https://whiterank.io/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See when ChatGPT, Gemini, Claude, Perplexity, and Google AI mention you",
     "u": "https://whiterank.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which competitors AI systems cite instead of you.",
     "u": "https://whiterank.io/"
    },
    "content": {
     "v": "yes",
     "q": "Get topic and content recommendations designed for AI search discovery.",
     "u": "https://whiterank.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Track which AI crawlers visit your pages",
     "u": "https://whiterank.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Insights",
     "u": "https://whiterank.io/"
    },
    "agency": {
     "v": "partial",
     "q": "The plan agencies and in-house teams use to scale AI SEO deliverables.",
     "u": "https://whiterank.io/pricing/"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://www.linkedin.com/posts/iietmoon_introducing-whiterank-rank-higher-in-ai-activity-7415130876982009856-9MKB"
   },
   "slug": "whiterank"
  },
  {
   "n": "Zero Click Brand",
   "u": "https://zeroclickbrand.com/",
   "w": "AI brand monitoring platform that tracks how AI models mention a brand, with sentiment, competitor benchmarks, query discovery and content suggestions.",
   "w_u": "https://zeroclickbrand.com/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Claude, Gemini, Grok, Mistral, DeepSeek and 5+ more models mention your brand.",
     "u": "https://zeroclickbrand.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "AI-generated recommendations on exactly what to publish to improve how models describe your brand.",
     "u": "https://zeroclickbrand.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover which questions people ask AI about your industry",
     "u": "https://zeroclickbrand.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/zeroclickbrand",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zero-click-brand"
  },
  {
   "n": "ZeroRank AI",
   "u": "https://zerorank.ai/",
   "w": "Tracks AI search visibility across models, shows cited sources, and generates or optimizes content and fixes.",
   "w_u": "https://zerorank.ai/",
   "cat": "ai-native",
   "sub": "prompts",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility tracking Where you show up, across every model",
     "u": "https://zerorank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Domain types Where the citations come from ... Top sources Most referenced across active models",
     "u": "https://zerorank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI search optimization On-page, off-page and technical fixes",
     "u": "https://zerorank.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "AI search optimization On-page, off-page and technical fixes",
     "u": "https://zerorank.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies Unlimited seats, white-label reports",
     "u": "https://zerorank.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "AI Traffic; AI Traffic and Sources pages",
     "u": "https://zerorank.ai/changelog"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt research: The questions your buyers actually ask",
     "u": "https://zerorank.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "ZeroRank",
   "founded": 2025,
   "founded_src": "https://zerorank.ai/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/zerorank/launches"
   },
   "slug": "zerorank"
  },
  {
   "n": "Adviora",
   "u": "https://adviora.ai/",
   "w": "AI search visibility platform that measures mentions and citations across six AI engines, ranks fixes, and sells fixed-price done-for-you packs.",
   "w_u": "https://adviora.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility: How often AI engines name you.",
     "u": "https://adviora.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Intelligence: Sources AI engines trust.",
     "u": "https://adviora.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI Answer Readiness [price] Pages AI engines can quote.",
     "u": "https://adviora.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies: Clients and reports in one place.",
     "u": "https://adviora.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Access Fix from [price]",
     "u": "https://adviora.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://tatvaone.ai/contact",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08-28",
    "src": "https://www.linkedin.com/posts/adviora-ai_advioraai-aiinmarketing-marketingintelligence-activity-7499104914036375552-Q4hc"
   },
   "slug": "adviora"
  },
  {
   "n": "Aeloria",
   "u": "https://aeloria.ai/",
   "w": "A platform that scores what ChatGPT, Gemini and Perplexity say about a brand, ranks fixes and re-measures them, for brands and agencies.",
   "w_u": "https://aeloria.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buyers' real questions, written natively in each market you choose, run across engines.",
     "u": "https://aeloria.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "the sentence an engine lifted from a competitor, the page it took it from",
     "u": "https://aeloria.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Each one says exactly what to change, on your site and beyond it.",
     "u": "https://aeloria.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Your own site, audited the way an AI crawler reads it",
     "u": "https://aeloria.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Fixes land where AI actually reads: your pages, listings, review platforms, the third-party sites it cites.",
     "u": "https://aeloria.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Your buyers' real questions, written natively in each market you choose",
     "u": "https://aeloria.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Every client side by side in one cockpit",
     "u": "https://aeloria.ai/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://aeloria.ai/",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/aeloria-swiss",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeloria"
  },
  {
   "n": "AEO Analyzers",
   "u": "https://aeoanalyzers.com/",
   "w": "Answer engine optimization software that measures whether AI engines retrieve, describe and cite a site, and supplies paste ready schema and content rewrites.",
   "w_u": "https://aeoanalyzers.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask the real answer engines your buyers' questions, multiple times each",
     "u": "https://aeoanalyzers.com/"
    },
    "sources": {
     "v": "yes",
     "q": "showing who they actually cite",
     "u": "https://aeoanalyzers.com/"
    },
    "content": {
     "v": "yes",
     "q": "Unlock every fix — paste-ready schema, content rewrites, and the full Word report — with a",
     "u": "https://aeoanalyzers.com/"
    },
    "technical": {
     "v": "yes",
     "q": "paste-ready JSON-LD (verified vs. guessed), content rewrites, a prioritized checklist",
     "u": "https://aeoanalyzers.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Need high-volume sweeps, more domains, or white-label reports?",
     "u": "https://aeoanalyzers.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-analyzers"
  },
  {
   "n": "AEOArc",
   "u": "https://aeoarc.com/",
   "w": "An LLM optimization platform for business owners and marketers that tracks AI answers, drafts fixes and publishes them to the CMS after approval.",
   "w_u": "https://aeoarc.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track what configured AI and search-observed surfaces say about you, show why competitors win",
     "u": "https://aeoarc.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Which prompts mention competitors instead of you, which sources AI engines cite",
     "u": "https://aeoarc.com/"
    },
    "content": {
     "v": "yes",
     "q": "AEOArc drafts the missing pages, schema, and fixes in your brand's style",
     "u": "https://aeoarc.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler checker",
     "u": "https://aeoarc.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Universe Heatmap",
     "u": "https://aeoarc.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label AI visibility reports, multi-client dashboards, and team collaboration for agencies.",
     "u": "https://aeoarc.com/agencies"
    }
   },
   "read": "2026-11-02",
   "slug": "aeoarc"
  },
  {
   "n": "AEOstart",
   "u": "https://aeostart.com/",
   "w": "A B2B SaaS tool that scans how AI models perceive a brand, finds citation gaps and generates content, llms.txt and schema files for businesses.",
   "w_u": "https://aeostart.com/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI visibility across major platforms",
     "u": "https://aeostart.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Identify where competitors are cited and you're not",
     "u": "https://aeostart.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Optimize content for AI consumption and citation",
     "u": "https://aeostart.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "LLMs.txt Generator",
     "u": "https://aeostart.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://www.producthunt.com/products/aeostart/launches"
   },
   "slug": "aeostart"
  },
  {
   "n": "Agent Number 10",
   "u": "https://agentnumber10.com/",
   "w": "An AI agent that tracks a site in AI answers and search, writes content and technical fixes and re-checks them, for agencies and marketing teams.",
   "w_u": "https://agentnumber10.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Share of answers that cite or name you, per engine",
     "u": "https://agentnumber10.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every citation traced to the page it came from",
     "u": "https://agentnumber10.com/"
    },
    "content": {
     "v": "yes",
     "q": "Writes the actual fix: the paragraph, the schema, the heading",
     "u": "https://agentnumber10.com/"
    },
    "technical": {
     "v": "yes",
     "q": "pages crawlers cannot read, missing structure, content engines do not trust",
     "u": "https://agentnumber10.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Off-page: the sources AI trusts, and which ones cite competitors instead of you",
     "u": "https://agentnumber10.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Ten client domains, one agent, one workspace.",
     "u": "https://agentnumber10.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "agent-number-10"
  },
  {
   "n": "AI Citation Monitor",
   "u": "https://aicitationmonitor.com/",
   "w": "A tool that checks whether ChatGPT, Perplexity, Gemini, Google AI Overviews and Copilot cite a brand, sold to brands and agencies.",
   "w_u": "https://aicitationmonitor.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Perplexity, Google AI Overviews, Gemini, ChatGPT and Microsoft Copilot in one place",
     "u": "https://aicitationmonitor.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact pages and third-party sites the engines pull from",
     "u": "https://aicitationmonitor.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every gap ships with the real fix: the page to write, the source to earn",
     "u": "https://aicitationmonitor.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Robots.txt Generator | Schema Generator | llms.txt Generator",
     "u": "https://aicitationmonitor.com/"
    },
    "pr": {
     "v": "partial",
     "q": "so you know precisely where to go earn a citation",
     "u": "https://aicitationmonitor.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We run the real buyer questions your customers ask AI",
     "u": "https://aicitationmonitor.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Full white-label for clients.",
     "u": "https://aicitationmonitor.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://aicitationmonitor.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-citation-monitor"
  },
  {
   "n": "AI Mention You",
   "u": "https://aimentionyou.com/",
   "w": "An AI visibility checker and GEO tracker for SaaS, ecommerce and agencies that scores citations and generates an action plan.",
   "w_u": "https://aimentionyou.com/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor whether ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews mention your brand",
     "u": "https://aimentionyou.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "See where AI cites your domain.",
     "u": "https://aimentionyou.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Audit content for AI visibility gaps.",
     "u": "https://aimentionyou.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Audit how AI-friendly your site is.",
     "u": "https://aimentionyou.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Surface customer search queries.",
     "u": "https://aimentionyou.com/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting",
     "u": "https://aimentionyou.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "ai-mention-you"
  },
  {
   "n": "AI Page Ready",
   "u": "https://aipageready.com",
   "w": "A white label audit widget that SEO and marketing agencies embed on their sites to give prospects AI visibility reports and capture leads.",
   "w_u": "https://aipageready.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether ChatGPT and Gemini recommend your prospect’s brand or its competitors",
     "u": "https://aipageready.com"
    },
    "sources": {
     "v": "yes",
     "q": "and which pages their answers cite",
     "u": "https://aipageready.com"
    },
    "content": {
     "v": "yes",
     "q": "Run 40+ checks across schema markup, LLM-friendly content, accessibility, and page performance.",
     "u": "https://aipageready.com"
    },
    "technical": {
     "v": "yes",
     "q": "Run 40+ checks across schema markup, LLM-friendly content, accessibility, and page performance.",
     "u": "https://aipageready.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Embed a white-label AEO audit widget on your agency site.",
     "u": "https://aipageready.com"
    }
   },
   "hq": "India",
   "hq_src": "https://linkedin.com/company/ai-page-ready",
   "founded": 2025,
   "founded_src": "https://inc42.com/company/ai-page-ready/people/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/sidatsaha_ai-page-ready-ai-seo-for-startups-get-activity-7333397514630377472-Z51e"
   },
   "slug": "ai-page-ready"
  },
  {
   "n": "AI Rank Lab",
   "u": "https://www.airanklab.com/",
   "w": "GEO/AEO platform that tracks brand visibility in ChatGPT, Gemini, Perplexity and Claude, gives optimization recommendations and publishes content.",
   "w_u": "https://www.airanklab.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand's visibility in ChatGPT, Gemini, Perplexity & Claude.",
     "u": "https://www.airanklab.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Real-time GEO/AEO tools, citation tracking, GA4 attribution & free SEO suite.",
     "u": "https://www.airanklab.com/"
    },
    "content": {
     "v": "yes",
     "q": "Get AI-powered optimization recommendations and publish SEO content — all from one dashboard.",
     "u": "https://www.airanklab.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink authority building",
     "u": "https://www.airanklab.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-Brand / Multi-Client Dashboard",
     "u": "https://www.airanklab.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI bot tracking, citation analytics, competitor analysis, content optimization, and more.",
     "u": "https://www.airanklab.com/about"
    },
    "prompts": {
     "v": "partial",
     "q": "Search volume, difficulty & competitor gap",
     "u": "https://www.airanklab.com/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.airanklab.com/contact",
   "founded": 2025,
   "founded_src": "https://www.airanklab.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08-10",
    "src": "https://www.airanklab.com/blog/the-complete-guide-to-free-claude-rank-tracking-tools-in-2025"
   },
   "slug": "ai-rank-lab"
  },
  {
   "n": "AIEthos LLC",
   "u": "https://www.aiethos.ai/",
   "w": "A GEO platform that audits how ChatGPT, Claude and Gemini perceive and cite a brand and gives a fix roadmap, sold to brands.",
   "w_u": "https://www.aiethos.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A scored AI visibility baseline across ChatGPT, Claude, and Gemini",
     "u": "https://www.aiethos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation mapping and a prioritized remediation roadmap",
     "u": "https://www.aiethos.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content and authority optimization mapped directly to model-level visibility opportunities.",
     "u": "https://www.aiethos.ai/services"
    },
    "technical": {
     "v": "yes",
     "q": "JSON-LD Patch Code",
     "u": "https://www.aiethos.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "what prompts are driving the biggest visibility gaps",
     "u": "https://www.aiethos.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "affiliate, tiered, and whitelabel agency tracks",
     "u": "https://www.aiethos.ai/partners"
    }
   },
   "product": "AIEthos",
   "hq": "United States",
   "hq_src": "https://www.aiethos.ai/about",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/aiethos-llc_aiethos-debuts-next-gen-generative-engine-activity-7460714021466398720-OwQr",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aiethos-llc"
  },
  {
   "n": "AigeoRadar",
   "u": "https://aigeoradar.com",
   "w": "A platform that scans websites for AI readiness and generates llms.txt, schema and content, sold to site owners, marketing teams and agencies.",
   "w_u": "https://aigeoradar.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Subscription plans from Free through Enterprise for AI visibility monitoring, GEO optimization, and discovery file deployment.",
     "u": "https://aigeoradar.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "FAQ, blog, landing, comparison, and documentation generators with workflow.",
     "u": "https://aigeoradar.com/features"
    },
    "technical": {
     "v": "yes",
     "q": "Generate llms.txt, ai-feed.xml, schema JSON-LD, and content drafts from issues.",
     "u": "https://aigeoradar.com/features"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White label",
     "u": "https://aigeoradar.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026",
    "src": "https://www.producthunt.com/products/aigeoradar"
   },
   "slug": "aigeoradar"
  },
  {
   "n": "AIO Fusion",
   "u": "https://aiofusion.ai/",
   "w": "A GEO platform for PR and marketing teams: AI visibility audit and tracking, GEO strategy, content optimiser for releases and pitches, journalist media research (UK and US), awards and conference finder, comms planner, website GEO, and reporting.",
   "w_u": "https://aiofusion.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility tracking: to see how agents represent a brand across relevant questions and how that compares with competitors.",
     "u": "https://aiofusion.ai/insights/aio-fusion-launches-platform-to-make-pr-the-engine-of-ai-visibility"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Website optimisation: to align owned content for AI visibility and generate prioritised recommendations for SEO and development teams.",
     "u": "https://aiofusion.ai/insights/aio-fusion-launches-platform-to-make-pr-the-engine-of-ai-visibility"
    },
    "technical": {
     "v": "yes",
     "q": "Website Technical GEO: Back-end instructions to maximise the AI effectiveness of your website.",
     "u": "https://aiofusion.ai/#features"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.einpresswire.com/article/945819948/aio-fusion-launches-platform-to-make-pr-the-engine-of-ai-visibility",
   "founded": 2026,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10-01",
    "src": "https://www.einpresswire.com/article/945819948/aio-fusion-launches-platform-to-make-pr-the-engine-of-ai-visibility"
   },
   "slug": "aio-fusion"
  },
  {
   "n": "AIScan",
   "u": "https://getaiscan.app",
   "w": "A scanner that grades a website on AEO, GEO, agent and MCP readiness and measures how often AI answers name a brand.",
   "w_u": "https://getaiscan.app",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Brand Visibility measures whether AI actually names you",
     "u": "https://getaiscan.app"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Which pages to rewrite and how to structure for AI quotes",
     "u": "https://getaiscan.app"
    },
    "technical": {
     "v": "yes",
     "q": "Checks llms.txt, Schema.org markup, robots.txt crawler access, FAQ schema.",
     "u": "https://getaiscan.app"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2026,
   "founded_src": "https://getaiscan.app/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aiscan"
  },
  {
   "n": "AISEOLab",
   "u": "https://www.aiseolab.ai/",
   "w": "Free AI-readiness scanner and generators (llms.txt, schema, agent files) plus paid AI citation tracking.",
   "w_u": "https://www.aiseolab.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track citations across all 4 AI engines",
     "u": "https://www.aiseolab.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See who gets cited.",
     "u": "https://www.aiseolab.ai/"
    },
    "content": {
     "v": "yes",
     "q": "One-click generators create spec-perfect llms.txt, Schema.org JSON-LD, agent-skills indexes, and MCP server cards",
     "u": "https://www.aiseolab.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and multi-site brands.",
     "u": "https://www.aiseolab.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Generate llms.txt, structure your content with Schema.org, and serve clean Markdown to answer engines",
     "u": "https://www.aiseolab.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Agentic commerce manifests",
     "u": "https://www.aiseolab.ai/"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://aiseolab.ai/changelog"
   },
   "slug": "aiseolab"
  },
  {
   "n": "AiVIS",
   "u": "https://aivis.biz",
   "w": "Audit platform that scores whether AI answer engines can find and cite a website, then lists fixes, for site owners and agencies.",
   "w_u": "https://aivis.biz",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measures whether entities are cited in AI-generated answers",
     "u": "https://aivis.biz/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "citation behavior tests",
     "u": "https://aivis.biz/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Content Depth (10%)",
     "u": "https://aivis.biz/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability & Bot Access (8%)",
     "u": "https://aivis.biz/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency dashboard, org-level automation controls, and client-portfolio visibility operations.",
     "u": "https://aivis.biz/pricing/"
    }
   },
   "product": "AiVIS Cite Ledger",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aivis"
  },
  {
   "n": "AIVisibility (aivisibility.io)",
   "u": "https://aivisibility.io/",
   "w": "Audits how ChatGPT describes a SaaS product, gives a fix list, and re-audits to prove changes.",
   "w_u": "https://aivisibility.io/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AIVisibility helps SaaS founders see how ChatGPT describes their product, which competitors appear instead",
     "u": "https://aivisibility.io/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Evidence-backed recommendations derived from failed and warning checks.",
     "u": "https://aivisibility.io/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency [price]/month — up to 10 brands monitored",
     "u": "https://aivisibility.io/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Running deterministic checks | 12 facts · 4 schema blocks",
     "u": "https://aivisibility.io/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AIVisibility.io",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "aivisibility-io"
  },
  {
   "n": "Amplerank",
   "u": "https://amplerank.ai/",
   "w": "Platform that checks how ChatGPT, Perplexity, Gemini and Grok cite a brand and lists fixes, for brands, content teams and agencies.",
   "w_u": "https://amplerank.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI citation rate across ChatGPT, Perplexity, Gemini & Grok, all 4 platforms in one report",
     "u": "https://amplerank.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Competitor share of voice: where they're cited and you're not",
     "u": "https://amplerank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content quality: heading structure, depth, direct-answer formatting",
     "u": "https://amplerank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler audit: are AI bots blocked from reading your site?",
     "u": "https://amplerank.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt gap analysis",
     "u": "https://amplerank.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Need a custom agency plan?",
     "u": "https://amplerank.ai/pricing"
    }
   },
   "founded": 2024,
   "founded_src": "https://amplerank.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "amplerank"
  },
  {
   "n": "AnsarAEO",
   "u": "https://www.ansaraeo.com/",
   "w": "AnsarAEO sells Indian brands and agencies a tool that tracks AI answers in English, Hindi and Hinglish and drafts schema and content fixes.",
   "w_u": "https://www.ansaraeo.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run your prompts daily across ChatGPT, Perplexity and Gemini",
     "u": "https://www.ansaraeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources get cited",
     "u": "https://www.ansaraeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "We draft the schema markup and content, then push it to WordPress or Shopify in one click.",
     "u": "https://www.ansaraeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Site Audit",
     "u": "https://www.ansaraeo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Get cited on 2 review sites",
     "u": "https://www.ansaraeo.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Custom engines, SSO, DPAs, and Amazon.in / Flipkart AI shopping visibility.",
     "u": "https://www.ansaraeo.com/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "We auto-suggest 20-30 starter prompts per client in English and Hindi.",
     "u": "https://www.ansaraeo.com/agency"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client workspaces",
     "u": "https://www.ansaraeo.com/agency"
    }
   },
   "hq": "India",
   "hq_src": "https://www.ansaraeo.com/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "ansaraeo"
  },
  {
   "n": "Ansehn",
   "u": "https://www.ansehn.com/",
   "w": "B2B buyer intelligence for AI search: simulates buyer personas' prompts, tracks recommendations and citation share, then creates content to win them.",
   "w_u": "https://www.ansehn.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt Monitoring: Track buyer prompts across AI engines.",
     "u": "https://www.ansehn.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation share",
     "u": "https://www.ansehn.com/"
    },
    "content": {
     "v": "yes",
     "q": "We analyze thousands of buyer journeys to understand how your B2B buyers research products and services - then turn those insights into content that wins.",
     "u": "https://www.ansehn.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Ansehn is purpose-built for agencies and consultancies that want to scale AI search optimization across multiple clients.",
     "u": "https://www.ansehn.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Server Log Analytics | See AI crawler and AI user traffic.",
     "u": "https://www.ansehn.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Buying Simulations | See who AI chooses, and why.",
     "u": "https://www.ansehn.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.ansehn.com/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ansehn"
  },
  {
   "n": "AnswerGist",
   "u": "https://www.answergist.com/",
   "w": "AI visibility audit and weekly re-scans across four AI engines, with generated fix files, for founders who do their own marketing.",
   "w_u": "https://www.answergist.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We put the 15 questions your buyers ask to ChatGPT, Claude, Perplexity and Google AI Overviews",
     "u": "https://www.answergist.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Answers & cited-sources explorer",
     "u": "https://www.answergist.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Fix pack (FAQ + JSON-LD, vs pages, checklist, llms.txt)",
     "u": "https://www.answergist.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Fix pack (FAQ + JSON-LD, vs pages, checklist, llms.txt)",
     "u": "https://www.answergist.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "a generated fix pack: FAQ with JSON-LD, comparison pages, listings checklist, llms.txt",
     "u": "https://www.answergist.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Subscribers can edit any of their 15 buyer questions",
     "u": "https://www.answergist.com/changelog"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "answergist"
  },
  {
   "n": "ApexGEO",
   "u": "https://apexgeo.app/",
   "w": "GEO and AEO platform that measures brand mentions across six AI engines, audits sites and generates content, for brand owners and agencies.",
   "w_u": "https://apexgeo.app/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It measures whether AI answer engines mention and cite a brand",
     "u": "https://apexgeo.app/"
    },
    "sources": {
     "v": "partial",
     "q": "Monitor (mentions, citations, sentiment, share of voice)",
     "u": "https://apexgeo.app/"
    },
    "content": {
     "v": "yes",
     "q": "FAQs, how-tos, and articles written in your brand voice",
     "u": "https://apexgeo.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit (AI-readability, graded A+ to F)",
     "u": "https://apexgeo.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and a pitch workspace for agencies scaling client brands.",
     "u": "https://apexgeo.app/pricing"
    }
   },
   "hq": "South Africa",
   "hq_src": "https://apexgeo.app/contact",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/apex-geo",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://apexgeo.app/changelog"
   },
   "slug": "apexgeo"
  },
  {
   "n": "ARPAI GEO",
   "u": "https://arpai-geo.com/",
   "w": "Pay-per-run GEO platform that monitors brands across eight AI engines, audits sites and writes articles, for businesses in many countries.",
   "w_u": "https://arpai-geo.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ARPAI GEO monitors your brand across all major AI engines at once",
     "u": "https://arpai-geo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The system maps exactly which platforms AI trusts in your industry",
     "u": "https://arpai-geo.com/"
    },
    "content": {
     "v": "yes",
     "q": "writes expert-level articles with deep industry knowledge and built-in GEO signals",
     "u": "https://arpai-geo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "The GEO Audit runs 123 checks across 4 layers",
     "u": "https://arpai-geo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "shows you which sources to prioritize to appear in AI answers",
     "u": "https://arpai-geo.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "An e-commerce platform tracks each product category.",
     "u": "https://arpai-geo.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "15 targeted queries go to every major AI engine simultaneously.",
     "u": "https://arpai-geo.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "arpai-geo"
  },
  {
   "n": "AskAiRank",
   "u": "https://askairank.com/",
   "w": "Tracker of brand mentions across eight AI engines with competitor ranking and alerts, for SaaS founders, startups and small agencies.",
   "w_u": "https://askairank.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily visibility score, competitor ranking, alerts when you drop.",
     "u": "https://askairank.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Which pages AI cites as sources",
     "u": "https://askairank.com/"
    },
    "content": {
     "v": "yes",
     "q": "We write and publish your blog, up to 14 posts a week",
     "u": "https://askairank.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt, llms.txt, structured data, and content structure get checked right now",
     "u": "https://askairank.com/"
    },
    "pr": {
     "v": "partial",
     "q": "We place your directory listings, charged once",
     "u": "https://askairank.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt suggestions during onboarding were spot on for our niche.",
     "u": "https://askairank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Several products, or a small agency with up to ten clients.",
     "u": "https://askairank.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "askairank"
  },
  {
   "n": "Atyla",
   "u": "https://www.atyla.io/",
   "w": "French GEO platform measuring and improving brand visibility on ChatGPT, Perplexity, Gemini, Claude, Grok, Mistral; prompt tracking and citations.",
   "w_u": "https://www.atyla.io/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand mentions and measure your visibility on AI search engines.",
     "u": "https://www.atyla.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which sources (Reddit, Wikipedia, your own site, competitor sites) AI models cite when answering prompts.",
     "u": "https://www.atyla.io/"
    },
    "content": {
     "v": "yes",
     "q": "Analyze your site and get concrete recommendations to be cited by AI engines.",
     "u": "https://www.atyla.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency GEO Solutions - Multi-Client AI Visibility Platform",
     "u": "https://www.atyla.io/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Audit included ... 100 pages audited / month",
     "u": "https://www.atyla.io/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Identify the prompts that matter, monitor your rankings, and act before your competitors do.",
     "u": "https://www.atyla.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.atyla.io/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/atyla/launches"
   },
   "slug": "atyla"
  },
  {
   "n": "augenmerk",
   "u": "https://www.augenmerk.de/",
   "w": "GEO tool from Hamburg that measures weekly how AI systems name a brand, with evidence and next steps, for marketing, PR and agencies.",
   "w_u": "https://www.augenmerk.de",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Jede Woche misst augenmerk, wie ChatGPT, Gemini, Claude, Grok, Perplexity und Google Ihre Marke nennen",
     "u": "https://www.augenmerk.de"
    },
    "sources": {
     "v": "yes",
     "q": "jede Aussage mit der Textstelle aus der Originalantwort, die Quellen dahinter und den Grund",
     "u": "https://www.augenmerk.de"
    },
    "content": {
     "v": "yes",
     "q": "Befund mit Maßnahme: Inhalte, und OpenAI Ads aus der Lücke.",
     "u": "https://www.augenmerk.de"
    },
    "technical": {
     "v": "yes",
     "q": "Website-Prüfung mit KI-Zugang und Lückensicht",
     "u": "https://www.augenmerk.de"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Die Beta-Funktion erstellt Kampagnen aus Ihren Messungen und legt sie in Ihrem OpenAI-Werbekonto an",
     "u": "https://www.augenmerk.de"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Mehrere Kundenräume unter einem Konto",
     "u": "https://www.augenmerk.de"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.augenmerk.de/impressum",
   "read": "2026-11-02",
   "slug": "augenmerk"
  },
  {
   "n": "AVO by Avonetiq",
   "u": "https://www.getavo.ai/",
   "w": "Platform that tracks AI answers about brands on seven AI platforms, audits citation readiness and drafts content, sold to teams running many brands.",
   "w_u": "https://www.getavo.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Live probes across 7 AI platforms",
     "u": "https://www.getavo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which of your pages, and which competitor pages, each platform actually cites.",
     "u": "https://www.getavo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Briefs and drafts grounded in your own visibility gaps and competitive data",
     "u": "https://www.getavo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "A structural audit scored for how ready AI is to cite you",
     "u": "https://www.getavo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Full team or agency, wide brand portfolio.",
     "u": "https://www.getavo.ai/pricing"
    }
   },
   "product": "AVO AI",
   "hq": "Indonesia",
   "hq_src": "https://www.getavo.ai/about",
   "founded": 2025,
   "founded_src": "https://id.linkedin.com/company/getavoai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://voi.id/en/technology/578651"
   },
   "slug": "avo-by-avonetiq"
  },
  {
   "n": "Ayzeo",
   "u": "https://ayzeo.com/",
   "w": "AI visibility analytics: asks major AI engines customer questions, shows recommended brands and sources, plus llms.txt/JSON-LD generators and white-label.",
   "w_u": "https://ayzeo.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ayzeo asks the major AI engines your customers' questions, shows which brands they recommend and why, and tracks it day by day.",
     "u": "https://ayzeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Sources & Destinations 30 days · 27 answers",
     "u": "https://ayzeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every site scan ends in a ranked list of fixes with the reason behind each one. The generators for llms.txt, JSON-LD and meta tags sit next to it.",
     "u": "https://ayzeo.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For your brand, or white-label for your clients.",
     "u": "https://ayzeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Check my site: Testing AI crawler access; Checking meta & structured data",
     "u": "https://ayzeo.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Related queries",
     "u": "https://ayzeo.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://ayzeo.com/imprint",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://ayzeo.com/blog/ai-visibility-dashboard-launch"
   },
   "slug": "ayzeo"
  },
  {
   "n": "beket.ai",
   "u": "https://beket.ai/",
   "w": "Tracks AI engine answers about a business daily, flags wrong answers, shows citation gaps and gives a fix list; plans for brands, agencies, nonprofits.",
   "w_u": "https://beket.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily monitoring on every engine. Every prompt runs on each engine you select",
     "u": "https://beket.ai/pricing/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation gaps & content roadmap",
     "u": "https://beket.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "beket.ai shows your score, the answers it flagged, and a fix list.",
     "u": "https://beket.ai/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies AI visibility as a client service",
     "u": "https://beket.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See how ready your site is for AI crawlers in seconds.",
     "u": "https://beket.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt intelligence",
     "u": "https://beket.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://beket.ai/about/",
   "founded": 2026,
   "founded_src": "https://ca.linkedin.com/company/beket-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "beket-ai"
  },
  {
   "n": "betterAEO",
   "u": "https://betteraeo.com",
   "w": "Tool that scores and audits websites for AI answers, suggests content and schema changes and watches prompts, sold to marketers, SEOs and enterprises.",
   "w_u": "https://betteraeo.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor AI answer changes and get alerts when your visibility shifts.",
     "u": "https://betteraeo.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Improve faster with GPT-powered content and schema recommendations.",
     "u": "https://betteraeo.com"
    },
    "technical": {
     "v": "yes",
     "q": "Audit every page for AEO pillars like schema, snippets, readability, and freshness.",
     "u": "https://betteraeo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Enterprise-grade integrations for agencies and large teams",
     "u": "https://betteraeo.com/about/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://news.ycombinator.com/item?id=44981064"
   },
   "slug": "betteraeo"
  },
  {
   "n": "BoostGeo (boostgeo.com)",
   "u": "https://www.boostgeo.com/",
   "w": "Measures how a brand appears in AI answers, prioritizes website fixes and rechecks results, for SEO, growth and digital marketing teams.",
   "w_u": "https://www.boostgeo.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how your brand appears in AI answers.",
     "u": "https://www.boostgeo.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Turn findings into prioritized work. Review the supporting evidence and approve verified facts before publishing them.",
     "u": "https://www.boostgeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Page-level SEO findings and AI readiness.",
     "u": "https://www.boostgeo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "prepares their websites and business information for AI-assisted purchases, bookings, and inquiries",
     "u": "https://www.boostgeo.com"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "five client workspaces, branded reports and a custom portal domain through Advanced at [price]/month",
     "u": "https://www.boostgeo.com/agency-pilot"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.boostgeo.com/terms",
   "read": "2026-11-02",
   "slug": "boostgeo-boostgeo"
  },
  {
   "n": "Brand UP",
   "u": "https://www.brand-up.net/",
   "w": "Japanese language tool that measures brand mentions and citations in major AI engines, with an agent that proposes and carries out fixes, sold to companies.",
   "w_u": "https://www.brand-up.net/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "自社の言及率・引用率・表示順位などを継続的に計測し、競合との差を可視化します。",
     "u": "https://www.brand-up.net/"
    },
    "sources": {
     "v": "yes",
     "q": "AI回答に引用されたドメインとページURLを収集し、引用シェアや増減を確認できます。",
     "u": "https://www.brand-up.net/features"
    },
    "content": {
     "v": "yes",
     "q": "記事作成をはじめとする具体的な施策の実行",
     "u": "https://www.brand-up.net/llms-full.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AIクローラーアクセス性、構造化データ、信頼性、エンティティ明確性など7観点で診断します。",
     "u": "https://www.brand-up.net/features"
    },
    "pr": {
     "v": "partial",
     "q": "寄稿先の選定、掲載依頼、一次情報の強化に活用できます。",
     "u": "https://www.brand-up.net/features"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI検索で計測する質問候補を生成します。",
     "u": "https://www.brand-up.net/llms-full.txt"
    },
    "agency": {
     "v": "partial",
     "q": "LLMO代理店・制作会社",
     "u": "https://www.brand-up.net/llms-full.txt"
    }
   },
   "hq": "Japan",
   "hq_src": "https://www.brand-up.net/llms-full.txt",
   "founded": 2025,
   "founded_src": "https://www.brand-up.net/llms-full.txt",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://www.mapion.co.jp/news/release/000000004.000155379-all/"
   },
   "slug": "brand-up"
  },
  {
   "n": "BrandCapsule",
   "u": "https://brandcapsule.ai/",
   "w": "Platform that scores how ChatGPT, Claude and Gemini recommend a brand and prescribes content, web and PR actions, sold to marketing teams.",
   "w_u": "https://brandcapsule.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether actions moved AI mentions, recommendation rate, position, and cross-model consistency over time.",
     "u": "https://brandcapsule.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which external sources, citations, and narratives influence how AI validates your company.",
     "u": "https://brandcapsule.ai/"
    },
    "content": {
     "v": "yes",
     "q": "ready-to-publish fixes (schema, FAQ, comparisons)",
     "u": "https://brandcapsule.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "GEO site audit: is your website readable by AI",
     "u": "https://brandcapsule.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "PR and third-party digital insights & actions",
     "u": "https://brandcapsule.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Understand how AI reads your brand, category, competitors, and the questions buyers actually ask.",
     "u": "https://brandcapsule.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "with workspaces, client reporting, and packaging support",
     "u": "https://brandcapsule.ai/pricing"
    }
   },
   "product": "BrandCapsule AI Discovery Intelligence",
   "hq": "United States",
   "hq_src": "https://brandcapsule.ai/about",
   "founded": 2025,
   "founded_src": "https://brandcapsule.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandcapsule"
  },
  {
   "n": "BrandGEO.app",
   "u": "https://brandgeo.app/en",
   "w": "Tool that audits how AI engines read a website, tests answers and produces JSON-LD, llms.txt and articles, sold to founders and small teams.",
   "w_u": "https://brandgeo.app/en",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the questions buyers ask and verify whether your brand and website begin appearing in real answers.",
     "u": "https://brandgeo.app/en"
    },
    "sources": {
     "v": "yes",
     "q": "按域名、具体网址、YouTube 和 Reddit 查看来源，并区分自有页面与外部页面",
     "u": "https://brandgeo.app/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Findings can produce deployable assets such as JSON-LD, llms.txt, FAQ drafts, and structured articles",
     "u": "https://brandgeo.app/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "A 0-100 score from 20+ deterministic website checks, including AI crawler access, structured data (JSON-LD), llms.txt, content citability, and freshness.",
     "u": "https://brandgeo.app/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies and freelancers who need a deployable fix pack for client sites.",
     "u": "https://brandgeo.app/llms.txt"
    }
   },
   "product": "BrandGEO",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandgeo-app"
  },
  {
   "n": "brandinai.com",
   "u": "https://brandinai.com/",
   "w": "Platform that tracks brand visibility, position and sentiment in AI models, audits sites and recommends articles, sold to marketing teams and agencies.",
   "w_u": "https://brandinai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often your brand shows up in AI answers to the questions that matter.",
     "u": "https://brandinai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source search and monitoring",
     "u": "https://brandinai.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "You see the recommended articles, ordered by impact on the visibility score.",
     "u": "https://brandinai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "E-E-A-T, technical GEO and content readiness for AI models, plus the articles to write.",
     "u": "https://brandinai.com/"
    },
    "pr": {
     "v": "partial",
     "q": "know where you need to appear so AI can cite your brand.",
     "u": "https://brandinai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "helps teams generate, refine and test AI prompts so you can check brand and competitor visibility across models",
     "u": "https://brandinai.com/blog"
    },
    "agency": {
     "v": "yes",
     "q": "a project per client, results over time and GEO as a service",
     "u": "https://brandinai.com/llms.txt"
    }
   },
   "product": "BrandinAI",
   "hq": "Poland",
   "hq_src": "https://brandinai.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/brandinai_brandinaicom-your-brand-presence-in-ai-activity-7374030454053748736-6Dx_",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandinai-com"
  },
  {
   "n": "BrandScan",
   "u": "https://www.brandscan.ro/",
   "w": "AI visibility platform for Romanian brands that monitors ChatGPT, Gemini and Claude answers and gives recommendations, with optional implementation by its team.",
   "w_u": "https://www.brandscan.ro/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Urmărește cum apare brandul tău în răspunsuri generate de ChatGPT, Gemini și Claude.",
     "u": "https://www.brandscan.ro/"
    },
    "sources": {
     "v": "yes",
     "q": "Surse asociate răspunsurilor",
     "u": "https://www.brandscan.ro/"
    },
    "content": {
     "v": "yes",
     "q": "Implementăm pentru tine recomandările GEO — conținut, optimizări tehnice, pagini noi, structură și mențiuni externe.",
     "u": "https://www.brandscan.ro/"
    },
    "technical": {
     "v": "yes",
     "q": "Create and publish an llms.txt file",
     "u": "https://www.brandscan.ro/"
    },
    "pr": {
     "v": "partial",
     "q": "ce mențiuni externe pot ajuta",
     "u": "https://www.brandscan.ro/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompturi configurate pentru brandul tău",
     "u": "https://www.brandscan.ro/"
    },
    "agency": {
     "v": "yes",
     "q": "Pentru agenții care gestionează mai mulți clienți sau grupuri cu mai multe branduri.",
     "u": "https://www.brandscan.ro/"
    }
   },
   "hq": "Romania",
   "hq_src": "https://www.brandscan.ro/",
   "read": "2026-11-02",
   "slug": "brandscan"
  },
  {
   "n": "BrandViz.AI",
   "u": "https://www.brandviz.ai/",
   "w": "Audits how AI engines position a brand, then ships technical fixes and branded pages to your CMS or codebase for approval, with regular rescans.",
   "w_u": "https://www.brandviz.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Plans for tracking and fixing how ChatGPT, Claude, Gemini and Perplexity recommend your brand.",
     "u": "https://www.brandviz.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Technical fixes and fully branded pages land in your CMS or codebase. You approve, they go live.",
     "u": "https://www.brandviz.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Off-site fixes come with the exact steps.",
     "u": "https://www.brandviz.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies: You run SEO or digital retainers and want to offer GEO to your clients under your own brand.",
     "u": "https://www.brandviz.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Monthly technical audit and content plan, with briefs",
     "u": "https://www.brandviz.ai/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "See all 150 questions | Add your own",
     "u": "https://www.brandviz.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www.brandviz.ai/about",
   "founded": 2025,
   "founded_src": "https://www.cbinsights.com/company/brandviz",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "brandviz-ai"
  },
  {
   "n": "Cairrot",
   "u": "https://cairrot.com/",
   "w": "AEO platform that tracks brand mentions, citations and sentiment across LLMs, with audits, prioritized recommendations and white-label agency reporting.",
   "w_u": "https://cairrot.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A single, blended score that combines brand mentions and citations across AI answers.",
     "u": "https://cairrot.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the exact URLs AI engines cite when answering questions in your space.",
     "u": "https://cairrot.com/"
    },
    "content": {
     "v": "yes",
     "q": "Rule-based, prioritized recommendations that tie AI visibility to your GA4 and Search Console data, so you know what to fix, how to fix it, and where to prioritize it.",
     "u": "https://cairrot.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Discover off-page AEO opportunities on Reddit, YouTube, top social media platforms, and other authority websites.",
     "u": "https://cairrot.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting, multi-client management, unlimited users, and the AEO infrastructure that makes service delivery simple.",
     "u": "https://cairrot.com/"
    },
    "technical": {
     "v": "yes",
     "q": "KPIs like AI crawl traffic, LLM traffic analytics",
     "u": "https://cairrot.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Query Fan-out Extension (Chrome)",
     "u": "https://cairrot.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://cairrot.com/about/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://markets.financialcontent.com/pennwell.elp/article/abnewswire-2025-10-21-affordable-alternative-to-airops-and-peec-ai-launched-by-ai-seo-expert-cairrot-brings-ai-visibility-to-wordpress-websites"
   },
   "slug": "cairrot"
  },
  {
   "n": "Citability",
   "u": "https://citability.dev/",
   "w": "AI citation scanner and monitoring that saves signed, word for word answers from four AI engines, plus paid audits and sprints, for brands and agencies.",
   "w_u": "https://citability.dev/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run your real buyer questions across ChatGPT, Claude, Perplexity, and Gemini",
     "u": "https://citability.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "The proof page shows what the AI said word for word, which sources it cited",
     "u": "https://citability.dev/"
    },
    "content": {
     "v": "yes",
     "q": "Schema, structured data, and FAQ build-out",
     "u": "https://citability.dev/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Daily llms.txt, robots.txt, schema, sitemap, and canonical checks",
     "u": "https://citability.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting under your own brand, with a one-time [price] setup",
     "u": "https://citability.dev/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "citability"
  },
  {
   "n": "Citation Rate",
   "u": "https://www.citationrate.com/",
   "w": "Chat-based GEO tool that measures how AI models mention a company, scores its site for citability and lists actions, for companies, professionals and agencies.",
   "w_u": "https://www.citationrate.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often it cites you when a customer asks for advice in your field.",
     "u": "https://www.citationrate.com/"
    },
    "sources": {
     "v": "yes",
     "q": "how AI perceives you, facts right or wrong, tone and the sources it reads from.",
     "u": "https://www.citationrate.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "how to rewrite your copy so an AI can quote it.",
     "u": "https://www.citationrate.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "whether ChatGPT, Gemini and other AI tools can get into your site and read it.",
     "u": "https://www.citationrate.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Sponsored Visibility",
     "u": "https://www.citationrate.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "What do customers ask AI?",
     "u": "https://www.citationrate.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies follow several client domains from one account.",
     "u": "https://www.citationrate.com/llms.txt"
    }
   },
   "product": "Citation Rate suite",
   "hq": "Italy",
   "hq_src": "https://www.citationrate.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citation-rate"
  },
  {
   "n": "Citatra",
   "u": "https://citatra.cloud/",
   "w": "AI visibility tool that tracks ChatGPT, Perplexity and Google AI, finds gaps, generates content and schema, and ties results to analytics, for brands and agencies.",
   "w_u": "https://citatra.cloud/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "shows where you appear in ChatGPT, Perplexity, and Google AI Overviews",
     "u": "https://citatra.cloud/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Domains Domain Type Used Avg. Citations",
     "u": "https://citatra.cloud/"
    },
    "content": {
     "v": "yes",
     "q": "automatically generate optimized content and schema markup",
     "u": "https://citatra.cloud/"
    },
    "technical": {
     "v": "yes",
     "q": "Missing schema markup detection for AI",
     "u": "https://citatra.cloud/"
    },
    "pr": {
     "v": "partial",
     "q": "Consider joining the conversation on industry blogs",
     "u": "https://citatra.cloud/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The Growth and Professional tiers include multi-workspace access with role-based permissions.",
     "u": "https://citatra.cloud/"
    }
   },
   "read": "2026-11-02",
   "slug": "citatra"
  },
  {
   "n": "CiteCue",
   "u": "https://citecue.com/",
   "w": "AI visibility monitoring and optimization platform: tracks buying questions across AI engines, cited sources, and applies site fixes.",
   "w_u": "https://citecue.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CiteCue generates buying questions from your site and tracks how AI engines like ChatGPT, Gemini, Claude and Perplexity answer them",
     "u": "https://citecue.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites AI trusts for answers in your market, and the sources it cites for your competitors.",
     "u": "https://citecue.com/"
    },
    "content": {
     "v": "yes",
     "q": "Serve AI-optimized page variants and llms.txt automatically",
     "u": "https://citecue.com/"
    },
    "pr": {
     "v": "partial",
     "q": "The finding becomes a specific action: a content change, a technical fix, an outreach or community task, or an agent-usability problem to resolve.",
     "u": "https://citecue.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies typically land on Agency ([price]/mo) — 10 client projects, 20 team seats, coverage across ChatGPT, Gemini, Google AI Overviews and Google AI Mode, and shareable client reports.",
     "u": "https://citecue.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability checks, AI referrals, and concrete fixes",
     "u": "https://citecue.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Buying questions generated from your site, tracked across engines",
     "u": "https://citecue.com"
    },
    "commerce": {
     "v": "partial",
     "q": "Get your products recommended when shoppers ask AI what to buy.",
     "u": "https://citecue.com"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "slug": "citecue"
  },
  {
   "n": "Cited",
   "u": "https://youcited.com/",
   "w": "GEO audit tool for small businesses that checks whether ChatGPT, Gemini and Claude name them, and generates fix files, paid per audit.",
   "w_u": "https://youcited.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Gemini and Claude the questions your customers ask, on the models you pick, and show how often each one names you.",
     "u": "https://youcited.com/"
    },
    "sources": {
     "v": "yes",
     "q": "For every question you see the businesses and websites the AI picked over you",
     "u": "https://youcited.com/"
    },
    "content": {
     "v": "yes",
     "q": "ready-to-use fix files (llms.txt, JSON-LD schema, HTML snippets, robots.txt rules, page outlines)",
     "u": "https://youcited.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "It also checks that AI bots can reach your site, and verifies each fix once it is live.",
     "u": "https://youcited.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.einpresswire.com/article/881001884/advantagegeo-inc-announces-cited-self-service-saas-platform-democratizing-ai-search-for-businesses-of-all-sizes",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "cited"
  },
  {
   "n": "CiteMentor AI",
   "u": "https://citementor.ai/",
   "w": "AI search visibility platform that tracks brand share of voice across answer engines and scans sites for fixes, sold to brands and agencies.",
   "w_u": "https://citementor.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CiteMentor tracks where your brand appears, how often you're cited, and your share of voice against competitors.",
     "u": "https://citementor.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation and keyword tracking",
     "u": "https://citementor.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "identifies exactly what's holding your AI visibility back, across four dimensions: AI Visibility, Content Quality, Link Health, and On-Page SEO.",
     "u": "https://citementor.ai/platform"
    },
    "technical": {
     "v": "yes",
     "q": "LLM.txt file detection and analysis",
     "u": "https://citementor.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "PDF export with your agency branding",
     "u": "https://citementor.ai/agencies"
    }
   },
   "hq": "United States",
   "hq_src": "https://citementor.ai/terms",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/citementor-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://www.producthunt.com/products/citementor/launches"
   },
   "slug": "citementor-ai"
  },
  {
   "n": "CitePulse",
   "u": "https://www.citepulse.io/",
   "w": "GEO platform that tests AI engines with customer questions, audits site readiness and improves content, for brands and content teams.",
   "w_u": "https://www.citepulse.io/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Claude, Gemini, Perplexity, and more your customer questions",
     "u": "https://www.citepulse.io/"
    },
    "sources": {
     "v": "partial",
     "q": "Use CVI, citation share, mention depth, and answer coverage",
     "u": "https://www.citepulse.io/"
    },
    "content": {
     "v": "yes",
     "q": "Create stronger content in Content Lab, deploy approved changes",
     "u": "https://www.citepulse.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Check structured data, AI crawler access, retrieval signals, and answer readiness",
     "u": "https://www.citepulse.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "citepulse"
  },
  {
   "n": "Citesurf",
   "u": "https://www.citesurf.com/",
   "w": "Scans four AI platforms every few days for a brand, scoring visibility and sentiment with fix advice, a site audit and an AI assistant.",
   "w_u": "https://www.citesurf.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Regular scans across four AI platforms with tips on what to improve",
     "u": "https://www.citesurf.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Tips and advice on what to fix ... Site audit to make sure AI can read you",
     "u": "https://www.citesurf.com/"
    },
    "technical": {
     "v": "yes",
     "q": "We check if AI can actually read and understand your site",
     "u": "https://www.citesurf.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "citesurf"
  },
  {
   "n": "Cituna",
   "u": "https://cituna.com/",
   "w": "Platform that checks seven AI engines daily, writes fixes, publishes articles and reports AI crawler visits, for businesses that want AI recommendations.",
   "w_u": "https://cituna.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day we check what all 7 AI engines say about you",
     "u": "https://cituna.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We record who each engine cites",
     "u": "https://cituna.com/"
    },
    "content": {
     "v": "yes",
     "q": "Launch 10x more SEO content that ranks on Google and ChatGPT.",
     "u": "https://cituna.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers read each page, and which answers cite it.",
     "u": "https://cituna.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "expand them into the literal question-form searches buyers type",
     "u": "https://cituna.com/"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies",
     "u": "https://cituna.com/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://cituna.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "cituna"
  },
  {
   "n": "ClaarifAI",
   "u": "https://claarifai.com/",
   "w": "Tool that measures how often a brand surfaces in ChatGPT, Claude, Gemini and Perplexity answers and gives a ranked list of fixes, for marketers.",
   "w_u": "https://claarifai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measures unprompted brand visibility across the four LLM channels users actually search with.",
     "u": "https://claarifai.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Detects content gaps by comparing your coverage against what competitors are getting cited for.",
     "u": "https://claarifai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Surfaces a ranked playbook of concrete fixes",
     "u": "https://claarifai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Audits your site for the technical signals LLMs use: structured data, headings, content depth, crawler access, og: tags.",
     "u": "https://claarifai.com/"
    },
    "pr": {
     "v": "partial",
     "q": "JSON-LD blocks, comparison pages, llms.txt, Wikipedia entries",
     "u": "https://claarifai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "claarifai"
  },
  {
   "n": "Clamint",
   "u": "https://www.clamint.com/",
   "w": "Platform that monitors brand visibility in ChatGPT, Gemini and Perplexity, AI crawler access and citation sources, and writes blog posts, for marketing and growth teams.",
   "w_u": "https://www.clamint.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track which prompts mention your brand, on which AI platform, and with what sentiment.",
     "u": "https://www.clamint.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Uncover citation sources and identify gaps before competitors do.",
     "u": "https://www.clamint.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI-written, GEO-optimized articles ready to publish",
     "u": "https://www.clamint.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Monitor GPTBot, PerplexityBot, and Google-Extended access in real time.",
     "u": "https://www.clamint.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Monitor what people say about your brand on review and community platforms",
     "u": "https://www.clamint.com/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Optimize your product listings for AI-driven shopping assistants",
     "u": "https://www.clamint.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Scale AI visibility as a managed service",
     "u": "https://www.clamint.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.linkedin.com/posts/ssenakara_weve-launched-clamint-clamint-helps-brands-activity-7450139185883303936-ZxpS"
   },
   "slug": "clamint"
  },
  {
   "n": "ClayHog",
   "u": "https://www.clayhog.com/",
   "w": "AI search visibility platform tracking prompts, citations and sentiment across five AI engines, with AI agents that create gap-closing content.",
   "w_u": "https://www.clayhog.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility across ChatGPT, Gemini, Perplexity, Claude, and AI Overviews.",
     "u": "https://www.clayhog.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See who cites you - and why it matters. Understand which citations boost visibility and get clear recommendations to strengthen your presence across AI search.",
     "u": "https://www.clayhog.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI agents surface the gaps and create the content to close them.",
     "u": "https://www.clayhog.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage AI visibility across every client from one dashboard",
     "u": "https://www.clayhog.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Logs",
     "u": "https://www.clayhog.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "search volume, trends, CPC, competition, intent, SERP rankings, People Also Ask, and AI-generated",
     "u": "https://www.clayhog.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/clayhog_clayhog-helps-you-track-analyze-and-improve-activity-7447694766164803585-Yq3I",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.clayhog.com/changelog"
   },
   "slug": "clayhog"
  },
  {
   "n": "CowTech",
   "u": "https://cowtech.xyz/",
   "w": "GEO plans that monitor AI surfaces, track competitor share of voice and citation gaps, and deliver certified GEO articles and llms.txt files.",
   "w_u": "https://cowtech.xyz/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how competitors appear inside the same monitored AI answers: mentions, recommendation frequency, sentiment, share of voice, and citation/source support.",
     "u": "https://cowtech.xyz/"
    },
    "sources": {
     "v": "yes",
     "q": "daily monitoring, competitor share-of-voice and citation/source gap tracking",
     "u": "https://cowtech.xyz/"
    },
    "content": {
     "v": "yes",
     "q": "Fix: Deploy llms.txt, structured entity data, crawler rules, and source-friendly brand summaries.",
     "u": "https://cowtech.xyz/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Test your site's compatibility with AI agents. Check MCP, OAuth, Agent Skills, and 14 more protocols",
     "u": "https://cowtech.xyz"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "CowTech AIVGL",
   "hq": "China",
   "hq_src": "https://www.linkedin.com/posts/cowtech-ai_geo-ai-generativeengineoptimization-activity-7456750299714727936-d6LV",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/cowtech-ai_were-excited-to-launch-cowtech-on-product-activity-7496515587330744320-fhJM"
   },
   "slug": "cowtech"
  },
  {
   "n": "Detectabli",
   "u": "https://detectabli.com/",
   "w": "AI visibility platform and managed service that runs buyer prompts through seven AI engines and turns gaps into a ranked fix plan for brands.",
   "w_u": "https://detectabli.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "we run the questions your buyers actually ask through seven AI engines",
     "u": "https://detectabli.com/"
    },
    "sources": {
     "v": "yes",
     "q": "who was mentioned, who was cited, and what was said about you",
     "u": "https://detectabli.com/"
    },
    "content": {
     "v": "yes",
     "q": "Collaborative content editing, structure and formatting",
     "u": "https://detectabli.com/"
    },
    "technical": {
     "v": "yes",
     "q": "site crawlability, schema, content structure, freshness, and third-party mentions",
     "u": "https://detectabli.com/"
    },
    "pr": {
     "v": "partial",
     "q": "audit the on-site and off-site signals those models read",
     "u": "https://detectabli.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We build a prompt bank from your category and your profile",
     "u": "https://detectabli.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White label from brand one.",
     "u": "https://detectabli.com/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://detectabli.com/",
   "founded": 2025,
   "founded_src": "https://detectabli.com/",
   "read": "2026-11-02",
   "slug": "detectabli"
  },
  {
   "n": "Diploria AI",
   "u": "https://diploria.ai/",
   "w": "AI visibility tracker across 12 AI engines with competitor benchmarks, sentiment, citations and an AI-citability technical audit.",
   "w_u": "https://diploria.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform runs automated polls across AI engines, tracks competitors, surfaces citations, and generates optimisation recommendations.",
     "u": "https://diploria.ai/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "surfaces citations",
     "u": "https://diploria.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "It returns a prioritized checklist of fixes to make your pages easier for AI to cite.",
     "u": "https://diploria.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "AI Visibility Tracker for Brands & Agencies",
     "u": "https://diploria.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Keep up to three years of detailed AI crawler events.",
     "u": "https://diploria.ai/changelog"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://diploria.ai/llms.txt",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/diploria-ai",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://diploria.ai/changelog"
   },
   "slug": "diploria-ai"
  },
  {
   "n": "Elementera",
   "u": "https://www.elementera.com/",
   "w": "Sells Lenz AI visibility tracking, the Originum interview based content tool and a managed AEO service, to founders, small businesses and SaaS marketing teams.",
   "w_u": "https://www.elementera.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Lenz tracks nine AI engines",
     "u": "https://www.elementera.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Originum writes pages, blog posts and social posts from your answers, each aimed at one topic on one engine",
     "u": "https://www.elementera.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Paste your robots.txt and see, engine by engine, whether the crawlers behind ChatGPT, Claude, Perplexity, Google and Bing may read your site",
     "u": "https://www.elementera.com/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Technical and off-site work",
     "u": "https://www.elementera.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "shows which topics you need to win",
     "u": "https://www.elementera.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Lenz",
   "hq": "Canada",
   "hq_src": "https://www.elementera.com/company",
   "founded": 2024,
   "founded_src": "https://www.elementera.com/company",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/elementera_elementera-lenz-is-out-try-it-now-https-activity-7492706191169474562-EKVt"
   },
   "slug": "elementera"
  },
  {
   "n": "ezy.ai",
   "u": "https://www.ezy.ai/",
   "w": "AEO platform and WordPress plugin: AI Visibility Score, prompt tracking, auto schema and llms.txt, Reddit monitoring and agency dashboards.",
   "w_u": "https://www.ezy.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Core capabilities: Prompt tracking; entity/knowledge graph management; schema auditing; topic briefs; competitor comparisons; AI Visibility Score; automated site fixes.",
     "u": "https://www.ezy.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Tracks citations across major AI models (ChatGPT, Gemini, Claude, Perplexity, Grok/xAI)",
     "u": "https://www.ezy.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Auto llms.txt creation & enhancement",
     "u": "https://www.ezy.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Auto Reddit subreddit suggestions & post ideas (with compliance filters)",
     "u": "https://www.ezy.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "EZY gives agencies the infrastructure to monitor, optimize and grow their clients' visibility across ChatGPT, Claude, Perplexity and Google AI Overviews, under the agency's own brand.",
     "u": "https://www.ezy.ai/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Growth ([price]/mo) adds auto schema, llms.txt, sitemaps, WordPress, competitor analysis and 10+ widgets.",
     "u": "https://www.ezy.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.ezy.ai/terms",
   "founded": 2025,
   "founded_src": "https://www.ezy.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ezy-ai"
  },
  {
   "n": "FAIND",
   "u": "https://www.getfaind.com/",
   "w": "Software that builds and maintains a separate AI readable knowledge graph of a brand website, plus a free AI visibility audit.",
   "w_u": "https://www.getfaind.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where AI mentions, cites and recommends you today, which competitors win the answer",
     "u": "https://www.getfaind.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Brand Mention & Citation Rate",
     "u": "https://www.getfaind.com/"
    },
    "content": {
     "v": "yes",
     "q": "Your content is turned into clear, source-linked answers AI can understand and cite.",
     "u": "https://www.getfaind.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Structured for AI retrieval",
     "u": "https://www.getfaind.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.getfaind.com/imprint",
   "read": "2026-11-02",
   "slug": "faind"
  },
  {
   "n": "Faneros",
   "u": "https://faneros.ai/",
   "w": "AI search optimization software for law firms that tests prompts on six AI platforms and suggests website and legal directory edits.",
   "w_u": "https://faneros.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which prompts mention your firm and which ones leave you out.",
     "u": "https://faneros.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Read the recorded answer and inspect the sources behind each mention.",
     "u": "https://faneros.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Review specific edits for your website and directory profiles, then measure again.",
     "u": "https://faneros.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Check your website’s crawler access and technical readiness.",
     "u": "https://faneros.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Faneros shows you which ones it read, and exactly what to update on your profile.",
     "u": "https://faneros.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "writes the questions your future clients are asking AI right now",
     "u": "https://faneros.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Custom plans for agencies and multi-firm portfolios.",
     "u": "https://faneros.ai/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://faneros.ai/about",
   "read": "2026-11-02",
   "slug": "faneros"
  },
  {
   "n": "Feed-AI",
   "u": "https://feed-ai.de/?lang=en",
   "w": "Form based service that turns business data into structured entry pages with Schema.org and measures AI mentions on higher plans, for small businesses.",
   "w_u": "https://feed-ai.de/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Im Pro-Tarif misst der KI-Sichtbarkeitscheck, ob du in ChatGPT & Co. auftauchst",
     "u": "https://feed-ai.de/"
    },
    "sources": {
     "v": "yes",
     "q": "Quellen- & Mitbewerber-Radar",
     "u": "https://feed-ai.de/"
    },
    "content": {
     "v": "yes",
     "q": "Feed-AI baut maschinenlesbares, strukturiertes Markup — der Standard, den KI & Google auswerten.",
     "u": "https://feed-ai.de/?lang=en"
    },
    "technical": {
     "v": "yes",
     "q": "Feed-AI baut maschinenlesbares, strukturiertes Markup",
     "u": "https://feed-ai.de/"
    },
    "pr": {
     "v": "partial",
     "q": "Eine eigene, von Google indexierbare Seite mit Backlink",
     "u": "https://feed-ai.de/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://feed-ai.de/",
   "read": "2026-11-02",
   "slug": "feed-ai"
  },
  {
   "n": "findable",
   "u": "https://findableapp.com/",
   "w": "Answer engine optimization platform for agencies: prompt monitoring, AI audits, crawler checks and content generation across many AI engines.",
   "w_u": "https://findableapp.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions and citations over time",
     "u": "https://findableapp.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Review recommendations and citations over time",
     "u": "https://findableapp.com/"
    },
    "content": {
     "v": "yes",
     "q": "Full Answer Engine Optimization platform for growing companies. Answer Engine Audits Content Generation",
     "u": "https://findableapp.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Built for agencies managing multiple clients.",
     "u": "https://findableapp.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See which crawlers can reach each client's site and spot the rules holding them back.",
     "u": "https://findableapp.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Monitoring",
     "u": "https://findableapp.com/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Austria",
   "hq_src": "https://findableapp.com/imprint",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "findable"
  },
  {
   "n": "FirePencil.AI",
   "u": "https://firepencil.ai/",
   "w": "Autonomous agent that audits a site across 12 pillars, fixes it and writes content so AI answers name the brand, with an SEO layer.",
   "w_u": "https://firepencil.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Reverse-prompt audit across ChatGPT, Gemini, Perplexity and Claude.",
     "u": "https://firepencil.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citations analyzed",
     "u": "https://firepencil.ai/"
    },
    "content": {
     "v": "yes",
     "q": "writes answer-ready content",
     "u": "https://firepencil.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Get FREE LLMs.TXT",
     "u": "https://firepencil.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Independent Endorsement",
     "u": "https://firepencil.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "prompt intelligence across every engine",
     "u": "https://firepencil.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Run FirePencil across every client from one workspace.",
     "u": "https://firepencil.ai/"
    }
   },
   "hq": "India",
   "hq_src": "https://firepencil.ai/terms.html",
   "read": "2026-11-02",
   "slug": "firepencil-ai"
  },
  {
   "n": "First Answer",
   "u": "https://firstanswer.ai/",
   "w": "Brazilian GEO/AEO platform that monitors how brands are cited in major AI answers and gives prioritized recommendations and content.",
   "w_u": "https://firstanswer.ai/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It monitors how brands are cited in answers from ChatGPT, Gemini, Perplexity, Copilot, Claude and Google AI Overviews",
     "u": "https://firstanswer.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "First Answer shows the sources cited by AIs and gives score-prioritized recommendations to guide those changes.",
     "u": "https://firstanswer.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI-generated content1 content/month2 contents/monthContent + GEO Strategy",
     "u": "https://firstanswer.ai/pricing-plans/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Serviços de IA para agências: como entregar consultoria recorrente e aumentar valor para clientes",
     "u": "https://firstanswer.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "AI traffic and crawler logs: See how many users visit your site, how often and which pages they actually read.",
     "u": "https://firstanswer.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://firstanswer.ai/",
   "founded": 2025,
   "founded_src": "https://foundersclub.com.br/startups/first-answer/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.producthunt.com/products/first-answer"
   },
   "slug": "first-answer"
  },
  {
   "n": "FixAEO",
   "u": "https://fixaeo.com/",
   "w": "AI visibility and action workspace that tracks brand mentions and citations across up to nine AI engines, with agents that draft fixes.",
   "w_u": "https://fixaeo.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each response is parsed for brand mentions, sentiment, and the sources cited — and rolled up into a daily dashboard.",
     "u": "https://fixaeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation / source domain analysis",
     "u": "https://fixaeo.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Improve an under-cited pageYou want FixAEO to choose an owned page that needs citation help.",
     "u": "https://fixaeo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "17 ready-made templates plus a custom Agent builder for repeatable research, content, optimization, reporting, and outreach workflows",
     "u": "https://fixaeo.com/llms.txt"
    },
    "agency": {
     "v": "partial",
     "q": "Enterprise For agencies & teams that need more.",
     "u": "https://fixaeo.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers visit your site and what they access.",
     "u": "https://fixaeo.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Competitor content gap researcher: Find missing questions and evidence opportunities for a topic.",
     "u": "https://fixaeo.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Research-backed PDP optimizer: Assess a product page and draft clearer, evidence-backed copy.",
     "u": "https://fixaeo.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://fixaeo.com/imprint/",
   "founded": 2026,
   "founded_src": "https://in.linkedin.com/company/fixaeo",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/fixaeo_aeo-answerengineoptimization-aisearch-activity-7462249833462960128-qmHi"
   },
   "slug": "fixaeo"
  },
  {
   "n": "Foglift",
   "u": "https://foglift.io/",
   "w": "AI search visibility tool: free technical AI-readiness audits plus monitoring of brand mentions and citations across five AI engines, with API and MCP.",
   "w_u": "https://foglift.io/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Query AI models (ChatGPT, Claude, Perplexity, Gemini, Google AI Overview) with prompts about your domain. Returns per-model results with citation status and sentiment.",
     "u": "https://foglift.io/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "engine source profiles show which domains and source categories each model cites for a prompt.",
     "u": "https://foglift.io/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Start with a free Technical Audit for AI Readiness and get a prioritized action plan for the issues holding your site back.",
     "u": "https://foglift.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Find domains cited when your brand is absent, the competitors appearing beside them, and an authority-based outreach attainability signal.",
     "u": "https://foglift.io/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Add AI search visibility to your service offering. White-label reports for clients. Batch scan entire portfolios on paid plans.",
     "u": "https://foglift.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Sensor records recognized AI-engine referrals with the landing page per visit. Supported server and edge adapters also record recognized AI-crawler requests.",
     "u": "https://foglift.io"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03-24",
    "src": "https://foglift.io/blog/product-hunt-launch-foglift"
   },
   "slug": "foglift"
  },
  {
   "n": "friendly4AI",
   "u": "https://friendly4.ai/",
   "w": "Free GEO/AEO website scanner for AI-readiness, plus paid checks of whether five AI assistants know and recommend your brand.",
   "w_u": "https://friendly4.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "do ChatGPT, Claude, Gemini, Grok and Perplexity actually know your brand — and recommend it",
     "u": "https://friendly4.ai/"
    },
    "content": {
     "v": "yes",
     "q": "48 GEO & AEO checks: crawlability, robots.txt, structured data, semantic HTML, no-JS content, freshness.",
     "u": "https://friendly4.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency [price] billed monthly For agencies and teams with high-volume needs.",
     "u": "https://friendly4.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "48 GEO & AEO checks: crawlability, robots.txt, structured data, semantic HTML, no-JS content, freshness.",
     "u": "https://friendly4.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "friendly4AI GEO Scanner",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "friendly4ai-geo-scanner"
  },
  {
   "n": "GAISEO",
   "u": "https://gaiseo.com/de/",
   "w": "Software and a WordPress plugin that score brand visibility on ChatGPT, Perplexity and Gemini and give prioritized website fixes.",
   "w_u": "https://gaiseo.com/de/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sieh genau, wie deine Marke in ChatGPT, Perplexity, Gemini und anderen KI-Tools erscheint.",
     "u": "https://gaiseo.com/de/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Struktur, Tags und Inhalte deiner Website werden auf KI-Tauglichkeit geprüft.",
     "u": "https://gaiseo.com/de/"
    },
    "technical": {
     "v": "yes",
     "q": "Optimiert strukturierte Daten, Überschriften, Zeitstempel und Alt-Texte automatisch.",
     "u": "https://gaiseo.com/de/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Individuelle Lösung für Agenturen mit 5+ Kunden-Websites.",
     "u": "https://gaiseo.com/de/preise-plane/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://gaiseo.com/impressum/",
   "read": "2026-11-02",
   "slug": "gaiseo"
  },
  {
   "n": "Gemmetric",
   "u": "https://gemmetric.ai/",
   "w": "AI visibility scans that show what AI understands about a business, the evidence behind it, and fix packs; agency workspaces and prospect audits.",
   "w_u": "https://gemmetric.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Gemmetric reveals what AI systems understand about your business, the evidence shaping that answer, and the next move that can change it.",
     "u": "https://gemmetric.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Do trusted sources agree with the business’s claims? Explore Citation Presence Beta",
     "u": "https://gemmetric.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Move from scan findings to deployable changes across structure, copy, schema, and identity.",
     "u": "https://gemmetric.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Use public prospect evidence, managed client workspaces, and reports to build a repeatable service.",
     "u": "https://gemmetric.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO | Owned-site clarity",
     "u": "https://gemmetric.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://gemmetric.ai/terms-of-service",
   "founded": 2025,
   "founded_src": "https://gemmetric.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://www.producthunt.com/products/gemmetric"
   },
   "slug": "gemmetric"
  },
  {
   "n": "GenieOptimize",
   "u": "https://genieoptimize.com/",
   "w": "Sells share of voice tracking across four AI engines with competitor comparison and generated fixes, to small SaaS teams and agencies.",
   "w_u": "https://genieoptimize.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if ChatGPT, Perplexity, Gemini, and Grok mention your product when users ask for recommendations in your category.",
     "u": "https://genieoptimize.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Authority source mapping - see which URLs AI cites",
     "u": "https://genieoptimize.com/features/"
    },
    "content": {
     "v": "yes",
     "q": "AI identifies specific content gaps and generates fixes.",
     "u": "https://genieoptimize.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Generate AI-optimized llms.txt files for your website.",
     "u": "https://genieoptimize.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Custom prompts",
     "u": "https://genieoptimize.com/features/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients",
     "u": "https://genieoptimize.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-01",
    "src": "https://genieoptimize.com/changelog/"
   },
   "slug": "genieoptimize"
  },
  {
   "n": "GEO Ready",
   "u": "https://geoready.app/",
   "w": "Sells AI visibility assessments and reports that score a website's readiness for AI search against competitors, to small businesses.",
   "w_u": "https://geoready.app/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Free AI visibility assessment. Discover how ChatGPT, Claude & Google AI Overviews see your business.",
     "u": "https://geoready.app/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Content opportunity recommendations",
     "u": "https://geoready.app/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "crawlability, structured data, and AI-readiness",
     "u": "https://geoready.app/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Download comprehensive reports for client presentations",
     "u": "https://geoready.app/llms.txt"
    }
   },
   "hq": "United States",
   "hq_src": "https://geoready.app/llms.txt",
   "founded": 1994,
   "founded_src": "https://geoready.app/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geo-ready"
  },
  {
   "n": "GEO SEO Lab",
   "u": "https://geoseolab.com/",
   "w": "Platform for SMBs, agencies and brands that tracks AI visibility and also covers site health, content, reviews, local presence and AI traffic.",
   "w_u": "https://geoseolab.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracking your brand across 20+ AI & search engines",
     "u": "https://geoseolab.com/"
    },
    "sources": {
     "v": "partial",
     "q": "GEO SEO Lab helps marketing teams monitor AI citations",
     "u": "https://geoseolab.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Create · humanize · publish",
     "u": "https://geoseolab.com/"
    },
    "technical": {
     "v": "yes",
     "q": "LLM Traffic Analytics uses proprietary fingerprinting to identify and attribute traffic from AI engines",
     "u": "https://geoseolab.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "built for SMBs, agencies, and growing brands",
     "u": "https://geoseolab.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://geoseolab.com/terms/",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/geoseolab",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09-26",
    "src": "https://www.linkedin.com/feed/update/urn:li:activity:7377384394824658945"
   },
   "slug": "geo-seo-lab"
  },
  {
   "n": "Geoa",
   "u": "https://geoa.app/",
   "w": "Software that finds customer questions where ChatGPT omits a business, then writes content and website fixes, for Nordic small and midsize businesses.",
   "w_u": "https://geoa.app/en",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Receive an instant notification whenever a ranking drops, a citation disappears or a competitor overtakes you in ChatGPT, Claude or Gemini.",
     "u": "https://geoa.app/en"
    },
    "sources": {
     "v": "yes",
     "q": "ongoing GEO score tracking, AI citation analysis and Auto Fix",
     "u": "https://geoa.app/en"
    },
    "content": {
     "v": "yes",
     "q": "writes the articles and pages that close the gaps the SEO expert finds",
     "u": "https://geoa.app/en"
    },
    "technical": {
     "v": "yes",
     "q": "schema markup, llms.txt, meta descriptions, AI crawler rules in robots.txt, internal links and 301 redirects",
     "u": "https://geoa.app/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GEO Prompt Generator",
     "u": "https://geoa.app/en"
    },
    "agency": {
     "v": "partial",
     "q": "Geoa for agencies",
     "u": "https://geoa.app/en"
    }
   },
   "hq": "Denmark",
   "hq_src": "https://geoa.app/en/about",
   "founded": 2025,
   "founded_src": "https://geoa.app/en/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://apps.shopify.com/proof-seo"
   },
   "slug": "geoa"
  },
  {
   "n": "GEOAhead",
   "u": "https://geoahead.com/",
   "w": "Invitation based platform that monitors hotel brands across nine Chinese and international AI engines and generates content and action plans, for hotel brands.",
   "w_u": "https://geoahead.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "同时监测 9 个主流 AI 平台",
     "u": "https://geoahead.com/"
    },
    "sources": {
     "v": "partial",
     "q": "SOV、前三率、场景命中、引用感知、讲对率五维合成 0-100 的 AI 可见度指数（AVI）",
     "u": "https://geoahead.com/"
    },
    "content": {
     "v": "yes",
     "q": "生成小红书图文、抖音脚本、高权重文章、FAQ、Schema JSON-LD，直接针对 AI 引用优化。",
     "u": "https://geoahead.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI bot visibility analytics",
     "u": "https://geoahead.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "城市可见度排行、竞品异动预警、AI 场景热榜，一眼看懂整个市场格局。",
     "u": "https://geoahead.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "China",
   "hq_src": "https://geoahead.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoahead"
  },
  {
   "n": "GEOaud.it",
   "u": "https://www.geoaud.it/",
   "w": "Website audit tool scoring AI readiness and tracking brand mentions in AI answers for businesses; no longer developed, successor is xcheck.",
   "w_u": "https://www.geoaud.it/pricing",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand mentions across ChatGPT, Claude, Google AI, and Perplexity",
     "u": "https://www.geoaud.it/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "We analyze how clearly your content explains what you do.",
     "u": "https://www.geoaud.it/"
    },
    "technical": {
     "v": "yes",
     "q": "We check if AI systems can access your website.",
     "u": "https://www.geoaud.it/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.geoaud.it/imprint",
   "founded": 1997,
   "founded_src": "https://www.geoaud.it/",
   "read": "2026-11-02",
   "slug": "geoaud-it"
  },
  {
   "n": "GeoContextAI",
   "u": "https://www.geocontextai.com/",
   "w": "Platform for marketing agencies that monitors client brands across eight AI platforms, traces citations, drafts fixes and provides white-label reporting.",
   "w_u": "https://www.geocontextai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across 8 AI platforms by buyer journey stage.",
     "u": "https://www.geocontextai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation forensics traces AI's sources backward.",
     "u": "https://www.geocontextai.com/"
    },
    "content": {
     "v": "yes",
     "q": "it drafts the content that closes the gap",
     "u": "https://www.geocontextai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Unblock GPTBot in robots.txt. 5-minute fix.",
     "u": "https://www.geocontextai.com/about"
    },
    "pr": {
     "v": "partial",
     "q": "earn coverage on the review sites and communities AI engines trust",
     "u": "https://www.geocontextai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Gap prompt identification",
     "u": "https://www.geocontextai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "fix it with white-label reporting",
     "u": "https://www.geocontextai.com/"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www.geocontextai.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geocontextai"
  },
  {
   "n": "GeoGryphon",
   "u": "https://geogryphon.com/",
   "w": "Software that audits brand mentions and citations across up to eight AI engines and generates content briefs, for brands, consultants and agencies.",
   "w_u": "https://geogryphon.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GeoGryphon tracks your brand's AI visibility across ChatGPT, Perplexity, Gemini, Claude, and 4 more AI search engines.",
     "u": "https://geogryphon.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every audit lists the source domains each engine cited in its answers",
     "u": "https://geogryphon.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate a citation-optimized content brief in about a minute.",
     "u": "https://geogryphon.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Auto-generated JSON-LD markup",
     "u": "https://geogryphon.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies with many clients",
     "u": "https://geogryphon.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://geogryphon.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://terrellflautt.com/blog/programming/geogryphon-dev/geogryphon-launch.html"
   },
   "slug": "geogryphon"
  },
  {
   "n": "GEOKit",
   "u": "https://geokit.site/",
   "w": "Free toolkit of generators and checkers for llms.txt, AI robots.txt, schema and AI readiness, for website owners.",
   "w_u": "https://geokit.site/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query 6 AI models with niche-relevant prompts and measure your brand's visibility and ranking.",
     "u": "https://geokit.site/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Transform your content into Q&A format that AI models naturally parse and cite in answers.",
     "u": "https://geokit.site/"
    },
    "technical": {
     "v": "yes",
     "q": "Create an llms.txt file that tells AI models what your site is about and which pages matter most.",
     "u": "https://geokit.site/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Helps AI shopping assistants and Google understand and recommend your product.",
     "u": "https://geokit.site/"
    },
    "prompts": {
     "v": "partial",
     "q": "Discover what questions people ask AI engines about your topic.",
     "u": "https://geokit.site/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geokit"
  },
  {
   "n": "Geol.ai",
   "u": "https://geol.ai/",
   "w": "GEO platform that tracks citation share across AI engines and generates llms.txt, schema and other AI optimization files.",
   "w_u": "https://geol.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, placement in AI answers, competitor presence, and citation sources — over time.",
     "u": "https://geol.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track mentions, placement in AI answers, competitor presence, and citation sources — over time.",
     "u": "https://geol.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Automatically produce robots.txt, sitemap.xml, llms.txt, and JSON-LD structured data — graded, validated, and ready to deploy.",
     "u": "https://geol.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Built for agencies and SaaS teams.",
     "u": "https://geol.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Auto-generate AI optimization files.",
     "u": "https://geol.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/kevinfincel_tomorrow-morning-were-launching-geolais-activity-7442300120810848257-ETfX",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/kevinfincel_tomorrow-morning-were-launching-geolais-activity-7442300120810848257-ETfX",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/kevinfincel_tomorrow-morning-were-launching-geolais-activity-7442300120810848257-ETfX"
   },
   "slug": "geol-ai"
  },
  {
   "n": "Geolify",
   "u": "https://geolify.ai/",
   "w": "Audit software that scores a site's AI visibility from 0 to 100 and lists prioritized fixes, with prompt tracking, for SEO teams and agencies.",
   "w_u": "https://geolify.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts and brand mentions to see how AI visibility changes between audits.",
     "u": "https://geolify.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Technical, citation, and content fixes",
     "u": "https://geolify.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI readiness is measurable across content, citations, readability, and freshness.",
     "u": "https://geolify.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Unoptimized robots.txt rules blocking AI crawler agents",
     "u": "https://geolify.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run GEO audits for every client, ship branded reports, and prove ROI",
     "u": "https://geolify.ai/solutions/agencies"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geolify"
  },
  {
   "n": "GEOPulse (getgeopulse.com)",
   "u": "https://getgeopulse.com/",
   "w": "Website audit and visibility monitoring across five search and answer engines, for managed service providers, agencies and consultants.",
   "w_u": "https://getgeopulse.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the buyer questions that matter",
     "u": "https://getgeopulse.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources support each answer",
     "u": "https://getgeopulse.com/"
    },
    "content": {
     "v": "yes",
     "q": "Audit crawl, structure, content, and trust",
     "u": "https://getgeopulse.com/"
    },
    "technical": {
     "v": "yes",
     "q": "It checks the public signals that help search and AI systems crawl, understand, and reuse your website",
     "u": "https://getgeopulse.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can manage client portfolios, run recurring measurements, and share client-ready scorecards and reports.",
     "u": "https://getgeopulse.com/"
    }
   },
   "product": "GEO-Pulse",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geopulse-getgeopulse"
  },
  {
   "n": "GeoReady",
   "u": "https://geoready.dev/",
   "w": "AI visibility audit scoring if AI engines can reach, read and cite pages; ranked fixes; built on open-source geo-optimizer-skill.",
   "w_u": "https://geoready.dev/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Free AI visibility audit plus paid GEO monitoring. Check if ChatGPT, Perplexity, Claude, and Gemini can reach and cite your site, then track changes.",
     "u": "https://geoready.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "AI answer checksWhich domains Perplexity cites",
     "u": "https://geoready.dev/"
    },
    "content": {
     "v": "yes",
     "q": "`geo fix --url `: generate fix files (robots.txt, llms.txt, JSON-LD schema)",
     "u": "https://geoready.dev/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency — [price]/month founding price, then [price]/month; 50 domains with daily monitoring, team workspace",
     "u": "https://geoready.dev/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt generator | Free AI-ready llms.txt from your sitemap",
     "u": "https://geoready.dev/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://geoready.dev/llms.txt",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://github.com/Auriti-Labs/geo-optimizer-skill/releases/tag/v1.0.0"
   },
   "slug": "geoready-geo-optimizer-engine"
  },
  {
   "n": "GeoReputation",
   "u": "https://georeputation.com/",
   "w": "AI visibility tracking and ranked recommendations for brands, service businesses and the agencies that serve them.",
   "w_u": "https://georeputation.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run real prompts across ChatGPT, Gemini, and Perplexity the way your customers see them",
     "u": "https://georeputation.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source attribution: what’s driving your mentions",
     "u": "https://georeputation.com/"
    },
    "content": {
     "v": "yes",
     "q": "We implement the recommendations in your content",
     "u": "https://georeputation.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Technical AI visibility issues flagged",
     "u": "https://georeputation.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label platform: your brand, your reports",
     "u": "https://georeputation.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://georeputation.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/georeputation_free-ai-visibility-scan-georeputation-activity-7477882489760309248-M2y4"
   },
   "slug": "georeputation"
  },
  {
   "n": "GEOREX AI",
   "u": "https://georex.ai/",
   "w": "AI visibility platform for brands and agencies that tracks mentions and citations across five AI engines and turns gaps into tasks.",
   "w_u": "https://georex.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mention rate and direct citation rate, tracked separately for ChatGPT, Gemini, Google AI Overviews, Perplexity, and Claude.",
     "u": "https://georex.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand why: which pages are cited, which competitors win",
     "u": "https://georex.ai/about"
    },
    "content": {
     "v": "yes",
     "q": "Follow the task: a page, schema, or a citation.",
     "u": "https://georex.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical foundation and AI search & authority signals, broken into 12 real dimensions.",
     "u": "https://georex.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Follow the task: a page, schema, or a citation.",
     "u": "https://georex.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GEOREX writes 50 unbranded prompts grouped by topic, from the questions your buyers really ask Google and AI engines.",
     "u": "https://georex.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Several domains under one account with white-label reports in your own branding.",
     "u": "https://georex.ai/pricing"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://georex.ai/about",
   "founded": 2026,
   "founded_src": "https://georex.ai/about",
   "read": "2026-11-02",
   "slug": "georex-ai"
  },
  {
   "n": "GeoSonar",
   "u": "https://geosonar.ai/",
   "w": "GEO platform that scores brand visibility across five AI engines, with citation mapping, technical audit and prioritized tasks for SMBs and agencies.",
   "w_u": "https://geosonar.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GeoSonar misura AI visibility, citation tracking e GEO Score su ChatGPT, Perplexity, Gemini, Claude e Copilot",
     "u": "https://geosonar.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Il Citation Network mostra fonti, domini e competitor citati dai motori AI.",
     "u": "https://geosonar.ai/"
    },
    "content": {
     "v": "yes",
     "q": "GeoSonar valuta se definizioni, dati, fonti e FAQ sono abbastanza chiari per essere estratti dai motori AI.",
     "u": "https://geosonar.ai/about"
    },
    "technical": {
     "v": "yes",
     "q": "Scansiona il web e individua tutti i problemi tecnici che limitano la tua visibilità AI.",
     "u": "https://geosonar.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Stupisci i clienti con risultati GEO reali e misurabili.",
     "u": "https://geosonar.ai/"
    }
   },
   "hq": "Italy",
   "hq_src": "https://geosonar.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geosonar"
  },
  {
   "n": "geoSurge",
   "u": "https://geosurge.ai/",
   "w": "geoSurge measures how ChatGPT, Claude and Gemini represent a brand, with free prompt tracking and paid corpus engineering for brands and agencies.",
   "w_u": "https://geosurge.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Share of answers where your brand appears.",
     "u": "https://geosurge.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "What the models cite when they describe you.",
     "u": "https://geosurge.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We deploy corpus about your brand and campaigns for models to learn from at the training moment",
     "u": "https://geosurge.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Identifies AI crawlers and agents hitting your site so you can serve them optimized content.",
     "u": "https://geosurge.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Yes. geoSurge supports agencies and partners managing AI visibility for multiple brands and markets.",
     "u": "https://geosurge.ai/pricing"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://geosurge.ai/about",
   "founded": 2025,
   "founded_src": "https://www.uktech.news/ai/ai-search-visibility-startup-geosurge-scores-9-4m-round-20260703",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://tech.eu/2025/12/17/geosurge-emerges-from-stealth-to-help-brands-improve-visibility-in-ai-search/"
   },
   "slug": "geosurge"
  },
  {
   "n": "GeoTest",
   "u": "https://geotest.ai/",
   "w": "GEO score checker for website owners and agencies that audits pages for AI citation and writes fixes, with an optional team fix plan.",
   "w_u": "https://geotest.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI citation testing (ChatGPT and Perplexity live, Gemini from memory)",
     "u": "https://geotest.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "prices each issue in points, and writes the fix from your own content.",
     "u": "https://geotest.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Structured Data (12), Freshness (7), and Extractability (8)",
     "u": "https://geotest.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Yes, agencies can use GeoTest for multiple clients",
     "u": "https://geotest.ai/"
    }
   },
   "founded": 2026,
   "founded_src": "https://geotest.ai/",
   "read": "2026-11-02",
   "slug": "geotest"
  },
  {
   "n": "GeoTrackerAI",
   "u": "https://geotrackerai.com/",
   "w": "AI visibility tracker for founder led B2B SaaS that measures buyer questions across AI engines and turns cited evidence into review ready actions.",
   "w_u": "https://geotrackerai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Pro uses repeated measurements for monitored prompts and reports the observed pattern",
     "u": "https://geotrackerai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See where AI recommends competitors, trace the cited sources, and review what to do next.",
     "u": "https://geotrackerai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Draft a review-ready content brief",
     "u": "https://geotrackerai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Citation drafts + weekly Crawlability monitor",
     "u": "https://geotrackerai.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Use the cited source as a research lead, then review a proposed content angle before publishing or contacting anyone.",
     "u": "https://geotrackerai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Start with 3 buyer questions in ChatGPT Search and Perplexity.",
     "u": "https://geotrackerai.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Tracker AI",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geotrackerai"
  },
  {
   "n": "GeoXylia",
   "u": "https://www.geoxylia.com/",
   "w": "AI citation audit that scores a URL across AI engines and nine dimensions, then gives a fix list, for B2B teams and SEO agencies.",
   "w_u": "https://www.geoxylia.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your real cross-engine citation score from Perplexity, Gemini, and ChatGPT",
     "u": "https://www.geoxylia.com/"
    },
    "sources": {
     "v": "partial",
     "q": "which competitors are being referenced instead of you",
     "u": "https://www.geoxylia.com/"
    },
    "content": {
     "v": "yes",
     "q": "GeoXylia scores individual content blocks for citability",
     "u": "https://www.geoxylia.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Every factor that determines AI visibility: from structured data quality and passage retrieval to brand authority",
     "u": "https://www.geoxylia.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports, batch auditing, and competitor gap analysis help you win retainers",
     "u": "https://www.geoxylia.com/"
    }
   },
   "hq": "Malaysia",
   "hq_src": "https://www.geoxylia.com/about",
   "founded": 2026,
   "founded_src": "https://www.geoxylia.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geoxylia"
  },
  {
   "n": "GetXEO",
   "u": "https://getxeo.ai/",
   "w": "Software that measures brand visibility in AI engines and writes interlinked blog posts built for AI citation, for brands, agencies and enterprises.",
   "w_u": "https://getxeo.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "An XEO question is a buyer intent prompt we track across Claude, ChatGPT, Gemini, and Perplexity",
     "u": "https://getxeo.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "GetXEO writes the blogs that AI engines actually cite.",
     "u": "https://getxeo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Make your website bot friendly, so AI crawlers can read, parse, and cite your pages without barriers.",
     "u": "https://getxeo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GetXEO instead finds the real questions buyers ask AI engines, the way they phrase them",
     "u": "https://getxeo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies suits teams managing several client workspaces from one account",
     "u": "https://getxeo.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/npx_aeo-geo-seo-activity-7476913006296064000-83fF"
   },
   "slug": "getxeo"
  },
  {
   "n": "Ghostd",
   "u": "https://ghostd.ai/",
   "w": "AI search visibility platform for small businesses: tracks brand mentions across seven AI platforms, competitor context, source evidence and site-readiness fixes.",
   "w_u": "https://ghostd.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Your AI Visibility | Across Seven Platforms",
     "u": "https://ghostd.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "then review source evidence and public-page checks to decide what to address",
     "u": "https://ghostd.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We audit your schema, crawlability, and content structure, the signals AI needs to find and understand your site.",
     "u": "https://ghostd.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Running an agency or need custom volume? | Let's talk →",
     "u": "https://ghostd.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "We audit your schema, crawlability, and content structure",
     "u": "https://ghostd.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://ghostd.ai/pricing",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ghostd"
  },
  {
   "n": "Glasarity",
   "u": "https://glasarity.com/",
   "w": "Russian language service that monitors brand mentions in Alice, Google AI features, ChatGPT and Perplexity, with site audit and article generation.",
   "w_u": "https://glasarity.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Мы отправляем коммерческие запросы во все нейросети одновременно, как если бы их задавали разные пользователи.",
     "u": "https://glasarity.com/"
    },
    "sources": {
     "v": "yes",
     "q": "топ доменов, откуда ИИ берёт ответы",
     "u": "https://glasarity.com/about"
    },
    "content": {
     "v": "yes",
     "q": "генерация контента под цитирование нейросетями",
     "u": "https://glasarity.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "готовность к AI-ботам: robots.txt, sitemap, llms.txt",
     "u": "https://glasarity.com/about"
    },
    "pr": {
     "v": "partial",
     "q": "Находить запросы, страницы и внешние источники, которые нейросети используют в ответах",
     "u": "https://glasarity.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Запросы под вашу нишу. Подходит любому бренду. ИИ-генератор изучает ваш сайт и конкурентов",
     "u": "https://glasarity.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Проводить аудит видимости клиентских брендов",
     "u": "https://glasarity.com/"
    }
   },
   "hq": "Russia",
   "hq_src": "https://glasarity.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "glasarity"
  },
  {
   "n": "Greater Than Services",
   "u": "https://greaterthanservices.com/",
   "w": "AI visibility platform for brands and agencies that tracks answers weekly across five engines and gives copy and paste fixes.",
   "w_u": "https://greaterthanservices.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly runs across ChatGPT, Claude, Gemini, Perplexity and the live Google AI Overviews page.",
     "u": "https://greaterthanservices.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation gap vs your top competitor",
     "u": "https://greaterthanservices.com/"
    },
    "content": {
     "v": "yes",
     "q": "GEO Writer: up to 15 articles per month in total",
     "u": "https://greaterthanservices.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Every finding ships as JSON-LD, meta tags or HTML you can paste today.",
     "u": "https://greaterthanservices.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Getting onto them beats outranking anybody.",
     "u": "https://greaterthanservices.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies resell under their own brand, script us through the API, or pull the whole workspace into Claude and Cursor over MCP.",
     "u": "https://greaterthanservices.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://greaterthanservices.com/terms",
   "read": "2026-11-02",
   "slug": "greater-than-services"
  },
  {
   "n": "Gumshoe AI",
   "u": "https://gumshoe.ai/",
   "w": "GEO platform that runs buyer-persona conversations against 12 AI model families and reports brand presence, competitors, cited sources and content gaps.",
   "w_u": "https://gumshoe.ai/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "reports where a brand appears, which competitors appear instead, which sources the models cited, and how they characterize the brand.",
     "u": "https://gumshoe.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "The sources models lean on when they answer, and who those sources talk about.",
     "u": "https://gumshoe.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Build your own covers a monthly Visibility Audit, a weekly Snapshot Audit, 10 Technical Audit runs, and 3 content generation pieces",
     "u": "https://gumshoe.ai/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Everything you need to deliver AI visibility services across your entire client portfolio.",
     "u": "https://gumshoe.ai/solutions/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Technical GEO Audit",
     "u": "https://gumshoe.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Our Prompts Approach; Our Personas Approach",
     "u": "https://gumshoe.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Gumshoe",
   "hq": "United States",
   "hq_src": "https://gumshoe.ai/llms.txt",
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/gumshoe-ai",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "gumshoe"
  },
  {
   "n": "Honeyb",
   "u": "https://www.honeyb.ai/",
   "w": "Tracks AI search visibility daily across eight engines, maps cited sources, and an agent writes content, llms.txt and outreach targets to get recommended.",
   "w_u": "https://www.honeyb.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Honeyb tracks AI search visibility daily across eight engines",
     "u": "https://www.honeyb.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Every answer cites its sources. Honeyb maps them, so you know which review sites, communities, and pages to win.",
     "u": "https://www.honeyb.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Honeyb drafts the content that answers your buyers’ questions, generates your llms.txt, checks how machines read your site",
     "u": "https://www.honeyb.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "and points outreach at the sources that shape the answer. ... Concrete actions on content, sources, and PR, ranked by impact and effort.",
     "u": "https://www.honeyb.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Custom prompt volume, white-label reporting, API access, SSO, and a dedicated Slack channel.",
     "u": "https://www.honeyb.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI Readability: How AI bots read and access your site.",
     "u": "https://www.honeyb.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Buyers ask this in 31 tracked prompts.",
     "u": "https://www.honeyb.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Honeyb AI",
   "hq": "Latvia",
   "hq_src": "https://www.honeyb.ai/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.producthunt.com/products/honeyb/launches"
   },
   "slug": "honeyb-ai"
  },
  {
   "n": "Humanswith.AI",
   "u": "https://humanswith.ai/",
   "w": "AI agent platform with expert oversight that finds AI answer gaps, writes and publishes AEO content, and runs search ads for marketing teams.",
   "w_u": "https://humanswith.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform asks AI engines the questions your buyers ask and shows where a competitor is named instead of you.",
     "u": "https://humanswith.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Hermes preserves comparable observations and keeps mentions distinct from citations.",
     "u": "https://humanswith.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Agents research, write and fact-check articles grounded in your brand knowledge base, then publish them to your CMS.",
     "u": "https://humanswith.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "We track how often AI names you, the AI crawlers reading your pages and the visitors AI sends you.",
     "u": "https://humanswith.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Building and structuring the reviews, mentions, and trusted publications models draw on to recommend a brand.",
     "u": "https://humanswith.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "in development (early access): paid AI placements that auto-pause as organic citations win.",
     "u": "https://humanswith.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "ContentOS carries the prompt map, source boundary, draft, metadata, schema, checks",
     "u": "https://humanswith.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States; United Arab Emirates",
   "hq_src": "https://humanswith.ai/about/",
   "founded": 2019,
   "founded_src": "https://humanswith.ai/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "humanswith-ai"
  },
  {
   "n": "Ignite",
   "u": "https://igniteagent.ai/",
   "w": "AI search visibility software for brands and agencies that tracks what AI assistants say and drafts fixes for their websites.",
   "w_u": "https://igniteagent.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buyers' real questions, asked on up to five AI platforms every week",
     "u": "https://igniteagent.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "What each AI gets wrong about you, and which page caused it.",
     "u": "https://igniteagent.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Ignite drafts and deploys the fix. You approve. One click undoes it.",
     "u": "https://igniteagent.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "the full log of visits from each AI bot",
     "u": "https://igniteagent.ai/wiki/ignite/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Ignite for e-commerce",
     "u": "https://igniteagent.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Ignite Agent forecasts questions about your brand on AI",
     "u": "https://igniteagent.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Each client gets their own workspace.",
     "u": "https://igniteagent.ai/agencies/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://igniteagent.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/feed/update/urn:li:activity:7492345005546741761"
   },
   "slug": "ignite"
  },
  {
   "n": "Illusion",
   "u": "https://illusion.ai/",
   "w": "Affordable AI search visibility tracker: mentions in ChatGPT, Claude, Gemini, Perplexity and AI Overviews, competitor mentions, site audit and recommendations.",
   "w_u": "https://illusion.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks AI mentions across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews, compares competitor mentions",
     "u": "https://illusion.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "audits websites for AI-search readiness, and produces plain-English recommendations.",
     "u": "https://illusion.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Illusion is an affordable AI search visibility platform for startups, agencies, founders, local service businesses, and small businesses.",
     "u": "https://illusion.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Metrics Illusion tracks: Google AI Overview citations",
     "u": "https://illusion.ai/ai-search-monitoring"
    },
    "technical": {
     "v": "yes",
     "q": "analyzes AI bot traffic context, audits websites for AI-search readiness",
     "u": "https://illusion.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.producthunt.com/products/illusion-ai"
   },
   "slug": "illusion"
  },
  {
   "n": "KnitKnot",
   "u": "https://knitknot.ai/",
   "w": "AI competitive positioning software for B2B SaaS that tracks AI recommendations, traces false claims to sources and helps correct them.",
   "w_u": "https://knitknot.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure visibility and head-to-head recommendations across the buyer questions that matter.",
     "u": "https://knitknot.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "the material claims in the answer, and the sources it cites",
     "u": "https://knitknot.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Publish supported corrections and stronger proof on eligible pages.",
     "u": "https://knitknot.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Agent fetches are reported per agent, with the identity distinguished.",
     "u": "https://knitknot.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "draft a correction request to the publisher",
     "u": "https://knitknot.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Build a stable question set from buyer demand, products, competitors, and decision criteria.",
     "u": "https://knitknot.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/knitknot-ai",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/knitknot-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://knitknot.ai/changelog/2026-04/"
   },
   "slug": "knitknot"
  },
  {
   "n": "Knowatoa",
   "u": "https://knowatoa.com/",
   "w": "Knowatoa sells AI visibility tracking to brands. It tracks brand mentions, cited pages and sentiment each week across several AI answer engines. A Research Hub finds real AI search questions and content gaps, and AI agents draft site articles and LinkedIn and Bluesky posts.",
   "w_u": "https://knowatoa.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which AI answers you're missing from ... AI search services ChatGPT AI Overviews AI Mode Claude Gemini Meta AI Perplexity",
     "u": "https://knowatoa.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Which sites AI models trust most (citations)",
     "u": "https://knowatoa.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Turn gaps into published content. Every gap is a brief assigned to an AI agent that drafts, researches, or checks on schedule. ... Answer \"What platform should I use for email surveys?\" on Kit's site so AI systems have a clear source to cite.",
     "u": "https://knowatoa.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Create a competing YouTube video ... Publish on: YouTube",
     "u": "https://knowatoa.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Configure your monitoring needs and get an instant price estimate for all your client sites ... you can invite individual clients to view their own site's data.",
     "u": "https://knowatoa.com/pricing/agency"
    },
    "technical": {
     "v": "yes",
     "q": "AI Search Console: Ensure AI bots can properly access and crawl your site for accurate representation.",
     "u": "https://knowatoa.com/features"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword Discovery: Identify high-value keywords and questions that trigger AI to mention your brand.",
     "u": "https://knowatoa.com/features"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/knowatoa",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-01",
    "src": "https://www.wearefounders.uk/how-knowatoa-helps-businesses-win-the-ai-search-game/"
   },
   "slug": "knowatoa"
  },
  {
   "n": "LightSite AI",
   "u": "https://www.lightsite.ai/",
   "w": "AI search infrastructure and analytics: deploys structured endpoints and JSON-LD on your site, tracks AI bots, citations and share of voice.",
   "w_u": "https://www.lightsite.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track citation, extraction, and share-of-voice outcomes",
     "u": "https://www.lightsite.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "which competitors win which queries, in which source clusters, and why",
     "u": "https://www.lightsite.ai/"
    },
    "content": {
     "v": "yes",
     "q": "deploy infrastructure, publish structured endpoints, generate the missing pages",
     "u": "https://www.lightsite.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "real crawl, query, and extraction signals from ChatGPT, Claude, Gemini, and Perplexity bots",
     "u": "https://www.lightsite.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "How to Prepare Your Ecommerce Site for OpenAI Shopping",
     "u": "https://www.lightsite.ai"
    }
   },
   "product": "LightSite AI bot analytics",
   "hq": "Israel",
   "hq_src": "https://www.lightsite.ai/",
   "founded": 2024,
   "founded_src": "https://pettersoncapital.com/portfolio/lightsite/",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "lightsite-ai"
  },
  {
   "n": "LightSpot",
   "u": "https://lightspot.ai/en",
   "w": "AI visibility audit and agent software that scores sites, tracks citations across five AI engines and applies fixes through the CMS.",
   "w_u": "https://lightspot.ai/en",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Citation tracking across the 5 AI engines",
     "u": "https://lightspot.ai/en"
    },
    "sources": {
     "v": "partial",
     "q": "Every citation, with the exact answer.",
     "u": "https://lightspot.ai/en"
    },
    "content": {
     "v": "yes",
     "q": "Titles rewritten on 6 guides",
     "u": "https://lightspot.ai/en"
    },
    "technical": {
     "v": "yes",
     "q": "Audit your site against 46 GEO + SEO criteria",
     "u": "https://lightspot.ai/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Search Console, ChatGPT ads",
     "u": "https://lightspot.ai/en"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies: up to 50 sites handed over to our agents.",
     "u": "https://lightspot.ai/en"
    }
   },
   "hq": "France",
   "hq_src": "https://www.linkedin.com/company/lightspot-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "lightspot"
  },
  {
   "n": "Listable Labs",
   "u": "https://www.listablelabs.com/",
   "w": "AI search visibility and AEO platform for brands and agencies that tracks citations and generates content for answer engines.",
   "w_u": "https://www.listablelabs.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measure visibility, citations, and competitive ranking",
     "u": "https://www.listablelabs.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Explore the sources that AI cites when recommending your brand and your competitors",
     "u": "https://www.listablelabs.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate, edit, and publish AI-optimised content at scale.",
     "u": "https://www.listablelabs.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawlability Checker",
     "u": "https://www.listablelabs.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Explorer",
     "u": "https://www.listablelabs.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies with multi-brand AI search work.",
     "u": "https://www.listablelabs.com/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://in.linkedin.com/company/listablelabs",
   "founded": 2025,
   "founded_src": "https://in.linkedin.com/company/listablelabs",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/jaynil360_we-launched-a-week-ago-googles-ai-overview-activity-7444813184588230656-AOFN"
   },
   "slug": "listable-labs"
  },
  {
   "n": "LiveMentions",
   "u": "https://livementions.com/",
   "w": "AI brand visibility platform for brands, SEO professionals and agencies that tracks mentions, competitors, cited sources and AI traffic.",
   "w_u": "https://livementions.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run real buyer questions across ChatGPT, Claude, Gemini, and Perplexity to see how your brand appears in AI-generated answers.",
     "u": "https://livementions.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sites shape how AI talks about your brand and category.",
     "u": "https://livementions.com/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize actions and FAQ drafts follow your Brand Context.",
     "u": "https://livementions.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability shows every AI bot as allowed, partly restricted or blocked",
     "u": "https://livementions.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Build A Presence On Reddit",
     "u": "https://livementions.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Find the questions AI answers without you, and what to write.",
     "u": "https://livementions.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Run AI visibility for every client from one account.",
     "u": "https://livementions.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "livementions"
  },
  {
   "n": "LLMFriendly",
   "u": "https://llmfriendly.ai/",
   "w": "Agent platform that tracks brand rank and citations in ChatGPT and Gemini, audits sites and writes content, for brands.",
   "w_u": "https://llmfriendly.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your exact ranking position when ChatGPT, Gemini, and other AI platforms recommend products in your category.",
     "u": "https://llmfriendly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which websites, blogs, and publications AI platforms reference when mentioning your brand",
     "u": "https://llmfriendly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Auto-generate blog posts using AI combined with competitive insights and keyword data.",
     "u": "https://llmfriendly.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Is Your Website Ready for AI Search? Automated SEO Audits for a LLM-Friendly Approach.",
     "u": "https://llmfriendly.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Monitor brand mentions across social platforms like Reddit.",
     "u": "https://llmfriendly.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://apps.shopify.com/llmfriendly-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://apps.shopify.com/llmfriendly-ai"
   },
   "slug": "llmfriendly"
  },
  {
   "n": "LLMFY",
   "u": "https://llmfy.ai/",
   "w": "AI SEO toolkit that audits E-E-A-T, schema and citability for AI Overviews and LLMs, with prompt tracking, for site owners and SEOs.",
   "w_u": "https://llmfy.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your brand appears in LLM responses and track its evolution over time.",
     "u": "https://llmfy.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which domains appear alongside yours in LLM responses.",
     "u": "https://llmfy.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Audit one URL against Google's top results and against the sources ChatGPT, Gemini, Perplexity and Claude actually cite for your prompts.",
     "u": "https://llmfy.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Analyze and optimize your robots.txt for AI bot visibility.",
     "u": "https://llmfy.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "find strategic link building opportunities based on AI authority.",
     "u": "https://llmfy.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Tracker",
     "u": "https://llmfy.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Spain",
   "hq_src": "https://llmfy.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2024-10",
    "src": "https://llmfy.ai/changelog"
   },
   "slug": "llmfy"
  },
  {
   "n": "LovedByAI",
   "u": "https://www.lovedby.ai/",
   "w": "WordPress plugin that serves an AI-readable, schema-rich version of each page and tracks AI mentions and AI visitors.",
   "w_u": "https://www.lovedby.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track which AI models talk about you and how much traffic they bring.",
     "u": "https://www.lovedby.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Adds a machine-readable layer: Structured data and an AI-ready version of every page.",
     "u": "https://www.lovedby.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Content insights from AI crawler activity on your client's site, plus the off-site steps to take next.",
     "u": "https://www.lovedby.ai/agencies"
    },
    "agency": {
     "v": "yes",
     "q": "Your name and logo on the plugin, the dashboard and every client email.",
     "u": "https://www.lovedby.ai/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Schema markup, BLUF-format rewrites, auto-generated FAQs, and an LLMs.txt file",
     "u": "https://www.lovedby.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LovedByAI WordPress plugin",
   "hq": "United States",
   "hq_src": "https://www.lovedby.ai/terms-of-use",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "lovedbyai"
  },
  {
   "n": "Lucid Engine",
   "u": "https://lucidengine.tech/en",
   "w": "GEO analytics for SaaS: AI visibility mapping, citation audit, competitor displacement, content gap audits and GEO attribution.",
   "w_u": "https://lucidengine.tech/en",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time heatmaps showing your brand's presence across major generative engines and LLMs.",
     "u": "https://lucidengine.tech/en"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze which technical docs, pages, and claims AI engines are using as their \"ground truth\" source for your brand.",
     "u": "https://lucidengine.tech/en"
    },
    "content": {
     "v": "yes",
     "q": "Lucid helps teams move from diagnosis into remediation with truth-layer analysis, evidence gap mapping, page and doc fixes",
     "u": "https://lucidengine.tech/en"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Team, agency or multi-brand? We're building something.",
     "u": "https://lucidengine.tech/en/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI readiness audit + /llms.txt generator",
     "u": "https://lucidengine.tech/en/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Est. category demand 18.2K/mo",
     "u": "https://lucidengine.tech/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://lucidengine.tech/en/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/lucid-engine/launches"
   },
   "slug": "lucid-engine"
  },
  {
   "n": "Lumos AI",
   "u": "https://trylumos.ai/",
   "w": "GEO software with agents that monitor ChatGPT, Gemini and Claude, find missing prompts and ship page edits, schema and content for brands.",
   "w_u": "https://trylumos.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility, position and sentiment across all engines",
     "u": "https://trylumos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation distribution by source type and per-brand detail",
     "u": "https://trylumos.ai/"
    },
    "content": {
     "v": "yes",
     "q": "For each recommendation, Lumos drafts the article, meta and FAQ.",
     "u": "https://trylumos.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler-access checks for GPTBot, ClaudeBot, Google-Extended and OAI-SearchBot.",
     "u": "https://trylumos.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "find the buyer-intent prompts where you’re missing",
     "u": "https://trylumos.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies managing AI visibility for multiple client brands",
     "u": "https://trylumos.ai/llms.txt"
    }
   },
   "hq": "Chile",
   "hq_src": "https://trylumos.ai/llms.txt",
   "read": "2026-11-02",
   "slug": "lumos-ai"
  },
  {
   "n": "LynxAudit",
   "u": "https://lynxaudit.com/",
   "w": "White label GEO report generator that runs queries across four AI assistants and outputs client PDFs, for agencies and marketers.",
   "w_u": "https://lynxaudit.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real queries across ChatGPT, Claude, Gemini and Perplexity, scored and turned into a client-ready PDF",
     "u": "https://lynxaudit.com/"
    },
    "sources": {
     "v": "partial",
     "q": "get cited on authoritative sources like Wikipedia, G2, Product Hunt, and major industry publications",
     "u": "https://lynxaudit.com/"
    },
    "content": {
     "v": "yes",
     "q": "It measures your citability, brand authority, content quality, technical SEO, schema markup, and platform readiness",
     "u": "https://lynxaudit.com/"
    },
    "technical": {
     "v": "yes",
     "q": "It measures your citability, brand authority, content quality, technical SEO, schema markup, and platform readiness",
     "u": "https://lynxaudit.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label custom reports for your clients.",
     "u": "https://lynxaudit.com/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://lynxaudit.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "lynxaudit"
  },
  {
   "n": "Mador",
   "u": "https://mador.ai/",
   "w": "Platform that asks AI assistants customer questions for local businesses, reports who appears, writes missing content and publishes it after approval.",
   "w_u": "https://mador.ai/en",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "One agent asks the questions, one reads who comes up",
     "u": "https://mador.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Citations of your sources",
     "u": "https://mador.ai/en"
    },
    "content": {
     "v": "yes",
     "q": "writes what you're missing and, with your yes, publishes it.",
     "u": "https://mador.ai/en"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt, one assistant at a time: ChatGPT, Claude, Perplexity, Gemini, Copilot and the others",
     "u": "https://mador.ai/en/leggibile"
    },
    "pr": {
     "v": "partial",
     "q": "In your area, review portals come up in one answer out of five. Your business doesn't.",
     "u": "https://mador.ai/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Una stima dalle ricerche Google degli ultimi 12 mesi su temi vicini.",
     "u": "https://mador.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "All your clients under one login, as many as you like",
     "u": "https://mador.ai/en"
    }
   },
   "hq": "Spain",
   "hq_src": "https://mador.ai/en/nota-legale",
   "read": "2026-11-02",
   "slug": "mador"
  },
  {
   "n": "MAIO",
   "u": "https://www.maioai.com/",
   "w": "GEO platform that scores page readiness for AI answers, lists fixes and tracks prompts and crawlers, for site owners, marketers and agencies.",
   "w_u": "https://www.maioai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "You can also track whether AI mentions your brand.",
     "u": "https://www.maioai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Prompt Tracker, Share of Voice, citations, sentiment, and AI web traffic.",
     "u": "https://maioai.com/"
    },
    "content": {
     "v": "yes",
     "q": "scores how ready each page is to be found and cited, and lists what to fix first",
     "u": "https://www.maioai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "On supported platforms, MAIO also tracks visits from AI crawlers, so you can see which pages they access.",
     "u": "https://www.maioai.com/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track buyer questions and see which AI engines name your brand in the answer.",
     "u": "https://maioai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Prompt Tracker runs ChatGPT, Claude, Gemini, and XAI on the Agency plan.",
     "u": "https://www.maioai.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.maioai.com/about",
   "founded": 2026,
   "founded_src": "https://www.maioai.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&request[slug]=maio-the-new-ai-geo-seo-tool"
   },
   "slug": "maio"
  },
  {
   "n": "MANYMARKETING.AI",
   "u": "https://www.manymarketing.ai/",
   "w": "AI discovery platform that scans visibility across AI engines, generates AEO content and publishes to a CMS, for businesses and agencies.",
   "w_u": "https://www.manymarketing.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get your multi-engine visibility score across Google, ChatGPT, Gemini, Perplexity, and Voice in under 60 seconds.",
     "u": "https://www.manymarketing.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Crawl every page, schema, entity, and competitor citation across Google, ChatGPT, Gemini, and Perplexity.",
     "u": "https://www.manymarketing.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Auto-generate AEO-grade answer blocks, entity-graph patches, and GEO citation triggers.",
     "u": "https://www.manymarketing.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawl every page, schema, entity, and competitor citation across Google, ChatGPT, Gemini, and Perplexity.",
     "u": "https://www.manymarketing.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client agency workspace",
     "u": "https://www.manymarketing.ai/"
    }
   },
   "product": "ManyMarketing AI",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/manymarekting-ai",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/manymarekting-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "manymarketing-ai"
  },
  {
   "n": "MaxAEO",
   "u": "https://maxaeo.ai/",
   "w": "Daily tracking of brand mentions, position and cited sources across eight AI engines, with ranked optimization to-dos.",
   "w_u": "https://maxaeo.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracker Daily tracking across 8 AI engines: mentions, position, competitors, cited sources",
     "u": "https://maxaeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Every answer and every cited source is kept, ready to replay.",
     "u": "https://maxaeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Ranking Optimization Fix mentions, citations and framing to move up in AI answers",
     "u": "https://maxaeo.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "This answer cites 11 sites; every one of them is a place to do the work",
     "u": "https://maxaeo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "I run an agency. Can I use one account for several clients? Yes. Set up one brand per client",
     "u": "https://maxaeo.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Which AI crawlers can read your site, llms.txt, sitemap and schema — scored on the page.",
     "u": "https://maxaeo.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Your buyers' questions for AI — then who 8 engines name, and where you rank.",
     "u": "https://maxaeo.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "maxaeo"
  },
  {
   "n": "MentionBee",
   "u": "https://mentionbee.ai/",
   "w": "One time AI visibility audit report for businesses, covering AI mentions, content, technical basics, trust signals and competitors.",
   "w_u": "https://mentionbee.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wo und wie häufig wirst du bei relevanten Fragen von ChatGPT, Claude, Gemini und Perplexity genannt und empfohlen?",
     "u": "https://mentionbee.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Welche Signale über dein Unternehmen existieren ausserhalb deiner eigenen Website",
     "u": "https://mentionbee.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Ist klar, was du anbietest, für wen dein Angebot relevant ist und wodurch du dich unterscheidest?",
     "u": "https://mentionbee.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Technische Basis für Suchmaschinen, KI-Crawler und saubere Erfassung von Inhalten",
     "u": "https://mentionbee.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://mentionbee.ai/impressum",
   "read": "2026-11-02",
   "slug": "mentionbee"
  },
  {
   "n": "MentionMachine",
   "u": "https://mentionmachine.ai",
   "w": "Site scanner and paid licence that checks whether AI engines can read and name local business sites, then supplies schema, llms.txt and robots files.",
   "w_u": "https://mentionmachine.ai",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Named, recommended, cited or absent: the real text, with the date and model.",
     "u": "https://mentionmachine.ai"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Schema, an llms.txt, a robots patch, FAQ answers and page briefs, built from your own prices and service area.",
     "u": "https://mentionmachine.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Whether the crawlers those engines send can reach the site at all.",
     "u": "https://mentionmachine.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "The agency licence is being repriced",
     "u": "https://mentionmachine.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "mentionmachine"
  },
  {
   "n": "Mentions",
   "u": "https://mentions.so/",
   "w": "Tracks brand mentions, sentiment and AI traffic across major LLMs and turns insights into a recommendations board.",
   "w_u": "https://mentions.so/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions across real AI answers.",
     "u": "https://mentions.so/"
    },
    "sources": {
     "v": "partial",
     "q": "Continue Building Citation Monitoring",
     "u": "https://mentions.so/"
    },
    "content": {
     "v": "yes",
     "q": "Prioritize, track, and execute recommendations in a Kanban-style workflow built to improve your brand's visibility and sentiment.",
     "u": "https://mentions.so/"
    },
    "pr": {
     "v": "partial",
     "q": "High-Value Source Identified for Outreach",
     "u": "https://mentions.so/"
    },
    "agency": {
     "v": "yes",
     "q": "Tailored for agencies managing multiple clients and projects",
     "u": "https://mentions.so/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler analytics for every model run",
     "u": "https://mentions.so/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/mentions-so",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/rob-hoffman-ceo_you-know-your-web-traffic-you-know-your-activity-7353045833321259008-IPnm"
   },
   "slug": "mentions"
  },
  {
   "n": "MessGEO",
   "u": "https://messgeo.com/",
   "w": "GEO tools, research reports, prompt tracking and implementation packages for brands seeking visibility in AI answers.",
   "w_u": "https://messgeo.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracks your share of AI answers against competitors.",
     "u": "https://messgeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which domains feed the AI answers - and turn them into your digital PR target list.",
     "u": "https://messgeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Measures how quotable your content is for AI answers.",
     "u": "https://messgeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Tests reading-bot access (ChatGPT Search, Perplexity, Googlebot) and render.",
     "u": "https://messgeo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "We map your off-site authority, with PR targets.",
     "u": "https://messgeo.com/tools"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "30-50 prompts that mimic real buyer questions in your industry",
     "u": "https://messgeo.com/tools"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Portugal",
   "hq_src": "https://messgeo.com/about",
   "founded": 2026,
   "founded_src": "https://messgeo.com/about",
   "read": "2026-11-02",
   "slug": "messgeo"
  },
  {
   "n": "MonitorMyGEO",
   "u": "https://www.monitormygeo.com/",
   "w": "AI visibility and readiness monitoring software for brands, SEO teams and agencies across ChatGPT, Claude, Perplexity and Gemini.",
   "w_u": "https://www.monitormygeo.com/about",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often Acme CRM appears across ChatGPT, Claude, Perplexity, and Gemini on the prompts that drive pipeline.",
     "u": "https://www.monitormygeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the prompt runs, cited domains, competitor position, historical changes, readiness findings, and recommended work behind each conclusion.",
     "u": "https://www.monitormygeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Prioritized actions with ready-to-edit drafts to grow AI visibility.",
     "u": "https://www.monitormygeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Check whether your website is technically ready for AI search and agents.",
     "u": "https://www.monitormygeo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Earn citations from key sources",
     "u": "https://www.monitormygeo.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generate 10 candidate prompts and choose 5",
     "u": "https://www.monitormygeo.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and multi-brand teams.",
     "u": "https://www.monitormygeo.com/pricing"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.monitormygeo.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "monitormygeo"
  },
  {
   "n": "murmur",
   "u": "https://murmur.marketing/",
   "w": "GEO agency in Brazil that measures brand presence in AI answers and writes content for startups and large companies, with a free diagnostic.",
   "w_u": "https://murmur.marketing/en/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We read your site, write the questions people ask in your market, and run them across 4 engines.",
     "u": "https://murmur.marketing/en/"
    },
    "sources": {
     "v": "partial",
     "q": "How often AI recommends you, cites your domain or lists you first",
     "u": "https://murmur.marketing/en/"
    },
    "content": {
     "v": "yes",
     "q": "We write and publish on a subdomain of your brand that we set up and maintain",
     "u": "https://murmur.marketing/en/"
    },
    "technical": {
     "v": "yes",
     "q": "A site index written for language models: what is there, what matters most and where to find it.",
     "u": "https://murmur.marketing/en/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We map the questions people ask in your industry, from early research to choosing a provider.",
     "u": "https://murmur.marketing/en/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://murmur.marketing/en/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "murmur"
  },
  {
   "n": "Notra",
   "u": "https://www.usenotra.com/",
   "w": "GEO tool that asks ChatGPT, Claude and Gemini buyer questions, shows who appears, tracks AI crawler traffic and writes content to close gaps.",
   "w_u": "https://www.usenotra.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each prompt goes to each model you turn on, with web search where the engine has it. You get who mentioned you, where in the list and whether that moved since the last scan.",
     "u": "https://www.usenotra.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Engines with web search run every prompt with live retrieval. You see the searches the engine made and the pages it cited.",
     "u": "https://www.usenotra.com/"
    },
    "content": {
     "v": "yes",
     "q": "Pick a gap, choose guide, listicle or comparison and Write plans a brief from your brand identity, your sitemap and the competitors you track.",
     "u": "https://www.usenotra.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and teams running several brands.",
     "u": "https://www.usenotra.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Hits from 66 known AI agents, sorted by what they were doing",
     "u": "https://www.usenotra.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://linkedin.com/company/usenotra",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/usenotra",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09-25",
    "src": "https://www.linkedin.com/posts/dominikkoch_for-the-last-month-jan-burzinski-and-i-have-activity-7509223716967440384-7Phu"
   },
   "slug": "notra"
  },
  {
   "n": "OG01ai",
   "u": "https://og01.ai/",
   "w": "Authority scoring software with managed remediation for businesses and enterprises, measuring search, AI visibility, brand signals and digital risk.",
   "w_u": "https://og01.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Per-engine score tracking: ChatGPT, Gemini, Perplexity, Grok",
     "u": "https://og01.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citation frequency",
     "u": "https://og01.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Topical cluster mapping and content brief generation",
     "u": "https://og01.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema deployment: auto-generates and inserts structured data",
     "u": "https://og01.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Wikipedia entry creation guidance and outreach templates",
     "u": "https://og01.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "51–150 sites · white-label dashboard · API access",
     "u": "https://og01.ai/"
    }
   },
   "product": "OG01 AI Search Intelligence",
   "hq": "Australia",
   "hq_src": "https://og01.ai/contact/:",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/og01ai_og01-score-fix-and-prove-your-search-and-activity-7497816296282075137-5XVm"
   },
   "slug": "og01ai"
  },
  {
   "n": "Open GEO",
   "u": "https://geofn.com/",
   "w": "Open source command line tool and MCP server with a paid cloud that audits AI crawler readiness and probes AI engines for citation share.",
   "w_u": "https://geofn.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Concurrently probe ChatGPT, Google Gemini, and Perplexity across commercial queries to inspect citation share and sentiment.",
     "u": "https://geofn.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Google AI Overview & Perplexity citation share radar",
     "u": "https://geofn.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Robots AI policy + llms.txt validation + Schema.org entities",
     "u": "https://geofn.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Inspect AI crawler access rules, llms.txt specification compliance, and Schema.org structured data.",
     "u": "https://geofn.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Unbranded White-Label PDF & Markdown report export",
     "u": "https://geofn.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "open-geo"
  },
  {
   "n": "Openlink",
   "u": "https://openlink.ai",
   "w": "Weekly checks of what AI assistants say about UK small businesses, with fixes applied or drafted for the owner.",
   "w_u": "https://openlink.ai",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week we ask AI assistants the questions your buyers ask, and record who gets named.",
     "u": "https://openlink.ai"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "FAQ draft ready to approve",
     "u": "https://openlink.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Service areas added to structured data",
     "u": "https://openlink.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://openlink.ai/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "openlink"
  },
  {
   "n": "OptimizeCamp",
   "u": "https://optimizecamp.com/",
   "w": "AI visibility software that tracks ChatGPT, Google AI, Perplexity and Claude answers, suggests fixes and generates content for brands and agencies.",
   "w_u": "https://optimizecamp.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buyers’ real questions, run on a schedule across ChatGPT, Google AI, Perplexity and Claude",
     "u": "https://optimizecamp.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See whether you’re in the answer, who is instead, and which sources it cites.",
     "u": "https://optimizecamp.com/"
    },
    "content": {
     "v": "yes",
     "q": "The gaps AI keeps citing competitors for become evidence-backed briefs and drafts",
     "u": "https://optimizecamp.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Checker",
     "u": "https://optimizecamp.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We propose real competitors and 30 prompts worth tracking",
     "u": "https://optimizecamp.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDF reports",
     "u": "https://optimizecamp.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "optimizecamp"
  },
  {
   "n": "OranGEO",
   "u": "https://geo.oran.cn/ai",
   "w": "AI visibility scanner and content workspace for brands and agencies across ChatGPT, Gemini, DeepSeek, Perplexity and Grok.",
   "w_u": "https://geo.oran.cn/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand citations across all major LLMs in real-time.",
     "u": "https://geo.oran.cn/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation usage shaping AI answers",
     "u": "https://geo.oran.cn/"
    },
    "content": {
     "v": "yes",
     "q": "Turn the highest-impact recommendation gap into publish-ready content or proof.",
     "u": "https://geo.oran.cn/ai"
    },
    "technical": {
     "v": "yes",
     "q": "Generate crawler-readable brand context",
     "u": "https://geo.oran.cn/"
    },
    "pr": {
     "v": "partial",
     "q": "Create proof, comparison pages, FAQs, or third-party citations.",
     "u": "https://geo.oran.cn/ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generate buyer prompts for GEO audits",
     "u": "https://geo.oran.cn/"
    },
    "agency": {
     "v": "yes",
     "q": "1-page tracked link · agency white-label ready",
     "u": "https://geo.oran.cn/ai"
    }
   },
   "read": "2026-11-02",
   "slug": "orangeo"
  },
  {
   "n": "Orion",
   "u": "https://useorion.ai/",
   "w": "AEO platform that scores sites on seven factors and measures brand appearance in AI assistants, for marketers, SEO teams and local businesses.",
   "w_u": "https://useorion.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand appears in ChatGPT and Claude responses.",
     "u": "https://useorion.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Side-by-side query analysis shows which evidence your competitors use.",
     "u": "https://useorion.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Structure, entities, citations, authorship, performance, freshness",
     "u": "https://useorion.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical accessibility for AI crawlers",
     "u": "https://useorion.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "E-commerce brands optimizing product pages for AI shopping assistants",
     "u": "https://useorion.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Partner is customized pricing for agencies",
     "u": "https://useorion.ai/pricing"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://useorion.ai/about",
   "founded": 2025,
   "founded_src": "https://useorion.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "orion"
  },
  {
   "n": "Outcited",
   "u": "https://outcited.co/",
   "w": "Tracks buyer queries across ChatGPT, Claude and Gemini, then writes and publishes articles to the site, for founders, marketers and agencies.",
   "w_u": "https://outcited.co/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Up to 200 buyer-style queries run weekly across ChatGPT, Claude, and Gemini.",
     "u": "https://outcited.co/"
    },
    "sources": {
     "v": "partial",
     "q": "You see exactly where you show up - and where competitors get cited instead.",
     "u": "https://outcited.co/"
    },
    "content": {
     "v": "yes",
     "q": "Generate articles engineered for AI citation",
     "u": "https://outcited.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Watch AI bots actually crawl your site in real time.",
     "u": "https://outcited.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We auto-suggest the most relevant queries for your industry",
     "u": "https://outcited.co/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports",
     "u": "https://outcited.co/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://outcited.co/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "outcited"
  },
  {
   "n": "PallasAI",
   "u": "https://www.pallasai.io/",
   "w": "AEO platform: monitors brand visibility in ChatGPT, Perplexity and Gemini and generates and publishes AEO content via a Content Agent.",
   "w_u": "https://www.pallasai.io/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "PallasAI helps brands improve visibility in AI search engines through intelligent monitoring, targeted analysis, and content optimization",
     "u": "https://www.pallasai.io/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Track, generate and publish AEO content across ChatGPT, Perplexity and Gemini.",
     "u": "https://www.pallasai.io/"
    },
    "pr": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "23-point AI visibility audit",
     "u": "https://www.pallasai.io/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Product card analytics",
     "u": "https://www.pallasai.io/pricing"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://apps.shopify.com/pallas-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "pallasai"
  },
  {
   "n": "Pierview",
   "u": "https://pierview.ai/",
   "w": "AI search visibility platform that tracks brand mentions, share of voice and citations, with GEO audits and content optimization.",
   "w_u": "https://pierview.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI mentions and visibility",
     "u": "https://pierview.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources & Citation Analytics",
     "u": "https://pierview.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Existing Content Optimization",
     "u": "https://pierview.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit Analyzer",
     "u": "https://pierview.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Serve as many clients as you want with no usage caps, in a single, powerful platform.",
     "u": "https://pierview.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Website GEO Audits per month",
     "u": "https://pierview.ai/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts tracked per month",
     "u": "https://pierview.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://linkedin.com/company/pierview",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/pierview",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "pierview"
  },
  {
   "n": "Popsight",
   "u": "https://popsight.ai/",
   "w": "Desktop app (macOS/Windows) that tracks brand mentions across AI models with confidence intervals and scans site AI-readiness.",
   "w_u": "https://popsight.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare mention rates head-to-head, watch your share of voice over time",
     "u": "https://popsight.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation Health: every URL an LLM cites from your domain gets HTTP-checked for noindex, nosnippet, broken redirects, stale year mentions",
     "u": "https://popsight.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Popsight tests your site against the signals AI crawlers evaluate: robots.txt rules, consent banners, schema markup, and CDN blocks. Over 50 checkpoints.",
     "u": "https://popsight.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "scans your site for the 50+ technical reasons AI assistants might be skipping it",
     "u": "https://popsight.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://popsight.ai/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://popsight.ai/blog/hello-world-popsight-blog/"
   },
   "slug": "popsight"
  },
  {
   "n": "Prominara",
   "u": "https://prominara.com/",
   "w": "AI visibility platform for agencies and marketing teams: tracks citations, audits sites, drafts pages, llms.txt and schema, and measures impact.",
   "w_u": "https://prominara.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prominara validates your citations and tracks your share of voice across ChatGPT (by OpenAI), Perplexity, Google AI (Gemini), Google AI Overviews, and Google AI Mode.",
     "u": "https://prominara.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Track AI citations across every engine",
     "u": "https://prominara.com"
    },
    "content": {
     "v": "yes",
     "q": "On-site: pages, llms.txt and schema drafted to win the prompts that matter in your category.",
     "u": "https://prominara.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Off-site: a playbook for every channel AI cites.",
     "u": "https://prominara.com/"
    },
    "agency": {
     "v": "yes",
     "q": "3 client workspaces, 6 websites, 120 prompts pooled. White-label reports and client portals.",
     "u": "https://prominara.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "pages, llms.txt and schema drafted to win the prompts that matter in your category",
     "u": "https://prominara.com"
    },
    "prompts": {
     "v": "partial",
     "q": "who wins the prompts you don’t",
     "u": "https://prominara.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Argentina",
   "hq_src": "https://prominara.com/terms",
   "founded": 2026,
   "founded_src": "https://prominara.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://news.ycombinator.com/item?id=46875652"
   },
   "slug": "prominara"
  },
  {
   "n": "PromptAlpha",
   "u": "https://www.promptalpha.ai/",
   "w": "PromptAlpha sells marketing teams monitoring of brand mentions in AI search engines, AI crawler analytics and generated content drafts.",
   "w_u": "https://www.promptalpha.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions across ChatGPT, Perplexity, Gemini, Claude, and Grok in one view.",
     "u": "https://www.promptalpha.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which sources AI models pull from when answering queries about you.",
     "u": "https://www.promptalpha.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate optimized drafts for blogs, listicles, and comparison pages built to earn citations.",
     "u": "https://www.promptalpha.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track every AI crawler hitting your site",
     "u": "https://www.promptalpha.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Visibility | Platforms | Prompts | Competitors | Sources | Responses",
     "u": "https://www.promptalpha.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "How do agency bundles work if we manage several clients?",
     "u": "https://www.promptalpha.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.promptalpha.ai/blog/free-ai-visibility-checker"
   },
   "slug": "promptalpha"
  },
  {
   "n": "PromptEye",
   "u": "https://prompteye.com/",
   "w": "PromptEye monitors brand visibility in AI models and adds website audits, schema and article generation for brands and agencies.",
   "w_u": "https://prompteye.com/about-us/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often your brand appears in a given LLM and time period",
     "u": "https://prompteye.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover the sources each LLM relies on and turn that knowledge into concrete actions.",
     "u": "https://prompteye.com/"
    },
    "content": {
     "v": "yes",
     "q": "Article rewrites",
     "u": "https://prompteye.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema generator",
     "u": "https://prompteye.com/"
    },
    "pr": {
     "v": "partial",
     "q": "By publishing in the right places, you can increase your chances of being found and highlighted.",
     "u": "https://prompteye.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "AI visibility monitoring and growth for multiple clients — at agency scale.",
     "u": "https://prompteye.com/"
    }
   },
   "hq": "Poland",
   "hq_src": "https://prompteye.com/about-us/",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-04",
    "src": "https://pl.linkedin.com/posts/jakub-borowiec_czy-wida%C4%87-ci%C4%99-w-ai-czy-mo%C5%BCe-przegapiasz-activity-7312744327166812161-Hv9d"
   },
   "slug": "prompteye"
  },
  {
   "n": "Qwairy",
   "u": "https://www.qwairy.co/",
   "w": "GEO platform that monitors brand mentions across 18 AI engines, then suggests content, backlink and site fixes.",
   "w_u": "https://www.qwairy.co/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand across supported AI engines and model families, including ChatGPT, Gemini, Claude, Qwen and Naver.",
     "u": "https://www.qwairy.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Track citations and source mentions",
     "u": "https://www.qwairy.co/"
    },
    "content": {
     "v": "yes",
     "q": "Create AI-optimized content and take action. Generate citation-ready content briefs in minutes.",
     "u": "https://www.qwairy.co/"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink opportunities from AI-cited sources.",
     "u": "https://www.qwairy.co/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label dashboard with your branding",
     "u": "https://www.qwairy.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Observe requests from 15+ AI crawlers (GPTBot, ClaudeBot, PerplexityBot...), measure visits from AI referrers",
     "u": "https://www.qwairy.co/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.qwairy.co/legal",
   "founded": 2024,
   "founded_src": "https://fr.linkedin.com/company/qwairy",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "qwairy"
  },
  {
   "n": "Rank++",
   "u": "https://rankplusplus.com/",
   "w": "AEO toolkit for founders: AI visibility audits, schema and entity builders, content optimizer, prompt tests and directory listings.",
   "w_u": "https://rankplusplus.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your AI visibility with insights. Track sources, monitor brand knowledge across ChatGPT, Claude, Perplexity, and see your progress over time.",
     "u": "https://rankplusplus.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Discover where your brand is cited and what AI assistants know about your brand.",
     "u": "https://rankplusplus.com/"
    },
    "content": {
     "v": "yes",
     "q": "Automatically generate AI-optimized schemas for every page on your website.",
     "u": "https://rankplusplus.com/"
    },
    "pr": {
     "v": "partial",
     "q": "build citations, submit to IndexNow, and get listed on directories.",
     "u": "https://rankplusplus.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Automatically generate AI-optimized schemas for every page on your website.",
     "u": "https://rankplusplus.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Convert your keywords into high-quality AI prompts",
     "u": "https://rankplusplus.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025",
    "src": "https://rankplusplus.com/about"
   },
   "slug": "rank-rankplusplus"
  },
  {
   "n": "RankAbove.ai",
   "u": "https://www.rankabove.ai/",
   "w": "SEO and AI search software for marketing teams that monitors major AI engines, finds visibility gaps and turns them into reviewable page fixes.",
   "w_u": "https://www.rankabove.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Know your citation share across major AI answer engines",
     "u": "https://www.rankabove.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Our observatory identifies queries your brand is cited for, missing from, and identifies opportunities to appear.",
     "u": "https://www.rankabove.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Apply changes to copy, structure, metadata, and schema in one workflow",
     "u": "https://www.rankabove.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "content optimizations, technical SEO, GEO, and AEO recommendations",
     "u": "https://www.rankabove.ai/about/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Identify topics where AI engines are answering without citing you",
     "u": "https://www.rankabove.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Branded reports & automated reporting",
     "u": "https://www.rankabove.ai/pricing/"
    }
   },
   "product": "RankAbove",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "rankabove-ai"
  },
  {
   "n": "RankBIT",
   "u": "https://rankbit.ai/",
   "w": "Tracks how AI assistants describe a business and generates schema, llms.txt and articles for local businesses, online stores, SaaS and agencies.",
   "w_u": "https://rankbit.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your AI Visibility Score, share of voice vs. competitors, and every new citation",
     "u": "https://rankbit.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Get alerted the moment an AI names your brand — and see where it pulled the answer from.",
     "u": "https://rankbit.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We create optimized articles to increase the visibility of your business.",
     "u": "https://rankbit.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "We generate the structured data and llms.txt files AI models actually read",
     "u": "https://rankbit.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Citation opportunities",
     "u": "https://rankbit.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Google Shopping/XML feed optimization",
     "u": "https://rankbit.ai/terms-and-conditions/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies with up to 10 client businesses.",
     "u": "https://rankbit.ai/"
    }
   },
   "hq": "Romania",
   "hq_src": "https://rankbit.ai/terms-and-conditions/",
   "founded": 2018,
   "founded_src": "https://rankbit.ai/about-rankbit/",
   "read": "2026-11-02",
   "slug": "rankbit"
  },
  {
   "n": "Rankfender",
   "u": "https://rankfender.com/en/",
   "w": "SEO and GEO platform: site audit, AI visibility checks across eight AI engines, AI content writer and done-for-you link building.",
   "w_u": "https://rankfender.com/en/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track: mention rate, position, tone and sources",
     "u": "https://rankfender.com/en/"
    },
    "sources": {
     "v": "yes",
     "q": "Track: mention rate, position, tone and sources",
     "u": "https://rankfender.com/en/"
    },
    "content": {
     "v": "yes",
     "q": "SEO + GEO Site Audit ... About 60 checks for Google and AI",
     "u": "https://rankfender.com/en/"
    },
    "pr": {
     "v": "partial",
     "q": "Daily AI checks, five seats and done-for-you link building.",
     "u": "https://rankfender.com/en/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited brands & branded reports",
     "u": "https://rankfender.com/en/"
    },
    "technical": {
     "v": "yes",
     "q": "SEO + GEO Site Audit: About 60 checks for Google and AI",
     "u": "https://rankfender.com/en/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "E-Commerce: Product visibility & competitor tracking",
     "u": "https://rankfender.com/en/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.everydev.ai/developers/rankfender",
   "founded": 2024,
   "founded_src": "https://rankfender.com/en/about/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rankfender"
  },
  {
   "n": "RankinAE",
   "u": "https://rankinae.com/",
   "w": "RankinAE sells brands and agencies lifetime access to AI engine rank and share of voice tracking, with content and crawl reports.",
   "w_u": "https://rankinae.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your brand's rank across ChatGPT, Gemini, Claude, and Perplexity in one unified table",
     "u": "https://rankinae.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Share-of-voice monitoring, citation tracking, and trust playbooks in one view.",
     "u": "https://rankinae.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content gap & E-E-A-T reports",
     "u": "https://rankinae.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Simulate LLM crawlers to find blocked paths, then auto-generate an LLMs.txt file",
     "u": "https://rankinae.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "A high-capacity workspace built for multiple brands.",
     "u": "https://rankinae.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankinae"
  },
  {
   "n": "RankRoot",
   "u": "https://getrankroot.com/",
   "w": "RankRoot sells site owners AI visibility audits, generated fix files, a paid launch listing and a monthly agent service that writes pages.",
   "w_u": "https://getrankroot.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly tracking of how ChatGPT, Perplexity, Gemini and Claude mention your business",
     "u": "https://getrankroot.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "4 answer-ready pages a month written for your site",
     "u": "https://getrankroot.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Ongoing fixes to llms.txt, robots.txt AI-crawler rules and JSON-LD",
     "u": "https://getrankroot.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Featured launch on RankRoot for 30 days",
     "u": "https://getrankroot.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "whether AI can read, understand and buy from your site.",
     "u": "https://getrankroot.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Taiwan",
   "hq_src": "https://getrankroot.com/about",
   "founded": 2026,
   "founded_src": "https://getrankroot.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankroot"
  },
  {
   "n": "RankTopAI",
   "u": "https://www.ranktopai.com/",
   "w": "Tool that tests buyer questions in AI engines and reports brand mentions and cited sources, with a done for you fix service, for product companies.",
   "w_u": "https://www.ranktopai.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "the audit turns into your workspace — weekly re-checks, competitor share of voice",
     "u": "https://www.ranktopai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The sources AI trusts in your category",
     "u": "https://www.ranktopai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Citation-ready content support",
     "u": "https://www.ranktopai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "We scope the work from your evidence: crawler access, structured data, citation-ready pages, and a follow-up check.",
     "u": "https://www.ranktopai.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed on the 2 sources AI cites most",
     "u": "https://www.ranktopai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.ranktopai.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ranktopai"
  },
  {
   "n": "Ranktune",
   "u": "https://tryranktune.com/",
   "w": "AI search visibility and content platform: tracks brand mentions across AI models, prioritizes fixes, drafts citation-ready pages, attributes AI traffic.",
   "w_u": "https://tryranktune.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility TrackingTrack brand mentions across major AI models.",
     "u": "https://tryranktune.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Top AI sources",
     "u": "https://tryranktune.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content StudioDraft, score, and publish citation-ready pages.",
     "u": "https://tryranktune.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Surface Reddit, Quora, and Hacker News threads where your expertise matters, plus site signals from your workspace data.",
     "u": "https://tryranktune.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports",
     "u": "https://tryranktune.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Attribute visits from AI search referrals.",
     "u": "https://tryranktune.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Get products recommended in AI shopping answers.",
     "u": "https://tryranktune.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/ranktune-ai",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/ranktune-ai",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/sewellstephens_introducing-ranktune-an-ai-visibility-and-activity-7494484351955456000-YKVt"
   },
   "slug": "ranktune"
  },
  {
   "n": "Rankwise",
   "u": "https://tryrankwise.com/",
   "w": "Writes and publishes one sourced article a day to a company blog and checks each week whether AI engines name the brand.",
   "w_u": "https://tryrankwise.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each week Rankwise asks ChatGPT, Perplexity and Claude the questions your buyers ask.",
     "u": "https://tryrankwise.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Rankwise writes one sourced article a day and publishes it to your blog.",
     "u": "https://tryrankwise.com/"
    },
    "technical": {
     "v": "yes",
     "q": "auditing whether a site is reachable and quotable by AI crawlers",
     "u": "https://tryrankwise.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "finding the questions worth answering",
     "u": "https://tryrankwise.com/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Multi client workspaces and white labeled reporting",
     "u": "https://tryrankwise.com/llms.txt"
    }
   },
   "hq": "United States",
   "hq_src": "https://tryrankwise.com/terms",
   "read": "2026-11-02",
   "slug": "rankwise"
  },
  {
   "n": "Readable",
   "u": "https://www.tryreadable.ai/",
   "w": "AI visibility and AEO platform for established brands that measures AI answers, serves clearer pages to agents and tracks agent traffic.",
   "w_u": "https://www.tryreadable.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See the buyer questions where your brand appears, which competitors are recommended, and which sources shape the answer.",
     "u": "https://www.tryreadable.ai/about"
    },
    "sources": {
     "v": "yes",
     "q": "See whether AI recommends your brand, which competitors appear, and which sources influence the answer.",
     "u": "https://www.tryreadable.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Turn missing themes, weak explanations, and unsupported claims into clearer pages that AI systems can understand and cite",
     "u": "https://www.tryreadable.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track which pages AI agents visit, which topics they care about",
     "u": "https://www.tryreadable.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "identifies the questions and website gaps causing competitors to be recommended",
     "u": "https://www.tryreadable.ai/about"
    },
    "agency": {
     "v": "yes",
     "q": "Run all client workspaces from one partner console with role-based controls.",
     "u": "https://www.tryreadable.ai/partners"
    }
   },
   "hq": "India; United States",
   "hq_src": "https://www.tryreadable.ai/about",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/readable-ai_aivisibility-futureofsearch-contentstrategy-activity-7452312861579735040-bHu0",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "readable"
  },
  {
   "n": "Riff Analytics",
   "u": "https://www.riffanalytics.ai/",
   "w": "AI SEO tool tracking brand visibility, citation sources and competitors across AI engines, plus AI-readiness audits.",
   "w_u": "https://www.riffanalytics.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI brand visibility in responses from all major engines:",
     "u": "https://www.riffanalytics.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor where AI engines find your content. Identify top-cited sources and close citation gaps.",
     "u": "https://www.riffanalytics.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Scan your website for AI optimization issues. Get instant feedback on what engines see when they crawl your content.",
     "u": "https://www.riffanalytics.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit AI Readiness: Scan your website for AI optimization issues.",
     "u": "https://www.riffanalytics.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/riff-analytics",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "riff-analytics"
  },
  {
   "n": "Sailiently",
   "u": "https://sailiently.com/",
   "w": "GEO platform that tracks AI answers across six engines, audits and rewrites pages to be quotable, and maps web citations; pay-per-use credits.",
   "w_u": "https://sailiently.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run your buyers' real questions across all six answer engines, several passes each, and watch the verdicts come back: cited, mentioned, or absent.",
     "u": "https://sailiently.com/"
    },
    "sources": {
     "v": "yes",
     "q": "LLM Mentions ... see which domains your whole category's answers keep drawing from",
     "u": "https://sailiently.com"
    },
    "content": {
     "v": "yes",
     "q": "Rewrites a page to be clearer and more quotable for AI, grounded strictly in your own content — a draft to review (10 credits per page).",
     "u": "https://sailiently.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "You need white-label reporting today. Several platforms ship it and we do not yet",
     "u": "https://sailiently.com/alternatives/geo-tool-for-agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Site Check; URL Audit",
     "u": "https://sailiently.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "sailiently"
  },
  {
   "n": "Searchlyst",
   "u": "https://searchlyst.com/",
   "w": "AI search intelligence platform that tracks and optimizes brand presence in AI answers, sold to brands and marketing teams.",
   "w_u": "https://searchlyst.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly Tracking Frequency",
     "u": "https://searchlyst.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources AI trusts",
     "u": "https://searchlyst.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI Content Generation",
     "u": "https://searchlyst.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical AEO: Schema & llms.txt generation",
     "u": "https://searchlyst.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Discover which prompts drive your AI visibility and rankings",
     "u": "https://searchlyst.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Do you work with agencies?",
     "u": "https://searchlyst.com/"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://searchlyst.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searchlyst"
  },
  {
   "n": "SEEN AI",
   "u": "https://nowseen.ai/",
   "w": "Done for you AI visibility work with a monitoring dashboard and free audit, sold to local service businesses, one per trade per town.",
   "w_u": "https://nowseen.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your dashboard tracks which businesses AI names, how often they appear, and where you stand against your competitors in your service area.",
     "u": "https://nowseen.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI cross-checks these sources before it trusts a business enough to recommend it.",
     "u": "https://nowseen.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We rewrite and structure your site the way AI reads it",
     "u": "https://nowseen.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema markup, AI-optimized articles, AI access files, authority signals.",
     "u": "https://nowseen.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Directory and citation consistency",
     "u": "https://nowseen.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seen-ai"
  },
  {
   "n": "SignalUp",
   "u": "https://signalup.co/",
   "w": "Done for you AI visibility repairs with a free scan and day 60 measurement, for businesses that AI answers leave out.",
   "w_u": "https://signalup.co/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Re-asks the same buyer questions afterwards and tracks competitive Share of Voice",
     "u": "https://signalup.co/"
    },
    "sources": {
     "v": "partial",
     "q": "Diagnoses how AI answer engines see, cite, and rank your brand on real buyer questions",
     "u": "https://signalup.co/"
    },
    "content": {
     "v": "yes",
     "q": "answer-first rewrites",
     "u": "https://signalup.co/"
    },
    "technical": {
     "v": "yes",
     "q": "crawler guidance (robots.txt + llms.txt), JSON-LD schema",
     "u": "https://signalup.co/"
    },
    "pr": {
     "v": "partial",
     "q": "off-site authority",
     "u": "https://signalup.co/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Custom coverage for multi-domain portfolios, multi-brand groups, and agencies",
     "u": "https://signalup.co/"
    }
   },
   "read": "2026-10-30",
   "slug": "signalup"
  },
  {
   "n": "Sitefire",
   "u": "https://sitefire.ai/",
   "w": "Marketing suite that tracks AI visibility, analyzes cited sources, tracks AI bot traffic and writes citation-targeted content to your CMS.",
   "w_u": "https://sitefire.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyze how AI talks about your brand",
     "u": "https://sitefire.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the top-performing domains and the URLs that drive AI visibility.",
     "u": "https://sitefire.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Sitefire researches what earns citations, writes a full article, and publishes it to your CMS as a draft.",
     "u": "https://sitefire.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Take on-page and off-page action with Sitefire Agents  Create Content Improve Content Earn Media Engage UGC",
     "u": "https://sitefire.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track human referrals and bot traffic and start measuring ROI from AI Search.",
     "u": "https://sitefire.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://sitefire.ai/imprint",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "sitefire"
  },
  {
   "n": "Siteline",
   "u": "https://siteline.ai/",
   "w": "Analytics for AI agent and bot traffic on your site, plus AI visibility and citation tracking with recommendations.",
   "w_u": "https://siteline.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track your visibility, ranking and contextual positioning against competitors.",
     "u": "https://siteline.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which platforms and pages AI chatbots cite when they answer questions about your brand.",
     "u": "https://siteline.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get specific content and technical recommendations to fix what's blocking agents and capture more AI-driven traffic.",
     "u": "https://siteline.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "When onboarding you will be able to select agency as your account type. This will allow you to analyze your clients' products and competitors independently.",
     "u": "https://siteline.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See every AI agent, chatbot, and crawler on your site, the pages they fetch, and where they get stuck.",
     "u": "https://siteline.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Don't guess randomly at prompts. Quickly identify which ones are most essential for your category",
     "u": "https://siteline.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "siteline"
  },
  {
   "n": "SitePulsar",
   "u": "https://www.sitepulsar.ai/",
   "w": "Audit tool that checks whether AI engines and agents can find, read and use a website, then gives a prioritized fix plan.",
   "w_u": "https://www.sitepulsar.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if ChatGPT, Claude, Gemini, Grok, and Perplexity mention your brand",
     "u": "https://www.sitepulsar.ai/features"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Score how well your content is structured for AI to quote and cite.",
     "u": "https://www.sitepulsar.ai/features"
    },
    "technical": {
     "v": "yes",
     "q": "Generate or validate your llms.txt file",
     "u": "https://www.sitepulsar.ai/features"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Product Agent Readability",
     "u": "https://www.sitepulsar.ai/features"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "5 domains — built for agencies",
     "u": "https://www.sitepulsar.ai/pricing"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.sitepulsar.ai/contact",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sitepulsar"
  },
  {
   "n": "Sorn",
   "u": "https://sorn.ai/",
   "w": "AEO agency plus SORN AI software that tracks visibility in ChatGPT, Perplexity, Gemini and Claude and says what to fix.",
   "w_u": "https://go.sorn.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly which prompts surface your business, at which position, and how that shifts over time across every major LLM.",
     "u": "https://go.sorn.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor every Reddit thread and top-10 listicle where your business is mentioned or missing",
     "u": "https://go.sorn.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Then our experts turn that score into a plan, optimising entity signals, fixing gaps, and building the authority that moves you up the AI recommendation stack.",
     "u": "https://sorn.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Monitor every Reddit thread and top-10 listicle where your business is mentioned or missing, and act on what people say about you.",
     "u": "https://go.sorn.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "The clients below worked with an agency, and SORN AI is what that team used to measure their AI visibility",
     "u": "https://go.sorn.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track which AI crawlers are visiting your site, how often, and which pages they index, so you know you're being seen.",
     "u": "https://go.sorn.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "See exactly which prompts surface your business, at which position, and how that shifts over time across every major LLM.",
     "u": "https://go.sorn.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "SORN AI",
   "hq": "Bulgaria",
   "hq_src": "https://dbr.bg/ot-seo-kam-aeo-balgarskata-kompania-sorn-ai-pomaga-na-biznesa-da-bade-preporachan-ot-chatgpt~24894.html",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "sorn-ai-sorn-ai"
  },
  {
   "n": "Spawned",
   "u": "https://spawned.com",
   "w": "Software that measures how often AI assistants recommend a brand, then generates and publishes pages on a dedicated growth site.",
   "w_u": "https://spawned.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "reports how often you appear versus your competitors, question by question",
     "u": "https://spawned.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "The engine generates the comparison pages, best-of pages, guides, and structured answers",
     "u": "https://spawned.com"
    },
    "technical": {
     "v": "yes",
     "q": "with schema, sitemaps, and llms.txt handled for you",
     "u": "https://spawned.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "free · no signup · 60 real buyer questions across 3 engines",
     "u": "https://spawned.com"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies and done-for-you: we run the engine hands-on for a small number of brands",
     "u": "https://spawned.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "spawned"
  },
  {
   "n": "Surfeo",
   "u": "https://surfeo.ai/",
   "w": "Spanish-language AI agent that checks weekly whether ChatGPT, Gemini and Perplexity name a business, then writes and publishes missing content.",
   "w_u": "https://surfeo.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cada semana comprueba si ChatGPT, Gemini y Perplexity te nombran a ti o al de al lado",
     "u": "https://surfeo.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Se fía de dónde apareces: reseñas, directorios, artículos, sitios que te mencionan.",
     "u": "https://surfeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "escribe el contenido que te falta y lo publica",
     "u": "https://surfeo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Consulta las métricas, los PDF con marca blanca y el modelo de acceso API disponible para agencias.",
     "u": "https://surfeo.ai/agencias"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt Checker",
     "u": "https://surfeo.ai/en"
    },
    "prompts": {
     "v": "partial",
     "q": "Questions",
     "u": "https://surfeo.ai/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://surfeo.ai/en/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://surfeo.ai/en/changelog"
   },
   "slug": "surfeo"
  },
  {
   "n": "tobecited",
   "u": "https://tobecited.com/",
   "w": "Checker that asks ChatGPT, Claude, Gemini and Perplexity buyer questions and returns specific site fixes, for small businesses.",
   "w_u": "https://tobecited.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which answers name a competitor instead of you",
     "u": "https://tobecited.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The domains the models cited while answering",
     "u": "https://tobecited.com/"
    },
    "content": {
     "v": "yes",
     "q": "which facts to state in the page text",
     "u": "https://tobecited.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "What AI crawlers really get from your server, and what JavaScript hides from them",
     "u": "https://tobecited.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "these are the pages you have to appear on.",
     "u": "https://tobecited.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "A read-only link for your team or client, revocable any time",
     "u": "https://tobecited.com/"
    }
   },
   "hq": "Spain",
   "hq_src": "https://tobecited.com/about",
   "read": "2026-11-02",
   "slug": "tobecited"
  },
  {
   "n": "TofuBofu",
   "u": "https://tofubofu.com/",
   "w": "B2B AI visibility scan across engines, plus drafted and published content and fixes so AI names the company.",
   "w_u": "https://tofubofu.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "TofuBofu shows whether you are getting mentioned",
     "u": "https://tofubofu.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The domains and the exact URLs each engine cited, which engine leaned on which, and which ones are your rivals' own pages. That is where to get listed.",
     "u": "https://tofubofu.com/"
    },
    "content": {
     "v": "yes",
     "q": "Blog posts, comparison pages and FAQ pages, each aimed at a query you are losing. You approve, it publishes",
     "u": "https://tofubofu.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit Presence See which threads AI cites; you take part",
     "u": "https://tofubofu.com/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Structured Q&A pages AI can quote cleanly",
     "u": "https://tofubofu.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://tofubofu.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "tofubofu"
  },
  {
   "n": "TurboAudit",
   "u": "https://turboaudit.ai/",
   "w": "A platform that audits pages for AI readiness, monitors brand citations in AI engines and generates weekly content briefs.",
   "w_u": "https://turboaudit.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query ChatGPT, Perplexity, and Gemini daily and surface mention rate, share of voice, and competitor positioning.",
     "u": "https://turboaudit.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "monitor your citations across ChatGPT, Perplexity, and 7 other engines",
     "u": "https://turboaudit.ai/"
    },
    "content": {
     "v": "yes",
     "q": "22+ briefs every Monday",
     "u": "https://turboaudit.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "250+ signals across 7 dimensions — technical access, schema, E-E-A-T, content, AI citeability, intent, and risk.",
     "u": "https://turboaudit.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Find link opportunities competitors already have",
     "u": "https://turboaudit.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI monitoring (15 prompts, 3 engines, daily)",
     "u": "https://turboaudit.ai/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "[price]/mo (Scale — agency-level limits)",
     "u": "https://turboaudit.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "turboaudit"
  },
  {
   "n": "UltraScout",
   "u": "https://ultrascout.ai",
   "w": "A UK AI SEO agency with its own subscription platform and free checker for tracking AI share of voice and generating content.",
   "w_u": "https://ultrascout.ai",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI Share of Voice across 6 AI assistants, find the gaps, and generate content that gets cited.",
     "u": "https://ultrascout.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Analyse citation authority: who owns the links when AI mentions you.",
     "u": "https://ultrascout.ai"
    },
    "content": {
     "v": "yes",
     "q": "Generate GEO/AEO-optimised content that gets cited as answers.",
     "u": "https://ultrascout.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Score how ready your website is to be cited by ChatGPT, Gemini, Claude and Perplexity.",
     "u": "https://ultrascout.ai"
    },
    "pr": {
     "v": "partial",
     "q": "off-site optimisation",
     "u": "https://ultrascout.ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Branded PDF Reports",
     "u": "https://ultrascout.ai"
    }
   },
   "product": "UltraScout GEO Platform",
   "hq": "United Kingdom",
   "hq_src": "https://ultrascout.ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/ultrascout_geo-aeo-aisearch-activity-7444732792137150466-sI_d"
   },
   "slug": "ultrascout"
  },
  {
   "n": "Unusual",
   "u": "https://www.unusual.ai/",
   "w": "A market research firm and toolmaker that studies how AI agents see a brand, with Agent Analytics and AgentDesk software, for brand teams.",
   "w_u": "https://www.unusual.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how agents describe your business and when they choose it over the alternatives your customers consider.",
     "u": "https://www.unusual.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages agents read and cite with page attribution.",
     "u": "https://www.unusual.ai/"
    },
    "content": {
     "v": "yes",
     "q": "We added independent test results to the product and comparison pages they used to evaluate it.",
     "u": "https://www.unusual.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI agents visit your site, the pages they read, and how that activity changes over time.",
     "u": "https://www.unusual.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "We traced the error to an outdated article and helped get it corrected.",
     "u": "https://www.unusual.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Agent Analytics; AgentDesk",
   "hq": "United States",
   "hq_src": "https://www.ycombinator.com/companies/unusual",
   "founded": 2024,
   "founded_src": "https://www.ycombinator.com/companies/unusual",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.ycombinator.com/launches/OTB-unusual-ai-relations"
   },
   "slug": "unusual"
  },
  {
   "n": "Vestigo",
   "u": "https://tryvestigo.com",
   "w": "A platform that tracks brand rank, citations and recommendations across AI search engines, with article drafts and site audits, sold to brands.",
   "w_u": "https://tryvestigo.com",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand ranks in AI answers",
     "u": "https://tryvestigo.com"
    },
    "sources": {
     "v": "yes",
     "q": "Inspect every cited domain, brand mention, and web source shaping AI recommendations.",
     "u": "https://tryvestigo.com"
    },
    "content": {
     "v": "yes",
     "q": "50 article drafts per month",
     "u": "https://tryvestigo.com"
    },
    "technical": {
     "v": "yes",
     "q": "Diagnose crawler permissions, schema validity, and extractability before publishing.",
     "u": "https://tryvestigo.com"
    },
    "pr": {
     "v": "partial",
     "q": "Pitch top cited review domains in category",
     "u": "https://tryvestigo.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We automatically uncover the high-intent prompts buyers ask about your category and competitors.",
     "u": "https://tryvestigo.com"
    },
    "agency": {
     "v": "partial",
     "q": "Unlimited workspaces",
     "u": "https://tryvestigo.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "vestigo"
  },
  {
   "n": "VisibAI",
   "u": "https://getvisibai.com/",
   "w": "AI visibility audit: scores a business 0-100 across six AI assistants, lists competitors, and supplies fix files and a PDF report.",
   "w_u": "https://getvisibai.com/llms.txt",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Audits business visibility across ChatGPT, Perplexity, Claude, Gemini, Mistral, and You.com",
     "u": "https://getvisibai.com/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Produces downloadable robots.txt, schema markup, and FAQ files",
     "u": "https://getvisibai.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label agency portal with custom subdomain, branded PDFs, and multi-client management",
     "u": "https://getvisibai.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Unblock AI crawlers in robots.txt | Add LocalBusiness schema markup",
     "u": "https://getvisibai.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://getvisibai.com/terms",
   "founded": 2026,
   "founded_src": "https://www.producthunt.com/products/visibai-ai-visibility-audit-tool",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.hunted.space/product/visibai-ai-visibility-audit-tool"
   },
   "slug": "visibai"
  },
  {
   "n": "VISIBILIS",
   "u": "https://visibilis.ai/en/index.php",
   "w": "Dashboard that measures brand visibility in AI answers and recommends content and technical actions, for marketing, brand and SEO teams.",
   "w_u": "https://visibilis.ai/en/index.php",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measures how your brand appears under agreed prompts in selected AI products vs. competitors.",
     "u": "https://visibilis.ai/en/index.php"
    },
    "sources": {
     "v": "yes",
     "q": "measures your visibility across AI systems and shows which sources drive it.",
     "u": "https://visibilis.ai/en/index.php"
    },
    "content": {
     "v": "yes",
     "q": "analyzes your content semantically and shows which pages can answer specific questions",
     "u": "https://visibilis.ai/en/index.php"
    },
    "technical": {
     "v": "yes",
     "q": "crawls your site end-to-end and surfaces technical and structural issues",
     "u": "https://visibilis.ai/en/index.php"
    },
    "pr": {
     "v": "partial",
     "q": "deliberate use of external sources",
     "u": "https://visibilis.ai/en/index.php"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "10 Prompt Explorer questions",
     "u": "https://visibilis.ai/en/index.php"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://visibilis.ai/en/impressum.html",
   "read": "2026-11-02",
   "slug": "visibilis"
  },
  {
   "n": "Visibiliti.ai",
   "u": "https://www.visibiliti.ai/",
   "w": "GEO platform that tracks brand mentions across AI engines, benchmarks competitors and gives action plans, for marketing, SEO and agency teams.",
   "w_u": "https://www.visibiliti.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across AI engines like ChatGPT, Gemini, Perplexity, and Claude.",
     "u": "https://www.visibiliti.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which websites drive your AI recommendations",
     "u": "https://www.visibiliti.ai/"
    },
    "content": {
     "v": "yes",
     "q": "scores how ready your content is to be cited in a generative answer",
     "u": "https://www.visibiliti.ai/features"
    },
    "technical": {
     "v": "yes",
     "q": "Copy-ready examples and structured data templates",
     "u": "https://www.visibiliti.ai/features"
    },
    "pr": {
     "v": "partial",
     "q": "Trust signal audit across authority domains",
     "u": "https://www.visibiliti.ai/features"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Package GEO as a new client service with audits, benchmarks, reporting and practical recommendations.",
     "u": "https://www.visibiliti.ai/"
    }
   },
   "hq": "South Africa",
   "hq_src": "https://www.visibiliti.ai/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.linkedin.com/posts/andrew-walmsley-109b401_visibiliti-measure-improve-your-ai-search-activity-7455483243308580864-dkUm"
   },
   "slug": "visibiliti-ai"
  },
  {
   "n": "Visibli",
   "u": "https://getvisibli.com/",
   "w": "Platform that tracks brand visibility in ChatGPT, Gemini and Claude and supplies paste ready code, for marketing teams and founders.",
   "w_u": "https://getvisibli.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often AI mentions your brand across ChatGPT, Gemini and Claude.",
     "u": "https://getvisibli.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citations",
     "u": "https://getvisibli.com/"
    },
    "content": {
     "v": "yes",
     "q": "get the actual HTML, schema markup, and meta tags ready to paste into your site.",
     "u": "https://getvisibli.com/"
    },
    "technical": {
     "v": "yes",
     "q": "get the actual HTML, schema markup, and meta tags ready to paste into your site.",
     "u": "https://getvisibli.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports",
     "u": "https://getvisibli.com/pricing"
    }
   },
   "founded": 2026,
   "founded_src": "https://getvisibli.com/about",
   "read": "2026-11-02",
   "slug": "visibli"
  },
  {
   "n": "WildSEO",
   "u": "https://wildseo.co",
   "w": "AEO platform that asks AI engines buyer questions, reports who gets recommended and why, and helps teams publish pages to change the answer.",
   "w_u": "https://wildseo.co",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often AI names your brand each day, next to the competitors you choose.",
     "u": "https://wildseo.co"
    },
    "sources": {
     "v": "yes",
     "q": "Trace each citation from the question a buyer asked to the page AI quoted",
     "u": "https://wildseo.co"
    },
    "content": {
     "v": "yes",
     "q": "Every draft gets a readiness score as you write",
     "u": "https://wildseo.co"
    },
    "technical": {
     "v": "yes",
     "q": "What AI crawlers does Bot Analytics track?",
     "u": "https://wildseo.co"
    },
    "pr": {
     "v": "partial",
     "q": "finds the sources you're missing and turns them into this week's to-do list",
     "u": "https://wildseo.co"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and multi-brand teams",
     "u": "https://wildseo.co"
    }
   },
   "product": "WildSEO 2.0",
   "hq": "United States",
   "hq_src": "https://wildseo.co/terms/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10",
    "src": "https://www.producthunt.com/products/wildseo/launches"
   },
   "slug": "wildseo"
  },
  {
   "n": "Wispra",
   "u": "https://wispra.com/",
   "w": "A directory and monthly tracking service that publishes company profiles in a format AI engines read and measures AI visibility for businesses.",
   "w_u": "https://wispra.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your presence measured across 10 real questions from your field, and the state of your four levers.",
     "u": "https://wispra.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Wispra spots the directories that show up in AI answers for your field, and tells you which ones you are missing.",
     "u": "https://wispra.com/"
    },
    "content": {
     "v": "yes",
     "q": "Structured AI content for your business and every item in your catalogue.",
     "u": "https://wispra.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Real-time AI detection | User-agents + behavioural signatures to identify ChatGPT, Claude, Perplexity and Gemini",
     "u": "https://wispra.com/solutions/produit/performance"
    },
    "pr": {
     "v": "partial",
     "q": "Link one directory profile. It takes a minute.",
     "u": "https://wispra.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Capture sales before Amazon",
     "u": "https://wispra.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "builds with you 50+ test prompts tied to your activity (intent, geography, target profile)",
     "u": "https://wispra.com/solutions/produit/performance"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://wispra.com/",
   "founded": 2025,
   "founded_src": "https://fr.linkedin.com/posts/wispra-ai_wispra-votre-marque-mentionn%C3%A9e-par-les-activity-7391781317459320832-hxV4",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://fr.linkedin.com/posts/wispra-ai_wispra-votre-marque-mentionn%C3%A9e-par-les-activity-7391781317459320832-hxV4"
   },
   "slug": "wispra"
  },
  {
   "n": "ZENO GmbH",
   "u": "https://zenovisibility.ai/",
   "w": "AI visibility platform for enterprises that monitors AI mentions, analyzes gaps, and generates and publishes connected content systems into a CMS.",
   "w_u": "https://zenovisibility.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where and how AI models mention your brand",
     "u": "https://zenovisibility.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Which domains do AI models cite?",
     "u": "https://zenovisibility.ai/visibility-monitoring"
    },
    "content": {
     "v": "yes",
     "q": "Generate connected Authority Systems: Hubs, FAQs, Comparisons, Case Studies",
     "u": "https://zenovisibility.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Publish AI-citable content with Schema.org markup directly into your CMS",
     "u": "https://zenovisibility.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Market discovery, competitor comparison, entity mapping.",
     "u": "https://zenovisibility.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies and multi-brand companies can create separate tenants for each client or brand",
     "u": "https://zenovisibility.ai/"
    }
   },
   "product": "ZENO Visibility",
   "hq": "Germany",
   "hq_src": "https://zenovisibility.ai/impress",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://zenovisibility.ai/blog/welcome-earthside"
   },
   "slug": "zeno-gmbh"
  },
  {
   "n": "Zerply.ai",
   "u": "https://zerply.ai/",
   "w": "SEO and AEO platform that tracks AI answers about a brand, traces their sources, counts AI crawlers and publishes pages to its domain.",
   "w_u": "https://zerply.ai/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Zerply tracks ChatGPT, Claude, Gemini, Google AI Mode & AI Overviews, and Perplexity daily",
     "u": "https://zerply.ai/platform/ai-visibility-tracking/"
    },
    "sources": {
     "v": "yes",
     "q": "AI models cite their sources. We track them back to the origin",
     "u": "https://zerply.ai/platform/ai-visibility-tracking/"
    },
    "content": {
     "v": "yes",
     "q": "Generate and publish on-brand SEO/AEO pages directly to your own domain.",
     "u": "https://zerply.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot, ClaudeBot, PerplexityBot and a dozen more hit your site every day.",
     "u": "https://zerply.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "A new r/personalfinance thread is feeding 6 answers. Worth a reply.",
     "u": "https://zerply.ai/platform/ai-visibility-tracking/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Monthly Prompt Review",
     "u": "https://zerply.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Custom quotas for large agency rosters",
     "u": "https://zerply.ai/pricing/"
    }
   },
   "hq": "India",
   "hq_src": "https://in.linkedin.com/company/zerply-ai",
   "founded": 2025,
   "founded_src": "https://in.linkedin.com/company/zerply-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zerply-ai"
  },
  {
   "n": "Zicy.com",
   "u": "https://www.zicy.com/",
   "w": "AI visibility platform for small and mid-sized businesses and agencies that measures what AI says about a brand and generates fixes.",
   "w_u": "https://www.zicy.com/",
   "cat": "ai-native",
   "sub": "content-site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mention coverage, citation rate, share of voice and ranking across the five engines, daily.",
     "u": "https://www.zicy.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Who AI cites about you.",
     "u": "https://www.zicy.com/"
    },
    "content": {
     "v": "yes",
     "q": "Zicy generates the fixes: schema, article drafts, upgraded page copy.",
     "u": "https://www.zicy.com/"
    },
    "technical": {
     "v": "yes",
     "q": "gives you the tools to fix what is in your control: schema, llms.txt and content",
     "u": "https://www.zicy.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The prompt universe, citation-source mapping and the plan",
     "u": "https://www.zicy.com/done-for-you"
    },
    "agency": {
     "v": "yes",
     "q": "Sell your client the fix, not just the diagnosis.",
     "u": "https://www.zicy.com/"
    }
   },
   "product": "Zicy",
   "hq": "Malaysia",
   "hq_src": "https://www.zicy.com/done-for-you",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/askzicy",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zicy-com"
  },
  {
   "n": "Addlly AI",
   "u": "https://addlly.ai/",
   "w": "Enterprise GEO platform: AI visibility audit and monitoring across assistants, citation forensics, and AI content agents that create optimized content.",
   "w_u": "https://addlly.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEO Audit & AI Visibility Monitoring",
     "u": "https://addlly.ai/pricing/"
    },
    "sources": {
     "v": "yes",
     "q": "The first GEO audit includes ... citation forensics, competitor visibility checks, and an initial AI Visibility Score.",
     "u": "https://addlly.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Ongoing Monitoring & Content Optimization",
     "u": "https://addlly.ai/pricing/"
    },
    "pr": {
     "v": "partial",
     "q": "Enterprise plans can include custom AI Content Agents for formats such as YouTube scripts, Reddit content, and Quora responses.",
     "u": "https://addlly.ai/pricing/"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-market/Multi-Brand; add markets or brands anytime",
     "u": "https://addlly.ai/pricing/"
    },
    "technical": {
     "v": "partial",
     "q": "Apply structured knowledge and optimization signals",
     "u": "https://addlly.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Addlly AI GEO Audit, AI GEO Agent",
   "hq": "Singapore",
   "hq_src": "https://addlly.ai/press/addlly-ai-launches-asias-first-ai-agents-to-help-ai-search-visibility/",
   "founded": 2023,
   "founded_src": "https://addlly.ai/about-us/",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "addlly-ai"
  },
  {
   "n": "AgentsGeo.ai",
   "u": "https://agentsgeo.ai/",
   "w": "A sales led platform with a GEOScorer diagnostic, monitoring and custom AI agents that aims to improve how brands appear on generative AI platforms.",
   "w_u": "https://agentsgeo.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time monitoring across ChatGPT, Claude, and other LLMs.",
     "u": "https://agentsgeo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "It shows which pages are cited, which queries trigger your brand",
     "u": "https://agentsgeo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "It analyzes your content across LLMs, identifies gaps in AI visibility, and provides actionable recommendations",
     "u": "https://agentsgeo.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "AgentsGEO continuously monitors how your content is accessed, interpreted, and surfaced by LLMs.",
     "u": "https://agentsgeo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "which queries trigger your brand",
     "u": "https://agentsgeo.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEOScorer",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "agentsgeo-ai"
  },
  {
   "n": "AI Brand Report",
   "u": "https://aibrandreport.com/",
   "w": "Software that tracks a brand across five AI engines and generates issues, content plans and reports, for marketing teams, SEO leaders and agencies.",
   "w_u": "https://aibrandreport.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our system analyzes prompts across ChatGPT, Gemini, Claude, Grok, and Perplexity",
     "u": "https://aibrandreport.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources all five AI engines are citing",
     "u": "https://aibrandreport.com/"
    },
    "content": {
     "v": "yes",
     "q": "Generate publish-ready articles, content strategies, and SEO plans to fix underperforming prompts",
     "u": "https://aibrandreport.com/"
    },
    "technical": {
     "v": "partial",
     "q": "AI referral traffic tracking",
     "u": "https://aibrandreport.com/"
    },
    "pr": {
     "v": "partial",
     "q": "use that insight to target your PR and link-building where it will actually move the needle",
     "u": "https://aibrandreport.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "auto-generated prompts",
     "u": "https://aibrandreport.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Team & Client Guest roles, white-label PDF reports",
     "u": "https://aibrandreport.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/ai-brand-report_ai-brand-report-improve-how-your-brand-activity-7464684232783609856-Ayd4",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/ai-brand-report_ai-brand-report-improve-how-your-brand-activity-7464684232783609856-Ayd4",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-brand-report"
  },
  {
   "n": "AI Brand Track",
   "u": "https://www.aibrandtrack.com/",
   "w": "Software that asks four AI assistants customer questions about a business, scores visibility and writes fixes, with weekly checks, for businesses.",
   "w_u": "https://www.aibrandtrack.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "counts how often each one names you compared with your competitors",
     "u": "https://www.aibrandtrack.com/"
    },
    "sources": {
     "v": "yes",
     "q": "the websites the assistants quoted",
     "u": "https://www.aibrandtrack.com/"
    },
    "content": {
     "v": "yes",
     "q": "Each problem comes with the fix written for you: an FAQ, a comparison or page text, ready to use.",
     "u": "https://www.aibrandtrack.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "We're building it with a few agencies: weekly client reports with your logo",
     "u": "https://www.aibrandtrack.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/ai-brand-track/launches"
   },
   "slug": "ai-brand-track"
  },
  {
   "n": "AI for Operators",
   "u": "https://elynn.one/",
   "w": "Elynn sells agencies, SaaS teams and founders a platform that tracks brand visibility in AI engines and publishes AI optimized articles automatically.",
   "w_u": "https://elynn.one/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Claude, Perplexity, and Gemini in one dashboard.",
     "u": "https://elynn.one/"
    },
    "sources": {
     "v": "partial",
     "q": "competitor citations in AI",
     "u": "https://elynn.one/"
    },
    "content": {
     "v": "yes",
     "q": "publish content that AI actually cites",
     "u": "https://elynn.one/"
    },
    "technical": {
     "v": "partial",
     "q": "Add FAQ schema to pricing page",
     "u": "https://elynn.one/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Research",
     "u": "https://elynn.one/"
    },
    "agency": {
     "v": "yes",
     "q": "Sell AI visibility audits and retainers with ready-made reports.",
     "u": "https://elynn.one/"
    }
   },
   "product": "Elynn",
   "hq": "United States",
   "hq_src": "https://elynn.one/terms",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "ai-for-operators"
  },
  {
   "n": "AI GEO Insights",
   "u": "https://sentimentstack.com/",
   "w": "AI brand visibility and GEO platform that tracks mentions and cited sources across AI engines, with content tools and white-label agency reports.",
   "w_u": "https://sentimentstack.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Read the full answer each engine gives, with every brand mention tagged and the sources it cites.",
     "u": "https://sentimentstack.com/product"
    },
    "sources": {
     "v": "yes",
     "q": "See every site AI answers cite for your prompts, which ones name you and the hubs worth winning.",
     "u": "https://sentimentstack.com/product"
    },
    "content": {
     "v": "yes",
     "q": "Content optimiser",
     "u": "https://sentimentstack.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Put your agency brand on the report.",
     "u": "https://sentimentstack.com/for-agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Speedoz | Early access | Managed MCP connectors, make your service callable by AI agents.",
     "u": "https://aigeoinsights.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "SentimentStack",
   "hq": "Australia",
   "hq_src": "https://sentimentstack.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://growthsignal.it.com/australian-startup-ai-geo-insights-launches-platform-to-measure-brand-visibility-across-chatgpt-and-ai-search/"
   },
   "slug": "sentimentstack"
  },
  {
   "n": "AI SEO Radar",
   "u": "https://aiseoradar.com",
   "w": "A GEO platform for agencies that monitors how Gemini, ChatGPT, Perplexity and Claude cite a brand.",
   "w_u": "https://aiseoradar.com",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Every AI Citation. Own the Answer.",
     "u": "https://aiseoradar.com"
    },
    "sources": {
     "v": "yes",
     "q": "Source URL attribution back to the originating page",
     "u": "https://aiseoradar.com"
    },
    "content": {
     "v": "yes",
     "q": "Content optimization engine",
     "u": "https://aiseoradar.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Query Intelligence",
     "u": "https://aiseoradar.com"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited client projects",
     "u": "https://aiseoradar.com"
    }
   },
   "product": "AISEO Radar",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-seo-radar"
  },
  {
   "n": "AI SERP Tracker",
   "u": "https://www.aiserptracker.com/",
   "w": "AI visibility tracker that monitors brand/keyword rankings and visibility scores across ChatGPT, Claude, Gemini and Perplexity, plus a free GEO audit.",
   "w_u": "https://www.aiserptracker.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your position in ChatGPT, Claude, Gemini, and other LLMs",
     "u": "https://www.aiserptracker.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Free GEO Audit Tool](https://www.aiserptracker.com/free-geo-audit-tool) - Analyze your site's Generative Engine Optimization for free",
     "u": "https://www.aiserptracker.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "White-label reports",
     "u": "https://www.aiserptracker.com/"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://peerpush.com/p/ai-serp-tracker"
   },
   "slug": "ai-serp-tracker"
  },
  {
   "n": "AI Trust Signals",
   "u": "https://aitrustsignals.com/",
   "w": "AI Trust Signals sells local business owners a score, fix list and done for you service based on what AI engines recommend.",
   "w_u": "https://aitrustsignals.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Gemini, and Perplexity the questions real buyers ask, then show you who got recommended and why.",
     "u": "https://aitrustsignals.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See every source AI uses to build answers about your business and your AI Trust Signals.",
     "u": "https://aitrustsignals.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every signal comes with simple step-by-step instructions for exactly what to change on your site and beyond it.",
     "u": "https://aitrustsignals.com/"
    },
    "technical": {
     "v": "partial",
     "q": "whether AI can read your site",
     "u": "https://aitrustsignals.com/"
    },
    "pr": {
     "v": "partial",
     "q": "what you own, what you can influence, and what you earn from 3rd parties",
     "u": "https://aitrustsignals.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Partners",
     "u": "https://aitrustsignals.com/about"
    }
   },
   "hq": "United States",
   "hq_src": "https://aitrustsignals.com/",
   "founded": 2025,
   "founded_src": "https://www.prweb.com/releases/ai-trust-signals-acquires-jartsio-launches-platform-that-shows-why-ai-recommends-or-skips-your-business-302854016.html",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.prweb.com/releases/ai-trust-signals-acquires-jartsio-launches-platform-that-shows-why-ai-recommends-or-skips-your-business-302854016.html"
   },
   "slug": "ai-trust-signals"
  },
  {
   "n": "AiCMO",
   "u": "https://getaicmo.com/",
   "w": "AI search optimization platform: AI visibility score, mentions, citations, competitor benchmarks and prompt-level content recommendations; open-source self-host option.",
   "w_u": "https://getaicmo.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get a real-time overview of your brand's presence and ranking within AI search results and conversational AI responses.",
     "u": "https://getaicmo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand exactly which of your content pieces are being cited by AI models and why. Deep insights into the authoritative sources AI trusts",
     "u": "https://getaicmo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Receive data-driven recommendations to fine-tune your content for generative AI algorithms",
     "u": "https://getaicmo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "What truly sets AiCMO apart is its ability to advise in what sources to publish content, understanding exactly which platforms and formats generative AI models favor for citation and visibility.",
     "u": "https://getaicmo.com/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://getaicmo.com/information-pages/terms-and-conditions",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "aicmo"
  },
  {
   "n": "AiReachly",
   "u": "https://aireachly.com/",
   "w": "An AI ranking audit tool with paid strategy reports and a managed GEO engineer plan, sold to brands.",
   "w_u": "https://aireachly.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track rankings across ChatGPT, Gemini, Perplexity, Claude, and AI search",
     "u": "https://aireachly.com/"
    },
    "sources": {
     "v": "partial",
     "q": "See real-time citations across all major AI platforms.",
     "u": "https://aireachly.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Includes strategy development, content optimization, technical implementation",
     "u": "https://aireachly.com/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "competitive analysis, keyword opportunities, technical audit, and implementation roadmap",
     "u": "https://aireachly.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Ireland",
   "hq_src": "https://linkedin.com/company/aireachly",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aireachly"
  },
  {
   "n": "AIRIX",
   "u": "https://www.airix.app/",
   "w": "Scans 16 AI platforms to show whether they recommend your business, which competitors they cite, and generates schema and copy fixes.",
   "w_u": "https://www.airix.app/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AIRIX tracks how 16 AI engines answer questions about your brand, your market, and your rivals.",
     "u": "https://www.airix.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Every scan logs which competitors AI cites in your category, and on which platforms. The \"why\" comes with it - the structured data and review sources powering their lead.",
     "u": "https://www.airix.app/"
    },
    "content": {
     "v": "yes",
     "q": "The structured data and answer-shaped copy AI engines pull from. Generated weekly, tailored to your business. Copy, paste, deploy.",
     "u": "https://www.airix.app/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "AIRIX tracks whether each of your clients gets recommended, fixes what holds them back, and hands you white-label reports to deliver as your own service.",
     "u": "https://www.airix.app/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "On-page audit",
     "u": "https://www.airix.app/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.airix.app/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "airix"
  },
  {
   "n": "AIVS AI Visibility Monitor",
   "u": "https://aivs.cloud/de/ai-visibility-monitor",
   "w": "AI visibility product for hotels and restaurants, aimed at appearing in ChatGPT and Gemini and improving booking paths.",
   "w_u": "https://aivs.cloud/de/ai-visibility-monitor",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wir zeigen Ihnen exakt, wie und wo ChatGPT, Gemini und Co. Ihren Betrieb erwähnen — und wo nicht.",
     "u": "https://aivs.cloud/de/ai-visibility-monitor"
    },
    "sources": {
     "v": "yes",
     "q": "Quellenanalyse: Welche Quellen nutzen KI-Systeme, wenn sie über Ihr Unternehmen sprechen? Der Monitor macht es transparent.",
     "u": "https://aivs.cloud/de/ai-visibility-monitor"
    },
    "content": {
     "v": "yes",
     "q": "Vollständige Content-Optimierung",
     "u": "https://aivs.cloud/de/ai-visibility-monitor"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agenturen, Berater und Softwareanbieter integrieren AIVS in ihr Portfolio — unter eigenem Namen, mit eigenem Auftritt.",
     "u": "https://aivs.cloud/de/ai-visibility-monitor"
    }
   },
   "hq": "Germany",
   "hq_src": "https://aivs.cloud/de/ai-visibility-monitor",
   "read": "2026-10-30",
   "slug": "aivs-ai-visibility-monitor"
  },
  {
   "n": "Alexandrya.AI",
   "u": "https://alexandrya.ai/en",
   "w": "Daily AI visibility tracking across ChatGPT, Gemini, Perplexity, AI Overviews and Copilot, with source analysis, recommendations and outreach targets.",
   "w_u": "https://alexandrya.ai/en",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track whether a brand appears in the collected responses, how it is described, which competitors are mentioned and which sources the systems cite.",
     "u": "https://alexandrya.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Top source: trade portal, 38 citations",
     "u": "https://alexandrya.ai/en"
    },
    "content": {
     "v": "yes",
     "q": "Quick wins, content briefings and outreach targets, prioritized by impact.",
     "u": "https://alexandrya.ai/en"
    },
    "pr": {
     "v": "partial",
     "q": "Outreach: 6 trade portals",
     "u": "https://alexandrya.ai/en"
    },
    "agency": {
     "v": "yes",
     "q": "Alexandrya.AI helps businesses and agencies measure, understand and improve their visibility in AI-generated answers.",
     "u": "https://alexandrya.ai/en"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Leading B2B teams use Alexandrya.AI for ... Buying center prompts",
     "u": "https://alexandrya.ai/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://alexandrya.ai/en",
   "founded": 2015,
   "founded_src": "https://alexandrya.ai/en/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025",
    "src": "https://alexandrya.ai/en/about"
   },
   "slug": "alexandrya-ai"
  },
  {
   "n": "Analyze AI",
   "u": "https://www.tryanalyze.ai/",
   "w": "AI search analytics console tracking how AI engines represent a brand, which sources they cite, AI traffic, plus content writer/optimizer.",
   "w_u": "https://www.tryanalyze.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI answers portray your brand, spot shifts as they happen, and know exactly what to fix next.",
     "u": "https://www.tryanalyze.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See every URL and domain AI engines cite in your space. Find the gaps and earn the citations that drive recommendations.",
     "u": "https://www.tryanalyze.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content Optimizer analyzes your existing content and suggests improvements to increase AI visibility.",
     "u": "https://www.tryanalyze.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "AI Agents For Digital PR",
     "u": "https://www.tryanalyze.ai/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "which engines drive visits (AI search traffic analytics)",
     "u": "https://www.tryanalyze.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "tracked prompts daily and ad hoc prompts",
     "u": "https://www.tryanalyze.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.tryanalyze.ai/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://hn.algolia.com/api/v1/items/46195609"
   },
   "slug": "analyze-ai"
  },
  {
   "n": "AnswerRank (answerrank.ai)",
   "u": "https://answerrank.ai/",
   "w": "Platform showing how ChatGPT, Gemini and other models describe a brand, with expert-led fixes and generated content, for brands and agencies.",
   "w_u": "https://answerrank.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand appears in AI-generated responses",
     "u": "https://answerrank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "A sources dashboard that answers the question",
     "u": "https://answerrank.ai/changelog"
    },
    "content": {
     "v": "yes",
     "q": "We do not just monitor AI visibility. We build the content that earns it.",
     "u": "https://answerrank.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Test and improve key prompts driving visibility",
     "u": "https://answerrank.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies | For big teams and enterprises",
     "u": "https://answerrank.ai/"
    }
   },
   "hq": "Latvia",
   "hq_src": "https://answerrank.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "answerrank-answerrank"
  },
  {
   "n": "Appear on AI",
   "u": "https://appearonai.io/",
   "w": "AI visibility audit and tracking: shows how ChatGPT, Claude, Gemini and Perplexity perceive a brand and gives recommendations and AI-optimized content.",
   "w_u": "https://appearonai.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ongoing AI visibility tracking with weekly analysis, priority support, and continuous optimization recommendations.",
     "u": "https://appearonai.io/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI-powered content generation optimized for AI search visibility. Create blogs that get cited by AI assistants.",
     "u": "https://appearonai.io/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Deliver AI visibility audits to your clients with white-label reports and unlimited websites.",
     "u": "https://appearonai.io/agency"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Target Query Identification - Discover the exact queries where you should appear",
     "u": "https://appearonai.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AppearOnAI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.producthunt.com/products/appear-on-ai"
   },
   "slug": "appearonai"
  },
  {
   "n": "AreYouFoundByAI",
   "u": "https://areyoufoundbyai.com/",
   "w": "Autonomous growth agent 'Tanwen' that checks AI answers, citations and competitors, then does the fixes across Google, AI and directories.",
   "w_u": "https://areyoufoundbyai.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A check of 25 buyers’ questions on the schedule you choose, across the AI engines, the competitors AI names instead of you",
     "u": "https://areyoufoundbyai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the answers, competitors and sources behind every fix Tanwen makes.",
     "u": "https://areyoufoundbyai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Your saved check brings together AI answers, citations and your first fix.",
     "u": "https://areyoufoundbyai.com/"
    },
    "pr": {
     "v": "partial",
     "q": "does the work across Google, AI answers and the directories that matter",
     "u": "https://areyoufoundbyai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Tanwen works across all of your clients, so every client gets the research and the work without adding headcount.",
     "u": "https://areyoufoundbyai.com/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Free tools: AI crawler checker; DNS AID checker; IndexNow",
     "u": "https://areyoufoundbyai.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Are you found by AI?",
   "hq": "Australia",
   "hq_src": "https://areyoufoundbyai.com/terms",
   "founded": 2019,
   "founded_src": "https://areyoufoundbyai.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://areyoufoundbyai.com/news/33-9-days-in-1-in-ai-visibility-plus-the-cheat-sheet"
   },
   "slug": "are-you-found-by-ai-tanwen"
  },
  {
   "n": "Astiva AI",
   "u": "https://astiva.ai/",
   "w": "Competitive AI search visibility platform monitoring 10 AI platforms daily, citation gap analysis, content generation and GA4 attribution.",
   "w_u": "https://astiva.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily automated brand monitoring across ChatGPT, Claude, Gemini, Perplexity, Grok, Meta AI, DeepSeek, Mistral AI, Google AI Mode, and Google AI Overview.",
     "u": "https://astiva.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Top sources dashboard: see which high-authority domains shape your brand narrative across AI platforms.",
     "u": "https://astiva.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Close every gap with citation-ready content built to earn AI mentions.",
     "u": "https://astiva.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Enterprise — Custom pricing : Unlimited brands, prompts, platforms, and competitors; unlimited team members; SSO and SAML authentication; full API access; white-label reports",
     "u": "https://astiva.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "FAQ schema, expert quotes, sourced statistics, and a 15-check quality gate on every piece.",
     "u": "https://astiva.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.prlog.org/13150558-astiva-ai-launches-free-public-tool-to-measure-brand-visibility-across-chatgpt-and-perplexity.html",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.prlog.org/13150558-astiva-ai-launches-free-public-tool-to-measure-brand-visibility-across-chatgpt-and-perplexity.html"
   },
   "slug": "astiva-ai"
  },
  {
   "n": "Aurora",
   "u": "https://aurora-intelligence.tech/",
   "w": "GEO platform for brands and agencies in Switzerland that measures brand visibility, citation share and sentiment across AI search engines, with recommended actions.",
   "w_u": "https://aurora-intelligence.tech",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure and improve your visibility on ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini or Copilot.",
     "u": "https://aurora-intelligence.tech"
    },
    "sources": {
     "v": "yes",
     "q": "Grasp which sources are most relevant and how you can improve.",
     "u": "https://aurora-intelligence.tech"
    },
    "content": {
     "v": "yes",
     "q": "Actions: Get recommendations and input on how to improve your visibility.",
     "u": "https://aurora-intelligence.tech/"
    },
    "technical": {
     "v": "partial",
     "q": "If you need additional features such as an audit of your website",
     "u": "https://aurora-intelligence.tech"
    },
    "pr": {
     "v": "partial",
     "q": "Get cited by a Swiss tech magazine",
     "u": "https://aurora-intelligence.tech"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Ads",
     "u": "https://aurora-intelligence.tech"
    },
    "prompts": {
     "v": "partial",
     "q": "Automatically generate fitting prompts for your business.",
     "u": "https://aurora-intelligence.tech"
    },
    "agency": {
     "v": "yes",
     "q": "Aurora Intelligence has become essential for our client reporting.",
     "u": "https://aurora-intelligence.tech"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://aurora-intelligence.tech/en/about",
   "founded": 2025,
   "founded_src": "https://aurora-intelligence.tech/en/about",
   "read": "2026-11-02",
   "slug": "aurora"
  },
  {
   "n": "AutoRank",
   "u": "https://autorank.ai/",
   "w": "AI search analytics platform that tracks brand visibility and sentiment across AI models and prepares content actions, for marketing teams.",
   "w_u": "https://autorank.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your Share of Voice, mention rates, and sentiment across all major LLMs.",
     "u": "https://autorank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "inspect citation sources",
     "u": "https://autorank.ai/about"
    },
    "content": {
     "v": "yes",
     "q": "page-by-page audits with ready-to-publish rewrites",
     "u": "https://autorank.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Add FAQ schema markup",
     "u": "https://autorank.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://autorank.ai/about",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/autorankai",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "autorank"
  },
  {
   "n": "Axis Suite",
   "u": "https://axissuite.ai/",
   "w": "Scans ChatGPT, Claude, Gemini and Perplexity with buyer-intent prompts, diagnoses why AI recommends competitors, and runs a prioritized fix plan.",
   "w_u": "https://axissuite.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query ChatGPT, Claude, Gemini, and Perplexity with prompts your customers actually use.",
     "u": "https://axissuite.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track confidence, co-citations, and recommendation persistence.",
     "u": "https://axissuite.ai/"
    },
    "content": {
     "v": "yes",
     "q": "every recommendation to an executable fix — schema generation, prompt optimization, citati[on ...]",
     "u": "https://axissuite.ai/about"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "AI Agency Pro ... Multi-client management for agencies ... [price]/month",
     "u": "https://axissuite.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "4 AI platforms + Google AI Mode readiness",
     "u": "https://axissuite.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Axis Suite tests buyer-intent prompts, the ones customers use when deciding who to select or buy from.",
     "u": "https://axissuite.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://axissuite.ai/terms",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/trendaxis-ai_axissuite-trendaxis-aivisibility-activity-7391888900501381120-J-ay",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/trendaxis-ai_axissuite-trendaxis-aivisibility-activity-7391888900501381120-J-ay"
   },
   "slug": "axis-suite"
  },
  {
   "n": "Babel42",
   "u": "https://babel42.io/",
   "w": "Sends multi-turn synthetic AI buyers into seven AI assistants to measure whether they recommend your brand, which sources they cite, and what to fix.",
   "w_u": "https://babel42.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether ChatGPT, Claude, Perplexity, Gemini, Grok and Google's AI answers recommend your brand",
     "u": "https://babel42.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The rival pages Google cited in your place, with URLs",
     "u": "https://babel42.io/"
    },
    "content": {
     "v": "yes",
     "q": "Run a free AI SEO audit of up to 10 pages. No account needed.",
     "u": "https://babel42.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies tracking every assistant, every day. [price]/mo",
     "u": "https://babel42.io/pricing?product=ai"
    },
    "technical": {
     "v": "partial",
     "q": "Run a free AI SEO audit of up to 10 pages. No account needed.",
     "u": "https://babel42.io"
    },
    "prompts": {
     "v": "partial",
     "q": "The queries your domain already ranks for in Google, with monthly search volumes.",
     "u": "https://babel42.io"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Babel42 AI Visibility",
   "hq": "United Kingdom",
   "hq_src": "https://babel42.io/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.producthunt.com/products/babel42"
   },
   "slug": "babel42"
  },
  {
   "n": "Beamtrace",
   "u": "https://beamtrace.com/",
   "w": "AI brand visibility tracker: visibility score, prompt rank tracking, competitor analysis and citation analysis across AI assistants, with an action plan.",
   "w_u": "https://beamtrace.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track business-critical prompts to see where your brand performs well and where visibility drops across AI answers.",
     "u": "https://beamtrace.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Analysis ... Analyze how AI cites sources and references brands.",
     "u": "https://beamtrace.com/"
    },
    "content": {
     "v": "yes",
     "q": "Produces suggested text and other draft materials for use when addressing an issue, where a change to your content is involved",
     "u": "https://beamtrace.com/terms-of-service"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies & Freelancers: Track AI search visibility for multiple clients, compare brands, and report on AI-driven discovery",
     "u": "https://beamtrace.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Andorra",
   "hq_src": "https://beamtrace.com/terms-of-service",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "beamtrace"
  },
  {
   "n": "Bluefish AI",
   "u": "https://www.bluefishai.com/",
   "w": "Enterprise agentic marketing platform to monitor, optimize and measure how AI channels represent and recommend a brand.",
   "w_u": "https://www.bluefishai.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly how AI represents your brand and how you stack up against the competition with AI Monitoring Suite.",
     "u": "https://www.bluefishai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace every AI answer back to its source, down to the URL, so you know exactly what's shaping the story before you try to change it.",
     "u": "https://www.bluefishai.com/products/ai-monitoring-suite"
    },
    "content": {
     "v": "yes",
     "q": "Get page-level recommendations informed by AI responses, citation data and your existing brand content.",
     "u": "https://www.bluefishai.com/products/ai-optimization-suite"
    },
    "pr": {
     "v": "partial",
     "q": "Update first- and third-party sources, and syndicate brand-verified data straight to AI platforms.",
     "u": "https://www.bluefishai.com/products/ai-monitoring-suite"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Push verified brand data directly to AI models, so they don't rely solely on what they crawl from the open web.",
     "u": "https://www.bluefishai.com/products/ai-optimization-suite"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "How Bluefish Helps Brands Rank on Alexa for Shopping",
     "u": "https://www.bluefishai.com/"
    }
   },
   "product": "Bluefish",
   "hq": "United States",
   "hq_src": "https://www.bluefishai.com/about",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/andreidunca_bluefish-ai-activity-7199076897324982273-OcSl",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "bluefish"
  },
  {
   "n": "BrandGEO",
   "u": "https://getbrandgeo.com",
   "w": "Software and managed service that scores brand visibility across up to seven AI engines and turns gaps into briefs, sold to niche B2B brands.",
   "w_u": "https://getbrandgeo.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See what the top AI engines tell your buyers when they ask about your category.",
     "u": "https://getbrandgeo.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Each gap turns into a content brief, then into a full draft, scored before you publish it",
     "u": "https://getbrandgeo.com"
    },
    "technical": {
     "v": "partial",
     "q": "Add schema markup so Perplexity can find you",
     "u": "https://getbrandgeo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI visibility strategy + prompt research",
     "u": "https://getbrandgeo.com"
    },
    "agency": {
     "v": "yes",
     "q": "White-label + dedicated support",
     "u": "https://getbrandgeo.com"
    }
   },
   "hq": "Spain",
   "hq_src": "https://getbrandgeo.com/llms.txt",
   "founded": 2026,
   "founded_src": "https://getbrandgeo.com/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "brandgeo"
  },
  {
   "n": "Brandi AI",
   "u": "https://mybrandi.ai/",
   "w": "AI visibility and GEO platform: tracks brand mentions, citations and sentiment in AI answers and optimizes human-written content.",
   "w_u": "https://mybrandi.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand visibility in AI answers. See when, where, and how prominently a brand appears across major generative AI and AI search platforms.",
     "u": "https://mybrandi.ai/ai-reputation-management/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace the sources influencing AI answers. Identify the websites, publications, and other public sources associated with the narratives AI platforms surface.",
     "u": "https://mybrandi.ai/ai-reputation-management/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize answer-ready content with AI-powered recommendations that improve machine comprehension, strengthen topical authority, and increase the likelihood of citations in AI-generated answers",
     "u": "https://mybrandi.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Identify domains and platforms influencing AI to enhance traditional and digital PR efforts for maximum brand visibility.",
     "u": "https://mybrandi.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Brandi AI is an AI visibility and Generative Engine Optimization (GEO) platform for public relations, digital marketing, branding, content, and communications agencies.",
     "u": "https://mybrandi.ai/generative-engine-optimization-for-agencies/"
    },
    "technical": {
     "v": "partial",
     "q": "Improve the structure, readability, and technical clarity of web pages, blog posts, and marketing assets so AI systems can more easily understand, extract, and cite your content",
     "u": "https://mybrandi.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Detect emerging audience trends through prompt-level listening",
     "u": "https://mybrandi.ai/how-generative-engine-optimization-works-for-ai-visibility/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://mybrandi.ai/terms-of-service/",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10-08",
    "src": "https://www.prnewswire.com/news-releases/brandi-ai-launches-the-most-comprehensive-ai-visibility-and-generative-engine-optimization-platform-for-marketers-302577606.html"
   },
   "slug": "brandi-ai"
  },
  {
   "n": "BrandPeek",
   "u": "https://brandpeek.ai/",
   "w": "Freemium AI visibility tracker that monitors brand mentions across ChatGPT, Perplexity, Gemini, AI Overviews and more, with AI-content optimization tools.",
   "w_u": "https://brandpeek.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time monitoring across ChatGPT, Perplexity, Gemini, AI Overviews, Claude, and 10+ other AI models",
     "u": "https://brandpeek.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI Fact Sheet Generator - Create AI-crawler optimized content to help AI models discover your brand",
     "u": "https://brandpeek.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting",
     "u": "https://brandpeek.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "AI Fact Sheet Generator - Create AI-crawler optimized content to help AI models discover your brand",
     "u": "https://brandpeek.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.linkedin.com/posts/adamyong_setup-brand-tracking-in-llms-to-monitor-ai-activity-7341508973256167425-bT4E"
   },
   "slug": "brandpeek"
  },
  {
   "n": "CiteCompass",
   "u": "https://citecompass.com/",
   "w": "AI visibility suite that maps where AI models cite a B2B brand across five buying stages, with a GEO roadmap and optional content services.",
   "w_u": "https://citecompass.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get a single, consolidated score that tells you exactly how your brand performs across every major AI platform.",
     "u": "https://citecompass.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Share of Voice, sentiment analysis, competitor benchmarking, AI source analysis",
     "u": "https://citecompass.com/ai-visibility-suite/"
    },
    "content": {
     "v": "yes",
     "q": "Turn Invisible Content into AI Answers",
     "u": "https://citecompass.com/aeo-content-remediation-service/"
    },
    "technical": {
     "v": "partial",
     "q": "machine-readable schema requirements designed for AI extractability.",
     "u": "https://citecompass.com/"
    },
    "pr": {
     "v": "partial",
     "q": "influencing your brand’s authority.",
     "u": "https://citecompass.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "SEO Agencies",
     "u": "https://citecompass.com/"
    }
   },
   "product": "CiteCompass AI Visibility Suite",
   "hq": "New Zealand",
   "hq_src": "https://citecompass.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://nz.linkedin.com/company/citecompass",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citecompass"
  },
  {
   "n": "Citeview",
   "u": "https://citeview.ai/",
   "w": "LLM tracker that scores brand visibility, share of voice and rank across AI assistants by customer persona and country, for brands and agencies.",
   "w_u": "https://citeview.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often each assistant names your brand when buyers ask the questions that matter",
     "u": "https://citeview.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Unique pages from your domain cited by AI",
     "u": "https://citeview.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content creation & optimization",
     "u": "https://citeview.ai/pricing/"
    },
    "technical": {
     "v": "partial",
     "q": "Citeview monitors the full landscape of AI crawlers and answer engines",
     "u": "https://citeview.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Prioritized next steps from your scan results — for example, prompts where you are missing and sources worth getting cited in.",
     "u": "https://citeview.ai/pricing/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "built for agencies reporting to clients",
     "u": "https://citeview.ai/pricing/"
    }
   },
   "read": "2026-11-02",
   "slug": "citeview"
  },
  {
   "n": "Collimer",
   "u": "https://collimer.com/",
   "w": "Scan that probes ChatGPT, Claude and other assistants about a domain and returns a ranked list of fixes, with a paid sprint that ships them.",
   "w_u": "https://collimer.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We probe AI assistants like ChatGPT and Claude with the real questions your buyers ask",
     "u": "https://collimer.com/"
    },
    "sources": {
     "v": "partial",
     "q": "not on the page they cite.",
     "u": "https://collimer.com/"
    },
    "content": {
     "v": "yes",
     "q": "The top one usually takes under an hour, and we draft the outline for you.",
     "u": "https://collimer.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://collimer.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.sandcastlelabs.ai/logs/collimer-is-live/"
   },
   "slug": "collimer"
  },
  {
   "n": "DareAISearch",
   "u": "https://dareaisearch.com/",
   "w": "Managed AI search service with analytics and a free score check, tracking and improving brand discovery across Google, ChatGPT, Gemini and Perplexity for brands.",
   "w_u": "https://dareaisearch.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover your SearchScore™ across ChatGPT, Gemini, Perplexity within 60 seconds",
     "u": "https://dareaisearch.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Top Citation Sources",
     "u": "https://dareaisearch.com/"
    },
    "content": {
     "v": "yes",
     "q": "entity optimization, AI-first content, citation building and authority expansion",
     "u": "https://dareaisearch.com/"
    },
    "technical": {
     "v": "partial",
     "q": "technical SEO improvements, AI-focused content, structured data, and authority building",
     "u": "https://dareaisearch.com/"
    },
    "pr": {
     "v": "partial",
     "q": "citation building and authority expansion",
     "u": "https://dareaisearch.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://yourstory.com/2026/07/this-startup-helps-brands-get-discovered-across-ai-search-platforms",
   "founded": 2026,
   "founded_src": "https://in.linkedin.com/company/dareaisearch",
   "tier": 2,
   "read": "2026-10-22",
   "launch": {
    "d": "2026",
    "src": "https://yourstory.com/2026/07/this-startup-helps-brands-get-discovered-across-ai-search-platforms"
   },
   "slug": "dareaisearch"
  },
  {
   "n": "Deeprank AI",
   "u": "https://deeprank.ai",
   "w": "Tool that scans what ChatGPT says about a business, publishes a confirmed profile on its subdomain and tracks customer questions, for businesses.",
   "w_u": "https://deeprank.ai",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Deeprank AI tracks the real questions your customers ask AI",
     "u": "https://deeprank.ai"
    },
    "sources": {
     "v": "partial",
     "q": "Two directories still list your old clinic name.",
     "u": "https://deeprank.ai"
    },
    "content": {
     "v": "yes",
     "q": "Your confirmed facts become one clean, structured profile",
     "u": "https://deeprank.ai"
    },
    "technical": {
     "v": "partial",
     "q": "kept current, written the way AI reads.",
     "u": "https://deeprank.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "15 customer searches",
     "u": "https://deeprank.ai"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "deeprank-ai"
  },
  {
   "n": "DeepSmith",
   "u": "https://deepsmith.ai/",
   "w": "Platform that tracks mentions and citations across AI engines and produces on brand articles from those gaps, for content, marketing, PR and agency teams.",
   "w_u": "https://deepsmith.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your mention rate, citation rate, and share of voice across all five engines, and how each moves over time.",
     "u": "https://deepsmith.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track which competitor pages win the answers you want, and what they publish.",
     "u": "https://deepsmith.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Turn the prompts you're losing, your keyword clusters, or a competitor's winning page into a backlog of write-ready ideas.",
     "u": "https://deepsmith.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run each client in its own workspace, with separate brand, content, and reporting, all from one account.",
     "u": "https://deepsmith.ai/"
    }
   },
   "product": "Lumira (analytics) and Content Studio",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "deepsmith"
  },
  {
   "n": "doping.ai",
   "u": "https://doping.ai/",
   "w": "Software that sends buyer questions to six AI assistants, classifies whether a brand is recommended, and suggests page edits, for brands and agencies.",
   "w_u": "https://doping.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each question goes to ChatGPT, Gemini, Claude, Perplexity, Grok and Meta AI.",
     "u": "https://doping.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Every answer is stored with the Citations it cites.",
     "u": "https://doping.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Know which page to edit, and why.",
     "u": "https://doping.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "One Profile per client",
     "u": "https://doping.ai/solutions/agencies"
    }
   },
   "hq": "Germany",
   "hq_src": "https://doping.ai/impressum",
   "read": "2026-11-02",
   "slug": "doping-ai"
  },
  {
   "n": "elelem",
   "u": "https://elelem.ai/",
   "w": "On-site 'Ask AI' answer engine that also tracks brand visibility in ChatGPT, Gemini, Claude and Perplexity.",
   "w_u": "https://elelem.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Up to 100 Prompts Tracked (ChatGPT, Google Gemini, Perplexity & Claude)",
     "u": "https://elelem.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Answer Engineering & Optimisation",
     "u": "https://elelem.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Your dashboard shows you exactly what buyers are asking that your content can't yet answer.",
     "u": "https://elelem.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2023,
   "founded_src": "https://linkedin.com/company/elelemai",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "elelem"
  },
  {
   "n": "EnGenius",
   "u": "https://engenius.one/",
   "w": "GEO tool that analyzes and rewrites content for AI engines and monitors whether content is cited in ChatGPT, Perplexity and AI Overviews.",
   "w_u": "https://engenius.one/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your content performs across AI platforms like ChatGPT, Perplexity, and Google AI Overviews. See if your content gets cited when users ask AI engines about your topics.",
     "u": "https://engenius.one/"
    },
    "content": {
     "v": "yes",
     "q": "Generate an optimized article based on the analysis and recommendations.",
     "u": "https://engenius.one/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Enterprise solution for agencies and large teams",
     "u": "https://engenius.one/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://engenius.one/privacy",
   "founded": 2024,
   "founded_src": "https://in.linkedin.com/company/engenius-marketing-services",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "engenius"
  },
  {
   "n": "FlipAEO",
   "u": "https://flipaeo.com/",
   "w": "For founder-led B2B SaaS: measures 40 buyer questions in ChatGPT and Google AI Mode, finds gaps, and delivers batches of create or refresh drafts.",
   "w_u": "https://flipaeo.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Confirm 40 questions real buyers ask, then see how ChatGPT and Google AI Mode answer them. FlipAEO shows where your brand is absent or outranked",
     "u": "https://flipaeo.com/"
    },
    "sources": {
     "v": "partial",
     "q": "We ask the confirmed buyer questions in ChatGPT and Google AI Mode, then retain the answers, mentions and citations behind every verdict.",
     "u": "https://flipaeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "turns the highest-priority gaps into create or refresh work. Selected drafts arrive together as one complete batch.",
     "u": "https://flipaeo.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Confirm 40 questions real buyers ask",
     "u": "https://flipaeo.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.producthunt.com/products/flipaeo/launches"
   },
   "slug": "flipaeo"
  },
  {
   "n": "Foliora",
   "u": "https://www.foliora.ai/",
   "w": "Managed AI search service-software: researches buyer questions, drafts evidence pages on your domain, and re-asks a fixed question panel monthly.",
   "w_u": "https://www.foliora.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The same 25 buyer questions, frozen and re-asked, so a month-over-month trend means something.",
     "u": "https://www.foliora.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Foliora re-reads your catalog page by page, clustered by template, so one approved fix covers every page built the same way.",
     "u": "https://www.foliora.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "AI SEO execution for small marketing agencies",
     "u": "https://www.foliora.ai/agencies"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "it researches the questions",
     "u": "https://www.foliora.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "foliora"
  },
  {
   "n": "Forthefame",
   "u": "https://forthefame.com/",
   "w": "GEO platform that audits how AI systems describe a company, tracks sources, and generates content and 90 day plans, for businesses and agencies.",
   "w_u": "https://forthefame.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Forthefame prüft, ob dein Unternehmen in KI Suchen genannt wird.",
     "u": "https://forthefame.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Forthefame zeigt dir, auf welchen Plattformen KI-Systeme ihre Informationen über deine Branche beziehen",
     "u": "https://forthefame.com/"
    },
    "content": {
     "v": "yes",
     "q": "Ein Klick genügt, um den vollständigen Content zu generieren.",
     "u": "https://forthefame.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Du siehst, wo du präsent bist, wo du fehlt",
     "u": "https://forthefame.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agenturen können mehrere Firmenprofile verwalten.",
     "u": "https://forthefame.com/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://forthefame.com/impressum/",
   "read": "2026-11-02",
   "slug": "forthefame"
  },
  {
   "n": "Frevana",
   "u": "https://www.frevana.com/",
   "w": "Frevana sells no code agent apps for ads, ecommerce and content to businesses, including an AEO Team app for visibility in AI search.",
   "w_u": "https://www.frevana.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyze live user questions and AI answers",
     "u": "https://www.frevana.com/homepage"
    },
    "sources": {
     "v": "yes",
     "q": "Track competitor citations and recommendations",
     "u": "https://www.frevana.com/homepage"
    },
    "content": {
     "v": "yes",
     "q": "Automatically turn insights into content and growth",
     "u": "https://www.frevana.com/homepage"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Amazon AEO",
     "u": "https://www.frevana.com/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "content workflows, brand monitoring, prompt research",
     "u": "https://www.frevana.com/llms.txt"
    },
    "agency": {
     "v": "partial",
     "q": "More client work. Less busywork.",
     "u": "https://www.frevana.com/"
    }
   },
   "product": "AEO Team",
   "hq": "United States",
   "hq_src": "https://www.prweb.com/releases/frevana-launches-aeo-agent-team-to-help-brands-win-the-answer-economy-302696571.html",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.prweb.com/releases/frevana-launches-aeo-agent-team-to-help-brands-win-the-answer-economy-302696571.html"
   },
   "slug": "frevana"
  },
  {
   "n": "GAIO Tech",
   "u": "https://gaiotech.ai/",
   "w": "Sells a platform for tracking AI share of voice and planning content for AI citations, with strategy sessions, to enterprise marketing teams.",
   "w_u": "https://gaiotech.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI Share of Voice, optimize for ChatGPT, Gemini & Perplexity citations.",
     "u": "https://gaiotech.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "citation layer providing direct citation links and analyzing exact text AI models use",
     "u": "https://gaiotech.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content and question planning tools",
     "u": "https://gaiotech.ai/pricing/"
    },
    "technical": {
     "v": "partial",
     "q": "foundation layer for technical authority and credibility",
     "u": "https://gaiotech.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Content and question planning tools",
     "u": "https://gaiotech.ai/pricing/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GAIO Tech platform",
   "hq": "Belgium",
   "hq_src": "https://gaiotech.ai/pricing/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "gaio-tech"
  },
  {
   "n": "Gauge",
   "u": "https://www.withgauge.com/",
   "w": "'Agent-led growth' platform: tracks brand mentions and citations in AI search, generates content, monitors ChatGPT ads, and tests coding-agent product preference.",
   "w_u": "https://www.withgauge.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts for your brand across ChatGPT, Gemini, Perplexity & Claude. Monitor hundreds of prompts daily to see mention rates, citation rates",
     "u": "https://www.withgauge.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Citation analysis — See which websites and pages AI models cite.",
     "u": "https://www.withgauge.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Generate data-driven content designed to get cited by AI platforms. Identify gaps, draft articles, and track citation impact automatically.",
     "u": "https://www.withgauge.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Mode — [price] per active client per month",
     "u": "https://www.withgauge.com/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "Run agents against your product. Find the docs, setup steps, and integrations that get them stuck, then test what helps them succeed.",
     "u": "https://www.withgauge.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Ads",
     "u": "https://www.withgauge.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.withgauge.com/team/",
   "founded": 2024,
   "founded_src": "https://www.ycombinator.com/companies/gauge",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.ycombinator.com/launches/NYd-gauge-show-up-in-more-ai-answers"
   },
   "slug": "gauge"
  },
  {
   "n": "GeckoCheck",
   "u": "https://geckocheck.com/",
   "w": "Tracks brand visibility across ten AI engines and uses agents to draft content and commerce actions.",
   "w_u": "https://geckocheck.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ten today: ChatGPT, Copilot, Google AI Overview, Google AI Mode, Gemini, Grok, Claude, Perplexity, Meta AI and Mistral.",
     "u": "https://geckocheck.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find sources influencing AI answers",
     "u": "https://geckocheck.com/"
    },
    "content": {
     "v": "yes",
     "q": "We write it.",
     "u": "https://geckocheck.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Publisher placements / Re-pitch the review roundup",
     "u": "https://geckocheck.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Do you work with agencies? Yes. Talk to our team about a package for several clients.",
     "u": "https://geckocheck.com/Pricing"
    },
    "technical": {
     "v": "no"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.linkedin.com/company/geckocheck",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/company/geckocheck",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/eladgoldenberg_ecommerce-geckocheck-llmseo-activity-7351950394656178176-erhT"
   },
   "slug": "geckocheck"
  },
  {
   "n": "Geneo",
   "u": "https://geneo.app/",
   "w": "GEO platform tracking brand mentions, rankings and citations in ChatGPT, Gemini, AI Overviews and Perplexity, with content recommendations and white-label agency plans.",
   "w_u": "https://geneo.app/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor real-time brand mentions and rankings in ChatGPT, Gemini, Google AI Overviews, and Perplexity.",
     "u": "https://geneo.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze your share of voice, citation sources, and competitive positioning to understand why you rank where you do.",
     "u": "https://geneo.app/"
    },
    "content": {
     "v": "yes",
     "q": "Identify content gaps and get actionable recommendations to boost visibility.",
     "u": "https://geneo.app/solutions/ai-content-strategy"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The White-Label AI Visibility Tool for Agencies",
     "u": "https://geneo.app/agency"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://geneo.app/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://news.ycombinator.com/item?id=44325360"
   },
   "slug": "geneo"
  },
  {
   "n": "Geogle AI",
   "u": "https://www.geogle.ai/",
   "w": "AI and strategist engine that tracks an AI visibility score, finds gaps and delivers ready content and schema for brands to publish.",
   "w_u": "https://www.geogle.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Continuous tracking of your brand's presence",
     "u": "https://www.geogle.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Prompt & citation insights to guide GEO content",
     "u": "https://www.geogle.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Every cycle delivers ready-to-deploy outputs: checklists, content pieces, citations, descriptions, directory submissions",
     "u": "https://www.geogle.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "your team only publishes the content and schema we provide",
     "u": "https://www.geogle.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "directory submissions",
     "u": "https://www.geogle.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Creating strategic prompts to test and influence how AI models retrieve your data.",
     "u": "https://www.geogle.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "MY",
   "hq_src": "https://linkedin.com/company/geogle-ai",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/geogle-ai",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "geogle-ai"
  },
  {
   "n": "GEOlyze",
   "u": "https://geolyze.de/",
   "w": "Tool for businesses that checks mentions in ChatGPT, Claude, Gemini and Perplexity, scores website content and gives prioritized fixes.",
   "w_u": "https://geolyze.de/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Systematische Abfrage bei ChatGPT, Claude, Gemini und Perplexity: Wirst du erwähnt? Mit welchem Kontext? Neben welchen Wettbewerbern?",
     "u": "https://geolyze.de/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "GEOlyze crawlt deine Website und bewertet 10 GEO-Kriterien: Struktur, Fachsprache, FAQ-Bereiche, Schema.org und mehr.",
     "u": "https://geolyze.de/"
    },
    "technical": {
     "v": "partial",
     "q": "Was zuerst ändern, welche Seite optimieren, welches Schema.org ergänzen",
     "u": "https://geolyze.de/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://geolyze.de/impressum",
   "read": "2026-11-02",
   "slug": "geolyze"
  },
  {
   "n": "GEOPulse (trygeopulse.com)",
   "u": "https://www.trygeopulse.com/",
   "w": "Software that scans five AI engines with brand prompts and delivers visibility reports and content plans, for brands and agencies.",
   "w_u": "https://www.trygeopulse.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time answers from ChatGPT, Perplexity, Gemini, Claude & Grok.",
     "u": "https://www.trygeopulse.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Each engine cites sources differently, so we provide per-platform playbooks",
     "u": "https://www.trygeopulse.com/"
    },
    "content": {
     "v": "yes",
     "q": "tells you exactly what content to create to get cited",
     "u": "https://www.trygeopulse.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Publish FAQ schema for top 5 product queries",
     "u": "https://www.trygeopulse.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Syndicate case studies to G2 and Capterra",
     "u": "https://www.trygeopulse.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Use AI-generated prompts or write your own for full control.",
     "u": "https://www.trygeopulse.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label",
     "u": "https://www.trygeopulse.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geopulse-trygeopulse"
  },
  {
   "n": "GeoRankers",
   "u": "https://georankers.ai/",
   "w": "AI search visibility platform for B2B SaaS tracking brand mentions, competitors, perception and citation sources in ChatGPT, Google AI and Perplexity.",
   "w_u": "https://georankers.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt level visibility tracking: See which queries include your brand and where you are missing.",
     "u": "https://georankers.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source and citation insights: Identify which sources influence AI answers and where you need stronger presence.",
     "u": "https://georankers.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Content Hub turns visibility gaps into ready-to-write content",
     "u": "https://georankers.ai/changelog"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Get dedicated agency pricing with volume discounts, multi-client dashboards, white-label reporting, and a dedicated account manager.",
     "u": "https://georankers.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword Search Volume",
     "u": "https://georankers.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://georankers.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://news.ycombinator.com/item?id=46855373"
   },
   "slug": "georankers"
  },
  {
   "n": "GEOscanAI",
   "u": "https://www.geoscanai.co/",
   "w": "Daily AI brand-visibility monitoring for B2B teams across ChatGPT, Claude, Gemini, Perplexity and Tavily, with position, sentiment and gap reports.",
   "w_u": "https://www.geoscanai.co/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEOscanAI queries ChatGPT daily with your keyword library, records every citation, scores position and sentiment",
     "u": "https://www.geoscanai.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Each gap includes the query text and the competing content earning the",
     "u": "https://www.geoscanai.co/"
    },
    "content": {
     "v": "yes",
     "q": "Using GEOscanAI's keyword gap analysis and content recommendations",
     "u": "https://www.geoscanai.co/"
    },
    "agency": {
     "v": "partial",
     "q": "Team & Agency",
     "u": "https://www.geoscanai.co/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "geoscanai"
  },
  {
   "n": "GeoSnake",
   "u": "https://geosnake.com",
   "w": "Platform that scans ChatGPT, Gemini and Claude for brand mentions, tracks competitors and creates content and backlinks, for marketers and agencies.",
   "w_u": "https://geosnake.com",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Find out if ChatGPT, Gemini and Claude mention your brand.",
     "u": "https://geosnake.com"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources AI models trust",
     "u": "https://geosnake.com"
    },
    "content": {
     "v": "yes",
     "q": "Turn scan findings into AI-ready articles that earn citations",
     "u": "https://geosnake.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "content to publish, prompts to target, sources to earn",
     "u": "https://geosnake.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI-generated prompts to lift model-level visibility",
     "u": "https://geosnake.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Portfolio Add-on to manage multiple clients",
     "u": "https://geosnake.com/pricing"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "slug": "geosnake"
  },
  {
   "n": "Gist",
   "u": "https://gist.ai/products/gist-geo",
   "w": "Gist GEO tracks how AI engines mention, cite and recommend a brand and gives marketers and agencies step by step recommendations.",
   "w_u": "https://gist.ai/products/gist-geo",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Gist GEO tracks how ChatGPT, Perplexity, Claude and Google AI Overviews describe your brand",
     "u": "https://gist.ai/products/gist-geo"
    },
    "sources": {
     "v": "yes",
     "q": "shows which sources the engines cite",
     "u": "https://gist.ai/products/gist-geo"
    },
    "content": {
     "v": "yes",
     "q": "5,000 pages audited per month",
     "u": "https://gist.ai/products/gist-geo"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "query results and complementary paid media",
     "u": "https://gist.ai/about"
    },
    "prompts": {
     "v": "partial",
     "q": "The prompts behind it have real demand, the space is competitive, and it looks winnable for you.",
     "u": "https://gist.ai/products/gist-geo"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies leading GEO for their clients",
     "u": "https://gist.ai/products/gist-geo"
    }
   },
   "product": "Gist GEO",
   "hq": "United States",
   "hq_src": "https://www.adtechjuice.com/gist-geo-platform-launches-to-improve-brand-visibility-across-ai-answers-and-search",
   "founded": 2024,
   "founded_src": "https://gist.ai/about",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.adtechjuice.com/gist-geo-platform-launches-to-improve-brand-visibility-across-ai-answers-and-search"
   },
   "slug": "gist"
  },
  {
   "n": "Halogen AI",
   "u": "https://www.halo-gen.ai/",
   "w": "Software that tracks how ChatGPT, Claude and Gemini describe a brand and ranks recommendations, for marketing teams, agencies and fractional CMOs.",
   "w_u": "https://www.halo-gen.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your visibility score across ChatGPT, Claude, and Gemini in one dashboard.",
     "u": "https://www.halo-gen.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites AI cites when discussing your brand.",
     "u": "https://www.halo-gen.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate optimized content that improves your AI perception",
     "u": "https://www.halo-gen.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Our AI auto-generates the prompts your customers are already asking.",
     "u": "https://www.halo-gen.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Built for agencies and fractional CMOs.",
     "u": "https://www.halo-gen.ai/"
    }
   },
   "product": "Halogen Presence",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/halogenai",
   "founded": 2025,
   "founded_src": "https://www.halo-gen.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/marioadoc_aisearch-brandvisibility-aivisibility-activity-7471281920153329664-rsQS"
   },
   "slug": "halogen-ai"
  },
  {
   "n": "Hoverboard AI",
   "u": "https://gethoverboard.com/",
   "w": "Answer engine visibility tracking and optimization for agencies and brands: daily prompt tracking, citation sources, competitor tracking, content articles and white-label reports.",
   "w_u": "https://gethoverboard.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily tracking and monitoring of your brand’s visibility across ChatGPT,",
     "u": "https://gethoverboard.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify Key Citation Sources | Find out which websites AI systems rely on when answering the prompts you want to be found for.",
     "u": "https://gethoverboard.com/"
    },
    "content": {
     "v": "yes",
     "q": "5 content articles per month",
     "u": "https://gethoverboard.com/pricing/"
    },
    "pr": {
     "v": "partial",
     "q": "Use this data to shape your content and outreach strategy.",
     "u": "https://gethoverboard.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Our PDF or Excel export options allow you to export reports with ease, including white label PDF report options.",
     "u": "https://gethoverboard.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/gethoverboard",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "hoverboard-ai"
  },
  {
   "n": "Hyperpitch.ai",
   "u": "https://hyperpitch.ai/",
   "w": "AI visibility copilot that shows where a brand appears in AI answers and generates and publishes citation focused content.",
   "w_u": "https://hyperpitch.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track ChatGPT, Google AI Overviews, Perplexity, and Claude.",
     "u": "https://hyperpitch.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source intelligence",
     "u": "https://hyperpitch.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Citation-driven content generation",
     "u": "https://hyperpitch.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Includes schema markup, FAQ section, and brand positioning.",
     "u": "https://hyperpitch.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "high-impact prompts where competitors appear but you don't",
     "u": "https://hyperpitch.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/hyperpitch-ai_seo-is-no-longer-enough-ai-native-search-activity-7344439292984803328-9A2t",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/hyperpitch-ai_seo-is-no-longer-enough-ai-native-search-activity-7344439292984803328-9A2t",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "hyperpitch-ai"
  },
  {
   "n": "Justblank",
   "u": "https://justblank.io/",
   "w": "Answer engine optimization platform that tracks and improves brand visibility in ChatGPT, Perplexity, Claude and Gemini, with a content studio.",
   "w_u": "https://justblank.io/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track and improve your visibility across ChatGPT, Perplexity, Claude, Gemini, and other answer engines.",
     "u": "https://justblank.io/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Content Studio: Create content optimized to win AI answers.",
     "u": "https://justblank.io/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies: Partner tiers and revenue opportunities. ... White-label AEO for your clients",
     "u": "https://justblank.io/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12-15",
    "src": "https://hunted.space/product/justblank/launches/justblank"
   },
   "slug": "justblank"
  },
  {
   "n": "Kordy",
   "u": "https://kordy.io",
   "w": "Tracks how coding agents such as Claude Code and Codex recommend technical products, for vendors, and lists fixes to win recommendations.",
   "w_u": "https://kordy.io",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Kordy tracks every recommendation across coding agents",
     "u": "https://kordy.io"
    },
    "sources": {
     "v": "yes",
     "q": "Every miss comes back with the source the model cited instead",
     "u": "https://kordy.io"
    },
    "content": {
     "v": "yes",
     "q": "the exact edit, page or placement that closes it",
     "u": "https://kordy.io"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "what to fix, where to publish, and what to say",
     "u": "https://kordy.io"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Run the install-time prompts your buyers' engineers actually type across Claude Code, Codex, Antigravity and Cursor",
     "u": "https://kordy.io"
    },
    "agency": {
     "v": "yes",
     "q": "Full customer workspaces as an add-on",
     "u": "https://kordy.io/pricing/"
    }
   },
   "hq": "United States",
   "hq_src": "https://kordy.io/about/",
   "founded": 2026,
   "founded_src": "https://kordy.io/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kordy"
  },
  {
   "n": "Lanesra",
   "u": "https://lanesra.ai/",
   "w": "AI search analytics that tracks how answer engines and agents describe a brand, shows the sources they trust, and suggests fixes; Web3 first.",
   "w_u": "https://lanesra.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often each brand appears in AI generated discussions",
     "u": "https://lanesra.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sources models trust",
     "u": "https://lanesra.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Each week you get a short list of what to change, with the citation data that justifies it.",
     "u": "https://lanesra.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "ACTIONSBetaOutreachYour websiteAgent Analytics",
     "u": "https://lanesra.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies: Manage all your AEO clients in one place. Share automated, client-friendly reports that keep everyone aligned.",
     "u": "https://lanesra.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "AEO, GEO and Agent Experience for brands and agencies worldwide.",
     "u": "https://lanesra.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Lanesra AI",
   "hq": "Poland",
   "hq_src": "https://pl.trabajo.org/zawod-4112-4063f9c85deaf5687863f39bae2b7a17",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "lanesra-ai"
  },
  {
   "n": "Launchmind",
   "u": "https://launchmind.io/en/",
   "w": "AI writer that publishes SEO and GEO articles on a business's own site and measures Google rank and AI engine citations.",
   "w_u": "https://launchmind.io/en/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Per article we measure the top 10 and the citations in ChatGPT, Claude, Perplexity, Gemini and Google AI Overview.",
     "u": "https://launchmind.io/en/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "turns what only you know into authentic articles and stronger service pages on your own website",
     "u": "https://launchmind.io/en/"
    },
    "technical": {
     "v": "partial",
     "q": "with schema markup, alt texts, IndexNow and hreflang where the platform allows it",
     "u": "https://launchmind.io/en/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Partner program",
     "u": "https://launchmind.io/en/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://launchmind.io/en/contact/",
   "founded": 2026,
   "founded_src": "https://launchmind.io/en/about/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.producthunt.com/products/launchmind/launches"
   },
   "slug": "launchmind"
  },
  {
   "n": "LLMtel",
   "u": "https://www.llmtel.com/",
   "w": "AI visibility checker that asks 10+ AI chatbots about your brand, scores the answers versus competitors, and gives tuning tips.",
   "w_u": "https://www.llmtel.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Type in your brand, campaign name, or keyword and LLMtel asks 10+ AI chatbots what they know.",
     "u": "https://www.llmtel.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Tailored tasks (wiki setup, high-crawl site targets, on-page updates) to boost AI visibility",
     "u": "https://www.llmtel.com/"
    },
    "content": {
     "v": "yes",
     "q": "Receive a simple list of exactly what to publish and where – add schema, update content, target top-crawl sites",
     "u": "https://www.llmtel.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Make sure your paid or earned placements land on pages AI actually crawls",
     "u": "https://www.llmtel.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Monitor, Measure & Maximize Your Clients’ AI Visibility ... Show clients how they appear across leading AI models",
     "u": "https://www.llmtel.com/solutions/agencies/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "llmtel"
  },
  {
   "n": "LLMwatcher",
   "u": "https://llmwatcher.com/",
   "w": "Polish-language platform that tracks brand visibility, positions and cited sources in Google AI Overviews, AI Mode, ChatGPT, Perplexity and Gemini, with content tools.",
   "w_u": "https://llmwatcher.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Zobacz, gdzie Twoja marka pojawia się w ChatGPT, Google AI, Perplexity, Gemini i innych. Śledź pozycje, wzmianki i trendy w czasie.",
     "u": "https://llmwatcher.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Czytaj pełne odpowiedzi AI, śledź cytowane źródła i historię pozycji dla każdego zapytania na każdej platformie.",
     "u": "https://llmwatcher.com/"
    },
    "content": {
     "v": "yes",
     "q": "Uzyskaj rekomendacje AI, twórz zoptymalizowane klastry treści i śledź postępy.",
     "u": "https://llmwatcher.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Poland",
   "hq_src": "https://pl.linkedin.com/posts/jozwikp_llmwatcher-ai-powered-seo-intelligence-activity-7391055246778789890-Avx1",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://pl.linkedin.com/posts/jozwikp_llmwatcher-ai-powered-seo-intelligence-activity-7391055246778789890-Avx1"
   },
   "slug": "llmwatcher"
  },
  {
   "n": "Menra AI",
   "u": "https://www.menra.ai/",
   "w": "Tracks how nine AI engines mention and cite a brand, with competitor gaps and content scoring, for marketing teams and agencies.",
   "w_u": "https://www.menra.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Menra tracks how ChatGPT, Perplexity, Claude, Gemini and 5 other AI platforms mention, cite, and represent your brand.",
     "u": "https://www.menra.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Every answer is parsed: who was mentioned, in what order, citing which source.",
     "u": "https://www.menra.ai/"
    },
    "content": {
     "v": "yes",
     "q": "score content for AI-readiness (AEO)",
     "u": "https://www.menra.ai/about"
    },
    "technical": {
     "v": "partial",
     "q": "v1.2 ships GEO/AEO crawlability",
     "u": "https://www.menra.ai/blog"
    },
    "pr": {
     "v": "partial",
     "q": "your team knows what to write and which source to earn citations from.",
     "u": "https://www.menra.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Research",
     "u": "https://www.menra.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency sub-accounts and white-label reporting",
     "u": "https://www.menra.ai/pricing"
    }
   },
   "product": "Menra",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "menra-ai"
  },
  {
   "n": "Mentionary",
   "u": "https://mentionary.ai/",
   "w": "AI citation tracking and answer engine optimization software with competitor benchmarks and content gap suggestions for brands and agencies.",
   "w_u": "https://mentionary.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mentionary simulates buyer conversations with AI engines to see if—and how—your brand shows up.",
     "u": "https://mentionary.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Mentionary captures external sources—like Reddit, Trustpilot, or blogs—AI models rely on when forming answers in your category.",
     "u": "https://mentionary.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Mentionary highlights missing information, weak signals and suggests improvements that increase chances of being cited by AI.",
     "u": "https://mentionary.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Mentionary analyzes your site structure, content, and backlinks to identify what influences your AI visibility.",
     "u": "https://mentionary.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Mentionary predicts the scenarios and prompts your prospects use when researching solutions.",
     "u": "https://mentionary.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Scale AEO across multiple brands and clients with advanced features.",
     "u": "https://mentionary.ai/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "mentionary"
  },
  {
   "n": "MentionedBy",
   "u": "https://mentionedby.ai/",
   "w": "AI search analytics tracking brand visibility, position, sentiment and cited sources across 20+ AI models, with recommendations and agency reporting.",
   "w_u": "https://mentionedby.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Review AI-generated answers across models and markets, with the full context behind every mention.",
     "u": "https://mentionedby.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which websites, articles, reviews and communities are being cited, then focus your GEO and digital PR effort.",
     "u": "https://mentionedby.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Build a comparison page for high-intent prompts",
     "u": "https://mentionedby.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Identify which websites, articles, reviews and communities are being cited, then focus your GEO and digital PR effort.",
     "u": "https://mentionedby.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Yes. Agency and enterprise configurations can support multiple brands, client reporting and tailored onboarding.",
     "u": "https://mentionedby.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "MentionedBy AI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://news.ycombinator.com/item?id=44019474"
   },
   "slug": "mentionedby-ai"
  },
  {
   "n": "MentionX",
   "u": "https://mentionx.ai/",
   "w": "Platform for marketing teams that shows whether AI engines recommend a brand, its Google rank, the sources behind both, and drafts content to fix gaps.",
   "w_u": "https://mentionx.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Up to ten engines side by side",
     "u": "https://mentionx.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "MentionX classifies the pages AI engines actually cited for your buyer questions",
     "u": "https://mentionx.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Evidence to brief to first draft",
     "u": "https://mentionx.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track the prompts that matter",
     "u": "https://mentionx.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agency portfolios are quoted.",
     "u": "https://mentionx.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://mentionx.ai/impressum",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.prlog.org/13173231-mentionx-launches-ai-visibility-intelligence-platform-for-the-generative-search-era.html"
   },
   "slug": "mentionx"
  },
  {
   "n": "meraGEO",
   "u": "https://merageo.com/",
   "w": "Free scan plus weekly monitoring of how ChatGPT, Claude and Gemini name a brand, with fix reports and page rewrites.",
   "w_u": "https://merageo.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each one goes to ChatGPT, Claude and Gemini straight away and again every week, and you see who they name: you, or a competitor.",
     "u": "https://merageo.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation targets",
     "u": "https://merageo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Rewrites your worst pages, keeping every fact ... Custom llms.txt file",
     "u": "https://merageo.com/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Record the day you publish an llms.txt or a comparison page",
     "u": "https://merageo.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://news.ycombinator.com/item?id=49920293"
   },
   "slug": "merageo"
  },
  {
   "n": "Meridian",
   "u": "https://trymeridian.com/",
   "w": "AI search visibility platform that tracks brand and product visibility across AI engines and turns gaps into content briefs and actions.",
   "w_u": "https://trymeridian.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI recommends your brand, uncover the keywords and stories driving visibility, and compare your performance to the best in your category.",
     "u": "https://trymeridian.com/"
    },
    "content": {
     "v": "yes",
     "q": "Turn visibility gaps into structured briefs built for how AI engines surface content, so every page earns citations and converts.",
     "u": "https://trymeridian.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Digital marketing agencies",
     "u": "https://trymeridian.com/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Website Insights",
     "u": "https://trymeridian.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Product-level Tracking",
     "u": "https://trymeridian.com"
    }
   },
   "hq": "United States",
   "hq_src": "https://trymeridian.com/llms.txt",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/trymeridian",
   "tier": 2,
   "acquired": true,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.linkedin.com/posts/alex-dees_introducing-meridian-the-first-visibility-activity-7381374363465551872-0p8S"
   },
   "slug": "meridian"
  },
  {
   "n": "Meteoria",
   "u": "https://meteoria.ai/en",
   "w": "GEO tool that runs prompts on ChatGPT, AI Overviews, Perplexity and others to measure brand visibility, sources and sentiment, then guides optimization.",
   "w_u": "https://meteoria.ai/en",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Quantify thousands of responses and get your visibility rate, your relative position and the sources used.",
     "u": "https://meteoria.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Bring back the sources used by the various AIs to understand where to be mentioned",
     "u": "https://meteoria.ai/en"
    },
    "content": {
     "v": "yes",
     "q": "Become LLM-friendly by working on each content and speech.",
     "u": "https://meteoria.ai/en"
    },
    "pr": {
     "v": "partial",
     "q": "Get your brand mentioned where it matters and in the right way. High authority sites Community sources",
     "u": "https://meteoria.ai/en"
    },
    "agency": {
     "v": "yes",
     "q": "Businesses & Agencies [price]/month, starting at",
     "u": "https://meteoria.ai/en"
    },
    "technical": {
     "v": "partial",
     "q": "Analysez vos contenus et votre traffic pour comprendre votre compatibilité avec les LLM",
     "u": "https://meteoria.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Filtres selon critères clés | Volumes de recherches",
     "u": "https://meteoria.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://fr.linkedin.com/posts/idriss-khouader_nous-venons-de-lever-1-million-deuros-activity-7437834518985871360-YhIP",
   "founded": 2025,
   "founded_src": "https://fr.linkedin.com/posts/idriss-khouader_nous-venons-de-lever-1-million-deuros-activity-7437834518985871360-YhIP",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://fr.linkedin.com/posts/maxime-hanquier_teaser-jai-cr%C3%A9%C3%A9-meteoria-la-bascule-est-activity-7355910246579507201-A3F5"
   },
   "slug": "meteoria"
  },
  {
   "n": "Nalqerio",
   "u": "https://nalqerio.com/",
   "w": "GEO tool for businesses and agencies that tracks brand mentions in AI answers and suggests website improvements.",
   "w_u": "https://nalqerio.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Review stored answers, brand mentions, available sources and next steps for your website.",
     "u": "https://nalqerio.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites are cited in AI answers.",
     "u": "https://nalqerio.com/"
    },
    "content": {
     "v": "yes",
     "q": "review the recommendation and target page. Optionally draft text in the tool; publish the change yourself",
     "u": "https://nalqerio.com/features"
    },
    "technical": {
     "v": "partial",
     "q": "Answer view with position, source gaps, AI crawler & content check",
     "u": "https://nalqerio.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Source gaps list cited directories, review platforms and articles that name competitors but not you – each with the matching next step.",
     "u": "https://nalqerio.com/features"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies with client projects or businesses with many locations",
     "u": "https://nalqerio.com/pricing"
    }
   },
   "hq": "Germany",
   "hq_src": "https://nalqerio.com/legal-notice",
   "read": "2026-11-02",
   "slug": "nalqerio"
  },
  {
   "n": "NetRanks",
   "u": "https://www.netranks.ai/",
   "w": "NetRanks scans AI engines for brand mentions and share of voice and gives brands and agencies a prioritized content roadmap.",
   "w_u": "https://www.netranks.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Runs continuous, high-scale prompt surveys across ChatGPT, Gemini, Perplexity, and Claude to produce a stable, repeatable signal.",
     "u": "https://www.netranks.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which third-party sources the engines cite for your category",
     "u": "https://www.netranks.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Translates data into a prioritized content roadmap through the Answer Impact Model (AIM)",
     "u": "https://www.netranks.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "the same engine that powers AI visibility for global brands now rebranded and customized for your clients",
     "u": "https://www.netranks.ai/partners/"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.vcbacked.co/company/netranks",
   "founded": 2025,
   "founded_src": "https://www.preqin.com/data/profile/asset/netranks/791855",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/feed/update/urn:li:activity:7353763399874289664"
   },
   "slug": "netranks"
  },
  {
   "n": "OpenSight",
   "u": "https://www.opensight.dev/",
   "w": "Hosted and self-hosted platform that tracks brand visibility across ChatGPT, Perplexity and Google AI Overviews, with content scoring and an API.",
   "w_u": "https://www.opensight.dev/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand visibility across ChatGPT, Perplexity, and Google AI Overviews.",
     "u": "https://www.opensight.dev/"
    },
    "sources": {
     "v": "partial",
     "q": "You need to know how often your content is cited",
     "u": "https://www.opensight.dev/"
    },
    "content": {
     "v": "yes",
     "q": "Score any URL for AI-engine optimization and get actionable recommendations to improve visibility.",
     "u": "https://www.opensight.dev/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For enterprises and agencies",
     "u": "https://www.opensight.dev/"
    }
   },
   "read": "2026-11-02",
   "slug": "opensight"
  },
  {
   "n": "outwrite.ai",
   "u": "https://outwrite.ai/",
   "w": "Finds topics, writes articles and publishes them to a blog, and tracks Google traffic and AI visibility, for small businesses and marketers.",
   "w_u": "https://outwrite.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "outwrite.ai checks relevant prompts across supported AI platforms",
     "u": "https://outwrite.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "See who AI recommends, what it cites and how your Google search performance is changing.",
     "u": "https://outwrite.ai/"
    },
    "content": {
     "v": "yes",
     "q": "writes useful articles and publishes them to your blog automatically",
     "u": "https://outwrite.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "explores new prompts as research develops",
     "u": "https://outwrite.ai/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "Marketing agencies | SEO agencies",
     "u": "https://outwrite.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/outwriteai",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/outwriteai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "outwrite-ai"
  },
  {
   "n": "PhantomRank",
   "u": "https://www.phantomrank.com/",
   "w": "Search intelligence platform for brands and agencies tracking AI share of voice, citations and crawl gaps, with content drafts.",
   "w_u": "https://www.phantomrank.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "PhantomRank runs conversational, buyer-journey prompts across ChatGPT, Gemini, Claude, Grok, and Perplexity simultaneously.",
     "u": "https://www.phantomrank.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which government sites, media, review platforms, and communities AI actually relies on to answer questions about your category (GSO).",
     "u": "https://www.phantomrank.com/"
    },
    "content": {
     "v": "yes",
     "q": "Articles, newsletters, social posts, and creative briefs, so teams can execute faster instead of just staring at dashboards.",
     "u": "https://www.phantomrank.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Catch cases where AI engines crawl your pages but cite someone else instead.",
     "u": "https://www.phantomrank.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Studio turns those findings into websites, SEO, content, and authority work.",
     "u": "https://www.phantomrank.com/studio"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Tune prompts and personas to match how your real buyers actually ask AI for recommendations.",
     "u": "https://www.phantomrank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Built for boutique agencies managing multiple client brands.",
     "u": "https://www.phantomrank.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "phantomrank"
  },
  {
   "n": "Privora",
   "u": "https://privora.io/",
   "w": "Privora sells brands and agencies AI engine tracking that shows queries lost to competitors and generates content to close each gap.",
   "w_u": "https://privora.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A 0–100 score across all four platforms.",
     "u": "https://privora.io/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Generates ready-to-publish content for each gap",
     "u": "https://privora.io/"
    },
    "technical": {
     "v": "partial",
     "q": "Privora generates FAQ sections, comparison tables, and JSON-LD markup",
     "u": "https://privora.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We'll automatically detect queries to monitor.",
     "u": "https://privora.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Shared agency dashboard",
     "u": "https://privora.io/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "privora"
  },
  {
   "n": "Prompt Zero",
   "u": "https://promptzero.tech/",
   "w": "Tracks what ChatGPT and other AI models say about a brand, joins it with Google rankings and traffic, and lists fixes.",
   "w_u": "https://promptzero.tech/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt Zero tracks what ChatGPT says about your brand",
     "u": "https://promptzero.tech/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the authority gaps. Know which URLs AI trusts in your category, and what it takes to get cited.",
     "u": "https://promptzero.tech/"
    },
    "content": {
     "v": "yes",
     "q": "A list: write this, update that, fix this page, rewrite that post.",
     "u": "https://promptzero.tech/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports",
     "u": "https://promptzero.tech/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.linkedin.com/posts/promptzero-tech_we-just-launched-on-product-hunt-prompt-activity-7447946422559178753-VYNV",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/promptzero-tech_we-just-launched-on-product-hunt-prompt-activity-7447946422559178753-VYNV",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "prompt-zero"
  },
  {
   "n": "PromptScout",
   "u": "https://www.promptscout.app/",
   "w": "GEO/AEO software that tracks brand mentions across ChatGPT, Gemini, AI Overviews, Perplexity and Copilot, with cited sources and content-gap opportunities.",
   "w_u": "https://www.promptscout.app/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which providers mention you, who they recommend instead, and the sources behind each answer.",
     "u": "https://www.promptscout.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Inspect source pages, compare page types, and review the language AI uses to describe competitors. Included from Starter.",
     "u": "https://www.promptscout.app/"
    },
    "content": {
     "v": "yes",
     "q": "From Opportunity to content brief",
     "u": "https://www.promptscout.app/"
    },
    "pr": {
     "v": "partial",
     "q": "Citations Community Engagement · https://reddit.com/r/SaaS/comments/workflow-reporting ... Flowwise is cited from the r/SaaS workflow-reporting thread. TechFlow is not in it.",
     "u": "https://www.promptscout.app/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency [price] [price] / month ... Client-ready reporting ... For agencies",
     "u": "https://www.promptscout.app/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Cloudflare is now a Traffic provider (beta)",
     "u": "https://www.promptscout.app/updates"
    },
    "prompts": {
     "v": "partial",
     "q": "AI prompt suggestions",
     "u": "https://www.promptscout.app/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Poland",
   "hq_src": "https://www.promptscout.app/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.producthunt.com/products/promptscout"
   },
   "slug": "promptscout"
  },
  {
   "n": "PromptSignal",
   "u": "https://www.promptsignal.ai/",
   "w": "Monitors how AI models mention, rank and describe a brand, with competitor tracking, sentiment and answer-engine content briefs.",
   "w_u": "https://www.promptsignal.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query top models like ChatGPT, Claude, Perplexity, and Gemini, daily.",
     "u": "https://www.promptsignal.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Briefs and drafts engineered for answer engines.",
     "u": "https://www.promptsignal.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Personalized technical recommendations",
     "u": "https://www.promptsignal.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Choose relevant prompts to track | Curated prompt suggestions tailored to your business.",
     "u": "https://www.promptsignal.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.promptsignal.ai/terms-of-use",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.producthunt.com/products/promptsignal/awards"
   },
   "slug": "promptsignal"
  },
  {
   "n": "publuence ai",
   "u": "https://publuence.ai/",
   "w": "Measures brand visibility in ChatGPT, Claude, Gemini and Perplexity for brands and agencies and turns the answers into content recommendations.",
   "w_u": "https://publuence.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "publuence ai misst die KI-Sichtbarkeit Ihrer Marke in ChatGPT, Claude, Gemini und Perplexity.",
     "u": "https://publuence.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Erfahren Sie, welche Quellen rund um Ihre Marke in KI-Antworten dominieren",
     "u": "https://publuence.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Identifizierung von Themen, die Ihrer Marke noch fehlen oder nicht ausreichend abgedeckt sind",
     "u": "https://publuence.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Planen Sie gezielte Inhalte auf häufig zitierten Quellen",
     "u": "https://publuence.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "publuence ai generiert automatisch die relevantesten Prompts für Ihre Marke.",
     "u": "https://publuence.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Für Agenturen und mehrere Marken parallel.",
     "u": "https://publuence.ai/preise/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://publuence.ai/impressum/",
   "read": "2026-11-02",
   "slug": "publuence-ai"
  },
  {
   "n": "QueryLift KK",
   "u": "https://app.querylift.co.jp/",
   "w": "QueryLift tracks brand mentions and citations across six AI engines and rewrites existing content, for companies and their SEO teams.",
   "w_u": "https://app.querylift.co.jp/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "言及率・引用率・トピックの占有率・語られ方や回答ごとの引用元など、さまざまな指標から",
     "u": "https://app.querylift.co.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "言及率・引用率・トピックの占有率・語られ方や回答ごとの引用元など、さまざまな指標から",
     "u": "https://app.querylift.co.jp/"
    },
    "content": {
     "v": "yes",
     "q": "既存コンテンツをAIに引用されやすい構造へ自動で最適化できる点が特徴です",
     "u": "https://app.querylift.co.jp/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Japan",
   "hq_src": "https://www.querylift.co.jp/",
   "founded": 2025,
   "founded_src": "https://www.querylift.co.jp/",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "querylift-kk"
  },
  {
   "n": "Rank.ai",
   "u": "https://www.rank.ai/",
   "w": "Asks ChatGPT, Claude and Gemini customers' questions daily, then writes and publishes articles to get the business named.",
   "w_u": "https://www.rank.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day, Rank.ai asks ChatGPT, Claude and Gemini the questions your customers ask, like “best med spa in Austin”, and shows who they recommend.",
     "u": "https://www.rank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitors and cited pagesWho each answer names in your place, your share of the mentions, and the pages the answers cite.",
     "u": "https://www.rank.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Rank.ai gets your business named by ChatGPT, Claude and Gemini: it asks your customers’ questions every day, finds the pages the answers read, then writes and publishes the articles that win them.",
     "u": "https://www.rank.ai/for/agencies"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The Agency plan is [price] a month, or [price] a month billed yearly, for 15 client sites, and each extra site is [price] a month.",
     "u": "https://www.rank.ai/for/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rank-ai"
  },
  {
   "n": "Rankahead",
   "u": "https://www.rankahead.ai/",
   "w": "Tracks brand visibility in ChatGPT, Claude, Gemini and Perplexity, then generates GEO tasks and auto-publishes AEO articles.",
   "w_u": "https://www.rankahead.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracking Daily scoring across 4 engines",
     "u": "https://www.rankahead.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations Tracker | Source authority scoring",
     "u": "https://www.rankahead.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Every gap becomes an article — up to 30 a month, drafted for you and built to get cited: answer-first structure, FAQ schema, optimised headings.",
     "u": "https://www.rankahead.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Our team runs the dashboard for you: technical fixes, human-written content, citation building and monthly strategy calls.",
     "u": "https://www.rankahead.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "One dashboard for every client's AI visibility ... White-label-ready reporting exports",
     "u": "https://www.rankahead.ai/solutions/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "plus a full SEO pass on your site",
     "u": "https://www.rankahead.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/alexandrecontador_aivisibility-geo-seo-activity-7479835008447401984-Fnjj"
   },
   "slug": "rankahead"
  },
  {
   "n": "RankBee.ai",
   "u": "https://rankbee.ai/",
   "w": "AI visibility toolkit and consulting that tracks AI prompts and rewrites content so AI engines mention the brand.",
   "w_u": "https://rankbee.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility, mentions, and ranking across hundreds of real AI prompts.",
     "u": "https://rankbee.ai/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "Citations Analysis",
     "u": "https://rankbee.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Paste any URL or raw text. We ingest the page, rewrite it, and re-test against competitors with proprietary prompt sets.",
     "u": "https://rankbee.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Is the Agency plan right for me if I manage multiple clients?",
     "u": "https://rankbee.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "RankBee Toolkit",
   "hq": "United Kingdom",
   "hq_src": "https://www.capital.gr/epixeiriseis/3912283/rankbee-ai-i-startup-pou-boitha-ta-brands-na-sunomilisoun-me-tin-texniti-noimosuni/",
   "founded": 2024,
   "founded_src": "https://rankbee.ai/about",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-04",
    "src": "https://www.capital.gr/epixeiriseis/3912283/rankbee-ai-i-startup-pou-boitha-ta-brands-na-sunomilisoun-me-tin-texniti-noimosuni/"
   },
   "slug": "rankbee"
  },
  {
   "n": "RankBits",
   "u": "https://rankbits.com/",
   "w": "RankBits sells brands scans of how they surface across 18 AI and search engines, with an API and article generator.",
   "w_u": "https://rankbits.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track recommendation share, mentions, and citations in default ChatGPT answers.",
     "u": "https://rankbits.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited source URLs",
     "u": "https://rankbits.com/"
    },
    "content": {
     "v": "yes",
     "q": "Research-backed, AEO-optimized articles with cited sources, schema markup, and a cover image.",
     "u": "https://rankbits.com/"
    },
    "technical": {
     "v": "partial",
     "q": "articles with cited sources, schema markup",
     "u": "https://rankbits.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "ordered by AI-estimated search volume",
     "u": "https://rankbits.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankbits"
  },
  {
   "n": "Rankfor.AI",
   "u": "https://www.rankfor.ai/",
   "w": "Software plus service that maps how AI models see a brand ('AI Brand DNA') and creates persona-based content to improve AI visibility.",
   "w_u": "https://www.rankfor.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Take control of how your brand is described, recommended, and positioned by AI.",
     "u": "https://www.rankfor.ai/our-solutions"
    },
    "content": {
     "v": "yes",
     "q": "We find what's missing or unclear in how AI understands you - here are strategic AI content pieces to improve your AI Visibility.",
     "u": "https://www.rankfor.ai/our-solutions"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Custom number of Seats, Projects and Workspaces",
     "u": "https://www.rankfor.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "AI Visibility Pixel",
     "u": "https://www.rankfor.ai/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Search prompts; Topic Explorer (Discovery); Answer Trail records the searches an AI assistant runs before it recommends a brand",
     "u": "https://www.rankfor.ai/llms.txt"
    },
    "commerce": {
     "v": "partial",
     "q": "AI Ads is sponsored content for AI discovery, sold by publishers to advertisers",
     "u": "https://www.rankfor.ai/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "Inspect the sources an AI answer discloses, then check whether each page supports the associated claim.",
     "u": "https://www.rankfor.ai/how-to/inspect-cited-sources-in-ai-answers"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://mrweb.com/drno/news39160.htm",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "rankfor-ai"
  },
  {
   "n": "RankGPT",
   "u": "https://www.rankgpt.com/",
   "w": "Tracks brand rankings in AI models and auto-publishes AI-optimized blog posts and directory citations.",
   "w_u": "https://www.rankgpt.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor visibility across ChatGPT, Claude, Gemini & more",
     "u": "https://www.rankgpt.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI-generated content optimized for AI search rankings",
     "u": "https://www.rankgpt.com/"
    },
    "pr": {
     "v": "partial",
     "q": "The Services include functionality to automatically create and publish Citations across various online platforms, directories, and websites.",
     "u": "https://www.rankgpt.com/terms"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client AI SEO dashboard",
     "u": "https://www.rankgpt.com/industries/agencies"
    },
    "sources": {
     "v": "partial",
     "q": "Automated Citations: Build citations so AI models reference your business",
     "u": "https://www.rankgpt.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://www.rankgpt.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rankgpt"
  },
  {
   "n": "Rankio",
   "u": "https://rankio.studio/",
   "w": "Rankio sells B2B SaaS, agencies and ecommerce teams AI engine tracking, source analysis and a content workflow, hosted in the EU.",
   "w_u": "https://rankio.studio/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankio asks ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews the questions your buyers ask",
     "u": "https://rankio.studio/"
    },
    "sources": {
     "v": "yes",
     "q": "the pages, reviews and Reddit threads each engine relied on when it picked a competitor over you.",
     "u": "https://rankio.studio/"
    },
    "content": {
     "v": "yes",
     "q": "turns every gap into content your team can publish.",
     "u": "https://rankio.studio/"
    },
    "technical": {
     "v": "partial",
     "q": "Add FAQ schema to /pricing",
     "u": "https://rankio.studio/"
    },
    "pr": {
     "v": "partial",
     "q": "Reply to Reddit thread with a guide",
     "u": "https://rankio.studio/"
    },
    "commerce": {
     "v": "partial",
     "q": "Stand out in AI product searches",
     "u": "https://rankio.studio/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and large teams, with SLA and custom integrations.",
     "u": "https://rankio.studio/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankio"
  },
  {
   "n": "RankScope",
   "u": "https://rankscope.ai/",
   "w": "Tracks brand citations across four AI engines, finds citation gaps, generates content briefs and tracks results.",
   "w_u": "https://rankscope.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "RankScope tracks your citations across 4 AI engines.",
     "u": "https://rankscope.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Automatically find gaps in AI citations, create the content to fill them, and prove it works.",
     "u": "https://rankscope.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Auto-generates a content brief tailored to fill the gap",
     "u": "https://rankscope.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Full API Access · White-Label Client Dashboards",
     "u": "https://rankscope.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://rankscope.ai/company",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/mindtide-ai_producthunt-launch-seo-activity-7438143367454044160-NXap"
   },
   "slug": "rankscope"
  },
  {
   "n": "Reachd",
   "u": "https://reachd.ai/",
   "w": "Tests AI visibility across five engines, traces the sources behind competitor recommendations, and writes content to close gaps.",
   "w_u": "https://reachd.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Reachd tracks ChatGPT, Google AI (including AI Overviews and Gemini), Perplexity, Claude, and Grok.",
     "u": "https://reachd.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "For every query where a competitor wins, Reachd identifies the specific sources AI relied on, whether a Yelp listing, a directory entry or an article",
     "u": "https://reachd.ai/"
    },
    "content": {
     "v": "yes",
     "q": "writes the content to close them",
     "u": "https://reachd.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Site changes and external placements Your team",
     "u": "https://reachd.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports, per-client workspaces, live data from ChatGPT, Google AI, Perplexity, Claude, and Grok.",
     "u": "https://reachd.ai/agencies/"
    },
    "technical": {
     "v": "partial",
     "q": "Site check for AI readiness",
     "u": "https://reachd.ai/pricing/"
    },
    "prompts": {
     "v": "partial",
     "q": "Reachd analyzes millions of real customer queries and shows you exactly what to change",
     "u": "https://reachd.ai"
    },
    "commerce": {
     "v": "partial",
     "q": "The engine also reads the retail shelves for that category and reports the retailers citing rivals",
     "u": "https://reachd.ai"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "reachd"
  },
  {
   "n": "Renown",
   "u": "https://tryrenown.com/",
   "w": "AI visibility platform that tracks brand mentions in AI models and recommends fixes, with a done for you Autopilot, for marketing teams and agencies.",
   "w_u": "https://tryrenown.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks how often AI models like ChatGPT, Claude, and others mention and recommend your brand",
     "u": "https://tryrenown.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation tracking — know which sources AI uses",
     "u": "https://tryrenown.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Write content AI actually cites",
     "u": "https://tryrenown.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-brand dashboards, white-label reporting, and a named account contact.",
     "u": "https://tryrenown.com/pricing/"
    }
   },
   "hq": "Finland",
   "hq_src": "https://tryrenown.com/about/",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/renown-oy_all-ai-mentions-are-obviously-not-equal-activity-7453910715377168384-k6hU",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://tryrenown.com/blog/building-renown-in-the-age-of-ai/"
   },
   "slug": "renown"
  },
  {
   "n": "Searcherries",
   "u": "https://searcherries.com/",
   "w": "AI SEO platform with an AI visibility tracker and MCP connectors, sold to small businesses, SaaS companies and marketing agencies.",
   "w_u": "https://searcherries.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We built a powerful AI visibility tracker that covers the most popular AI platforms",
     "u": "https://searcherries.com/"
    },
    "sources": {
     "v": "yes",
     "q": "see which sources each AI platform cites in its answers",
     "u": "https://searcherries.com/"
    },
    "content": {
     "v": "yes",
     "q": "Find content gaps and the pages AI platforms cite instead of yours, then plan content that wins those answers back.",
     "u": "https://searcherries.com/"
    },
    "technical": {
     "v": "partial",
     "q": "ship content and technical SEO improvements",
     "u": "https://searcherries.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Track AI visibility for every client in one account and let your agent prepare reports and action plans.",
     "u": "https://searcherries.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searcherries"
  },
  {
   "n": "Searchify",
   "u": "https://searchify.ai/",
   "w": "AI visibility tool for SMBs that scores brand visibility in AI answers and suggests or performs fixes.",
   "w_u": "https://searchify.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how well you stack up against competitors when it comes to brand visibility in all major AI platforms.",
     "u": "https://searchify.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations and Referral Tracking",
     "u": "https://searchify.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Act on the specific, targeted, and impactful recommendations we surface directly to you. Or, let us take action for you",
     "u": "https://searchify.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Not listed on websites that AI is using for recommendations",
     "u": "https://searchify.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Searchify is perfect for agencies helping their clients win AI search. Schedule a call with our team",
     "u": "https://searchify.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Technical issues detected on your website",
     "u": "https://searchify.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Monitor up to 30 Questions",
     "u": "https://searchify.ai/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://searchify.ai/company",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/searchify-ai",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11-06",
    "src": "https://news.ycombinator.com/item?id=45831554"
   },
   "slug": "searchify"
  },
  {
   "n": "SearchSeal",
   "u": "https://searchseal.com/",
   "w": "Checks daily where AI tools recommend a brand, records cited source links, ranks page fixes with drafts and measures whether they worked.",
   "w_u": "https://searchseal.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day, SearchSeal puts each question to every AI tool in your plan.",
     "u": "https://searchseal.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "What AI tools answer, the source links they return, and your clicks from Google and Bing",
     "u": "https://searchseal.com/"
    },
    "content": {
     "v": "yes",
     "q": "Fixes ranked by impact, with drafts",
     "u": "https://searchseal.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Unlimited brands",
     "u": "https://searchseal.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Robots.txt AI crawler checker | AI crawler user agent checker",
     "u": "https://searchseal.com/blog"
    },
    "prompts": {
     "v": "partial",
     "q": "We find the questions your buyers ask AI.",
     "u": "https://searchseal.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://searchseal.com/blog/searchseal-is-live"
   },
   "slug": "searchseal"
  },
  {
   "n": "Seen-By.AI",
   "u": "https://seen-by.ai/",
   "w": "UK AI visibility checker that tests a website across ChatGPT, Claude, Gemini and Perplexity and gives GEO recommendations.",
   "w_u": "https://seen-by.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We check whether each AI mentions your organisation, where you rank, and which competitors appear instead.",
     "u": "https://seen-by.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Need sentiment analysis, share of voice and citation tracking? See Pro at [price] →",
     "u": "https://seen-by.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Common improvements include adding FAQ sections, optimising headings for AI comprehension, improving meta descriptions",
     "u": "https://seen-by.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "If you would like to explore how PR can improve your AI visibility, EMPRA can help.",
     "u": "https://seen-by.ai/pr-and-geo"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://seen-by.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "seen-by-ai"
  },
  {
   "n": "Seerly",
   "u": "https://seerly.app/",
   "w": "AI search visibility platform tracking brands across Google and AI engines, with agents that draft content to close gaps.",
   "w_u": "https://seerly.app/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Google, ChatGPT, Perplexity, Google AI, and Gemini in one workflow.",
     "u": "https://seerly.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze who is citing your brand, browse citation-level details, and identify the content structures, sources, and domains that show up most often in AI-generated answers.",
     "u": "https://seerly.app/"
    },
    "content": {
     "v": "yes",
     "q": "Every draft Seerly produces is built to rank on Google and to be cited in AI answers, so one piece of work pays off twice.",
     "u": "https://seerly.app/"
    },
    "pr": {
     "v": "partial",
     "q": "Engage on Reddit",
     "u": "https://seerly.app/"
    },
    "agency": {
     "v": "yes",
     "q": "The Seerly Agency Partner Program is for marketing, SEO and PR agencies that run AI search visibility for five or more client brands.",
     "u": "https://seerly.app/agency-partner"
    },
    "technical": {
     "v": "partial",
     "q": "Website audit: All pages",
     "u": "https://seerly.app/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://businessreporter.in/seerly-launches-ai-search-visibility-platform-to-help-brands-navigate-the-rise-of-ai-driven-discovery/",
   "founded": 2025,
   "founded_src": "https://businessreporter.in/seerly-launches-ai-search-visibility-platform-to-help-brands-navigate-the-rise-of-ai-driven-discovery/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "seerly"
  },
  {
   "n": "Sellm",
   "u": "https://sellm.io/",
   "w": "AI search tracker for share of voice, citations and rankings across AI engines, with per-prompt optimization audits.",
   "w_u": "https://sellm.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor where your brand ranks in AI-generated recommendations.",
     "u": "https://sellm.io/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which URLs are being cited across every AI engine.",
     "u": "https://sellm.io/"
    },
    "content": {
     "v": "yes",
     "q": "Sellm audits your content against the signals AI models use - content-answer fit, structure, readability, and source authority - then generates a per-prompt action plan.",
     "u": "https://sellm.io/"
    },
    "pr": {
     "v": "partial",
     "q": "It also reveals which channels and sources are being cited for each prompt, giving you a clear path to place your brand where AI models already pull information",
     "u": "https://sellm.io/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting",
     "u": "https://sellm.io/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.prnewswire.com/news-releases/sellm-launches-generative-engine-optimization-platform-for-chatgpt-rank-tracking-and-ai-search-optimization-302555125.html"
   },
   "slug": "sellm"
  },
  {
   "n": "Semantica AI",
   "u": "https://ai-semantica.com/",
   "w": "Measures brand mentions and citations in AI answers incl. Yandex AI, and sells GEO agency work to get brands in.",
   "w_u": "https://ai-semantica.com/llms.txt",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Semantica AI measures how often a brand is mentioned and cited in AI answers",
     "u": "https://ai-semantica.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "How to get into Google AI Mode answers: track brand mentions, cited sources and competitors in Google AI Mode.",
     "u": "https://ai-semantica.com/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Semantica AI is a GEO/SEO agency: we get your brand into ChatGPT, Perplexity, Gemini, Google AI Overview and Yandex AEO answers.",
     "u": "https://ai-semantica.com/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "500 scans per month across any AI models, Yandex Wordstat and the MCP server",
     "u": "https://ai-semantica.com/free"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://ai-semantica.com/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "semantica-ai"
  },
  {
   "n": "Senso",
   "u": "https://www.senso.ai/",
   "w": "Verified-context platform that tracks AI answers and citations for a brand and remediates content; Zeta Global agreed to acquire it.",
   "w_u": "https://www.senso.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Senso runs tracked prompts across selected AI models and captures the generated answers.",
     "u": "https://www.senso.ai/faqs"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which source AI cited, and whether it was yours.",
     "u": "https://www.senso.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Remediate Content is the action that initiates content generation for a specific tracked prompt.",
     "u": "https://www.senso.ai/faqs"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Ingest your knowledge into our verified-context layer.",
     "u": "https://www.senso.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "One compiled source of truth that powers AI search, ads, commerce, and lending",
     "u": "https://www.senso.ai/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.senso.ai/terms-of-service",
   "founded": 2017,
   "founded_src": "https://betakit.com/senso-to-be-acquired-by-new-york-based-marketing-platform-zeta-global/",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "senso"
  },
  {
   "n": "Sextant AEO",
   "u": "https://sextantaeo.com",
   "w": "Software that audits and monitors how five AI engines describe a brand, checks cited pages and drafts fixes, sold to agencies and brands.",
   "w_u": "https://sextantaeo.com",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Brand Recognition, Market Position, Presence Quality, Brand Sentiment and Share of Voice",
     "u": "https://sextantaeo.com"
    },
    "sources": {
     "v": "yes",
     "q": "962 citations across 236 domains, which pages the engines trust",
     "u": "https://sextantaeo.com"
    },
    "content": {
     "v": "yes",
     "q": "Deployment-ready schema, FAQ copy, profile drafts, and page-title rewrites",
     "u": "https://sextantaeo.com"
    },
    "technical": {
     "v": "partial",
     "q": "Deployment-ready schema, FAQ copy, profile drafts",
     "u": "https://sextantaeo.com"
    },
    "pr": {
     "v": "partial",
     "q": "the off-site signals (citations, third-party presence) that drive AI answers",
     "u": "https://sextantaeo.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies run it white-label under their own name",
     "u": "https://sextantaeo.com"
    }
   },
   "hq": "United States",
   "hq_src": "https://sextantaeo.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sextant-aeo"
  },
  {
   "n": "Shensuo",
   "u": "https://shensuo.ai/",
   "w": "Tracker of what ChatGPT, Gemini, Claude and Perplexity say about a brand, flagging false claims and their sources, for brands and agencies.",
   "w_u": "https://shensuo.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether AI answers mention your brand across buyer-intent prompts.",
     "u": "https://shensuo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the pages, articles, directories, and third-party sources shaping AI answers about your brand.",
     "u": "https://shensuo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get prioritized page and messaging improvements based on what AI is actually saying about your brand.",
     "u": "https://shensuo.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "tells you exactly what to change, what content to create, and which sources to build to improve your score.",
     "u": "https://shensuo.ai/about.html"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Shensuo suggests the buyer questions and prompts most relevant to your business.",
     "u": "https://shensuo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple client brands, white-label reporting, and multi-seat team access.",
     "u": "https://shensuo.ai/"
    }
   },
   "read": "2026-11-02",
   "slug": "shensuo"
  },
  {
   "n": "Signum.AI",
   "u": "https://signum.ai/",
   "w": "AI visibility and GEO platform tracking brands in ChatGPT, Perplexity and Gemini, the sources behind that visibility, and what to improve.",
   "w_u": "https://signum.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand and competitors appear in ChatGPT, Perplexity and Gemini — and measure what drives it",
     "u": "https://signum.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See where brands appear, which sources are cited, and what signals influence visibility in AI answers",
     "u": "https://signum.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get clear recommendations on what to publish, where to get cited, and how to promote your brand in AI answers",
     "u": "https://signum.ai"
    },
    "pr": {
     "v": "partial",
     "q": "Get clear recommendations on what to publish, where to get cited, and how to promote your brand in AI answers",
     "u": "https://signum.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 2,
   "read": "2026-10-30",
   "slug": "signum-ai"
  },
  {
   "n": "sotiq",
   "u": "https://sotiq.ai/",
   "w": "White label platform that measures and improves client visibility in ChatGPT, Gemini and Perplexity, for SEO and digital agencies in DACH.",
   "w_u": "https://sotiq.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wie oft ChatGPT, Gemini und Perplexity Ihren Kunden nennen",
     "u": "https://sotiq.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Top Citation Domains",
     "u": "https://sotiq.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Aus jeder Lücke ein zitierfähiger Artikel",
     "u": "https://sotiq.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "KI-Crawler in robots.txt freigeben",
     "u": "https://sotiq.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Mandantenstimmen auf ProvenExpert ausbauen",
     "u": "https://sotiq.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "ob der Produktfeed eine Shopping-Karte mit Preis, Bestand und Shop-Link zeigt.",
     "u": "https://sotiq.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Dashboard, Auswertung und PDF unter Ihrer Marke",
     "u": "https://sotiq.ai/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://sotiq.ai/impressum",
   "read": "2026-11-02",
   "slug": "sotiq"
  },
  {
   "n": "Spotaq",
   "u": "https://www.spotaq.com/",
   "w": "Independent AI visibility checker for SaaS: tests buyer prompts on ChatGPT, Perplexity and Google-grounded AI; reports mentions and cited domains.",
   "w_u": "https://www.spotaq.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "What it reportsBrand mentions, competitors named instead, cited domains, and a directional visibility score.",
     "u": "https://www.spotaq.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find out whether AI cites your official website, review sites, directories, or third-party articles as source material.",
     "u": "https://www.spotaq.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Fix pack: copy-ready positioning rewrites and JSON-LD schema suggestions",
     "u": "https://www.spotaq.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies: package AI visibility audits into a repeatable service with scorecards and recommendations",
     "u": "https://www.spotaq.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "spotaq"
  },
  {
   "n": "Spotlight AI",
   "u": "https://tryspotlight.ai/",
   "w": "Software for small businesses that tracks AI mentions and publishes daily content to a knowledge base on a brand's subdomain.",
   "w_u": "https://tryspotlight.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often your brand is mentioned in AI answers.",
     "u": "https://tryspotlight.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Analyze what queries cite your",
     "u": "https://tryspotlight.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Spotlight AI builds a fully optimized knowledge base on a subdomain for your brand.",
     "u": "https://tryspotlight.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Get found & indexed by AI crawlers",
     "u": "https://tryspotlight.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "spotlight-ai"
  },
  {
   "n": "Stellarcast",
   "u": "https://stellarcast.ai/",
   "w": "AEO platform whose agents monitor AI engines, diagnose citation gaps, draft fixes to WordPress and log verified lift.",
   "w_u": "https://stellarcast.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Watches every engine, around the clock, for how and where you're cited against rivals.",
     "u": "https://stellarcast.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Traces each gap to its cause - the missing facts, sources and entities - and the fix that closes it.",
     "u": "https://stellarcast.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Drafts the change and, once you approve, sends it to WordPress as a draft.",
     "u": "https://stellarcast.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-labeled reporting clients can act on",
     "u": "https://stellarcast.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://stellarcast.ai/about/",
   "founded": 2026,
   "founded_src": "https://in.linkedin.com/company/stellarcast-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "stellarcast"
  },
  {
   "n": "Strajist AI",
   "u": "https://strajist.ai/",
   "w": "AI visibility platform that records whether AI assistants name and describe a brand, shows sources, and writes fixes.",
   "w_u": "https://strajist.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It asks AI assistants the questions your buyers ask, records whether your brand was named and how it was described",
     "u": "https://strajist.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The cited domains behind each answer are stored with it, so a drop in citations points at a page instead of a mystery.",
     "u": "https://strajist.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Push schema, copy or content updates directly to your channels.",
     "u": "https://strajist.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "built for agencies and multi-brand companies",
     "u": "https://strajist.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "strajist-ai"
  },
  {
   "n": "Suede Web Systems",
   "u": "https://www.suedewebsystems.ai/",
   "w": "AI visibility platform that monitors AI answers about organizations and optimizes content, for communications, public affairs and regulated industry teams.",
   "w_u": "https://www.suedewebsystems.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "stance, sentiment, sources, and share of voice",
     "u": "https://www.suedewebsystems.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Drill into every AI response and cited source captured",
     "u": "https://www.suedewebsystems.ai/platform"
    },
    "content": {
     "v": "yes",
     "q": "Agents draft the content your monitoring calls for",
     "u": "https://www.suedewebsystems.ai/platform"
    },
    "technical": {
     "v": "partial",
     "q": "the content, structure, and entity signals that get AI to cite you",
     "u": "https://www.suedewebsystems.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Suede runs millions of persona-specific prompts through every major AI assistant",
     "u": "https://www.suedewebsystems.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.suedewebsystems.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "suede-web-systems"
  },
  {
   "n": "Surfaced",
   "u": "https://www.getsurfaced.ai/",
   "w": "Multilingual AI search visibility platform tracking brand presence and competitor citations across AI engines, then shipping content fixes per market.",
   "w_u": "https://www.getsurfaced.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts. Score visibility. Ship fixes. Prove lift.",
     "u": "https://www.getsurfaced.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We show the cited proof, the missing proof, and the content fix.",
     "u": "https://www.getsurfaced.ai/"
    },
    "content": {
     "v": "yes",
     "q": "One generated article or completed page optimization uses one content item.",
     "u": "https://www.getsurfaced.ai/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients at scale.",
     "u": "https://www.getsurfaced.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.getsurfaced.ai/",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/surfaced_ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "surfaced"
  },
  {
   "n": "Traaker",
   "u": "https://traaker.ai/",
   "w": "GEO platform that queries AI engines with industry prompts, shows who is cited and which sources shape answers, and generates channel content.",
   "w_u": "https://traaker.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "continuously queries AI engines with the prompts that matter in your industry. You see who is cited and recommended, and where.",
     "u": "https://traaker.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources shaping the answers",
     "u": "https://traaker.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Traaker generates content tailored to each channel, where the AI engines will read it.",
     "u": "https://traaker.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Most cited creators · Tech · 30 days",
     "u": "https://traaker.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label & client reports",
     "u": "https://traaker.ai/en/agency-pricing.html"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Make your catalog visible in AI answers.",
     "u": "https://traaker.ai"
    }
   },
   "hq": "France",
   "hq_src": "https://traaker.ai/en/legal.html",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://fr.linkedin.com/posts/traacker-ai_geo-aisearch-marketing-activity-7462523784881926145-rqjM"
   },
   "slug": "traaker-traaker"
  },
  {
   "n": "vCitation",
   "u": "https://www.vcitation.com/",
   "w": "A platform that tracks how AI engines mention a brand and suggests content to close citation gaps, sold to marketing teams.",
   "w_u": "https://www.vcitation.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "vCitation tracks how ChatGPT, Perplexity, Claude and Gemini mention your brand",
     "u": "https://www.vcitation.com/"
    },
    "sources": {
     "v": "yes",
     "q": "see the citation context - which pages, which claims, which prompts they win",
     "u": "https://www.vcitation.com/product"
    },
    "content": {
     "v": "yes",
     "q": "Turn missed citations into a publishing plan",
     "u": "https://www.vcitation.com/product"
    },
    "technical": {
     "v": "partial",
     "q": "Entity + schema recommendations",
     "u": "https://www.vcitation.com/product"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Can agencies manage multiple clients?",
     "u": "https://www.vcitation.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.vcitation.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "vcitation"
  },
  {
   "n": "VeritasLinks",
   "u": "https://veritaslinks.com/",
   "w": "GEO and AI perception platform: asks six AI models 1,042 questions, shows who they name instead, and offers AI focus groups.",
   "w_u": "https://veritaslinks.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "1,042 questions to six AI models. You see who they name instead of you, why, what it costs you, and what to fix.",
     "u": "https://veritaslinks.com/"
    },
    "content": {
     "v": "yes",
     "q": "Create | Blog Generation | FAQ Generator",
     "u": "https://veritaslinks.com"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency-ready reporting with white-label",
     "u": "https://veritaslinks.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "1,042 questions to six AI models",
     "u": "https://veritaslinks.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/veritaslinks",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/veritaslinks",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.producthunt.com/products/veritaslinks/launches"
   },
   "slug": "veritaslinks"
  },
  {
   "n": "Visibian",
   "u": "https://visibian.com/",
   "w": "A platform that asks AI assistants buyers' questions daily and shows who they recommend and what to fix, sold to brands and agencies.",
   "w_u": "https://visibian.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibian asks ChatGPT, Gemini, Google AI Mode and other assistants your buyers' questions every day",
     "u": "https://visibian.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See the sources AI cites",
     "u": "https://visibian.com/"
    },
    "content": {
     "v": "yes",
     "q": "Fix the page that lost the answer, not every page you have",
     "u": "https://visibian.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Free AI readiness check",
     "u": "https://visibian.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Know which sites to get onto first.",
     "u": "https://visibian.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "One portfolio per client, view-only client logins",
     "u": "https://visibian.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "visibian"
  },
  {
   "n": "Visiby",
   "u": "https://visiby.net/",
   "w": "Shows how a brand appears across AI search, which sources shape answers, and what to publish to get recommended.",
   "w_u": "https://visiby.net/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visiby shows how AI engines describe your brand, which sources shape those answers, and what to publish to get recommended.",
     "u": "https://visiby.net/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites AI engines cite when they answer.",
     "u": "https://visiby.net/"
    },
    "content": {
     "v": "yes",
     "q": "Get content briefs built to win citations on the sources AI trusts.",
     "u": "https://visiby.net/"
    },
    "pr": {
     "v": "partial",
     "q": "Pitch: what UK small businesses spend on payroll Digital PR pitch · 8 target publications",
     "u": "https://visiby.net/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and multi-brand teams.",
     "u": "https://visiby.net/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/arun-pandit_aeo-geo-seo-activity-7466040939912892416-XlVd"
   },
   "slug": "visiby"
  },
  {
   "n": "Vizi",
   "u": "https://www.vizii.io/",
   "w": "A GEO platform that scores brand visibility across AI engines and generates articles and recommendations, sold to businesses and agencies.",
   "w_u": "https://www.vizii.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "VIZI tests curated prompts across leading AI engines to track when and how your brand appears.",
     "u": "https://www.vizii.io/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Article generation & publishing",
     "u": "https://www.vizii.io/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "adding schema markup",
     "u": "https://www.vizii.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Built for agencies that want their clients to win the AI spotlight.",
     "u": "https://www.vizii.io/pricing"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.linkedin.com/posts/vizi%2Eio_introducing-sources-the-missing-layer-activity-7393575151579242496-2ypK",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/vizi%2Eio_introducing-sources-the-missing-layer-activity-7393575151579242496-2ypK",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/vizi%2Eio_were-live-vizi-is-now-open-to-everyone-activity-7406302523093078016-vDIq"
   },
   "slug": "vizi"
  },
  {
   "n": "Vzibl",
   "u": "https://vzibl.ai/",
   "w": "An AI visibility and page optimization product tuned by industry, sold to law firms and architecture, engineering and construction firms.",
   "w_u": "https://vzibl.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily citation runs across ChatGPT, Claude, Google AI Overviews, and Gemini",
     "u": "https://vzibl.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "find which third-party sources (Chambers, Vault, Law360) AI is citing instead of you",
     "u": "https://vzibl.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Score every page on the signals AI uses to cite a source.",
     "u": "https://vzibl.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Technical Health",
     "u": "https://vzibl.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Each industry ships with a curated citation-prompt library",
     "u": "https://vzibl.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://vzibl.ai/refund-policy/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/joshua-hanosh_two-announcements-after-8-months-of-building-activity-7465319399181189120-7Rzc"
   },
   "slug": "vzibl"
  },
  {
   "n": "Waikay",
   "u": "https://waikay.io/",
   "w": "'What AI Knows About You': prompt and brand visibility tracking, fact and hallucination checks, source tracking and GEO action plans.",
   "w_u": "https://waikay.io/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompt brand visibilty over time",
     "u": "https://waikay.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Tracker ... Source Intent Analytics",
     "u": "https://waikay.io/"
    },
    "content": {
     "v": "yes",
     "q": "Create Actionable AIO Plans ... GEO Action Plans",
     "u": "https://waikay.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and multi-brand monitoring.",
     "u": "https://waikay.io/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Add topics and prompts important to your brand or let Waikay suggest the best.",
     "u": "https://waikay.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://waikay.io/terms-of-use/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://inlinks.com/launches/inlinks-launches-new-ai-scanner/"
   },
   "slug": "waikay"
  },
  {
   "n": "WorkfxAI",
   "u": "https://www.workfx.ai/",
   "w": "Sells brands and growth teams AI agents that audit GEO visibility, create and publish content and track AI citations.",
   "w_u": "https://www.workfx.ai/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor real-time citations and source attributions across AI engines.",
     "u": "https://www.workfx.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "citations and source attributions",
     "u": "https://www.workfx.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate high-quality content optimized for SEO, AEO, and GEO.",
     "u": "https://www.workfx.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Scan your website’s GEO performance across key visibility signals.",
     "u": "https://www.workfx.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Automatically publish content across LinkedIn, Reddit, Shopify, and other channels",
     "u": "https://www.workfx.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://www.workfx.ai/legal/terms-of-service",
   "read": "2026-11-02",
   "slug": "workfxai"
  },
  {
   "n": "Yolando",
   "u": "https://yolando.com/",
   "w": "AI visibility and competitor-intelligence platform that generates on-brand content, with managed full-service plans.",
   "w_u": "https://yolando.com/",
   "cat": "ai-native",
   "sub": "content",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track up to 100 prompts",
     "u": "https://yolando.com/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "In-depth Business Review: We conduct analysis on citations, webpages, and content to surface insights and actions",
     "u": "https://yolando.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Marketing Studio Create brilliant, on-brand content automatically",
     "u": "https://yolando.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Yolando helps agency owners and creative teams scale AI visibility with on-brand consistency and exceptional results.",
     "u": "https://yolando.com/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track up to 100 prompts",
     "u": "https://yolando.com/pricing"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://yolando.com/terms",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "yolando"
  },
  {
   "n": "AEO Copilot",
   "u": "https://aeo-copilot.com/",
   "w": "An AI visibility tracker for freelancers, agencies and startups that runs prompts across AI engines and delivers reports, an API and MCP access.",
   "w_u": "https://aeo-copilot.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Claude, Perplexity, Gemini and Google AI Overview.",
     "u": "https://aeo-copilot.com/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources the engine cited",
     "u": "https://aeo-copilot.com/"
    },
    "content": {
     "v": "partial",
     "q": "which sources the engines cite instead, and what to publish to get named",
     "u": "https://aeo-copilot.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Includes a technical AI-readiness audit across 6 factors (schema markup, sitemap, indexability, page speed, structured data, llms.txt)",
     "u": "https://aeo-copilot.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Write the questions your customers actually ask, or let onboarding draft the first nine for you.",
     "u": "https://aeo-copilot.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Your name and logo on every report you send.",
     "u": "https://aeo-copilot.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-copilot"
  },
  {
   "n": "AEOCheck",
   "u": "https://aeocheck.app/",
   "w": "A per report service that runs buyer searches across ChatGPT, Perplexity, Gemini and Google and reports standing and fixes for local businesses.",
   "w_u": "https://aeocheck.app/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "we record whether your business is named in the answer and whether your website is cited as a source",
     "u": "https://aeocheck.app/"
    },
    "sources": {
     "v": "partial",
     "q": "whether your website is cited as a source, and who gets recommended instead",
     "u": "https://aeocheck.app/"
    },
    "content": {
     "v": "partial",
     "q": "five specific, do-able fixes ordered by impact",
     "u": "https://aeocheck.app/"
    },
    "technical": {
     "v": "yes",
     "q": "is your site blocking the AI crawlers?",
     "u": "https://aeocheck.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeocheck"
  },
  {
   "n": "AEOProof",
   "u": "https://aeoproof.com/",
   "w": "Software that scans sites for AI readiness and, on paid plans, queries AI models and stores their answers as proof, for founders, SEOs and agencies.",
   "w_u": "https://aeoproof.com/about",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Pro runs scans that query AI models and store when you're cited",
     "u": "https://aeoproof.com/"
    },
    "sources": {
     "v": "partial",
     "q": "See the exact AI responses that cite (or don't cite) you",
     "u": "https://aeoproof.com/"
    },
    "content": {
     "v": "partial",
     "q": "Create a 'Nike vs Adidas' comparison or hub page on nike.com",
     "u": "https://aeoproof.com/"
    },
    "technical": {
     "v": "yes",
     "q": "recommend concrete fixes (schema, llms.txt, FAQs)",
     "u": "https://aeoproof.com/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency plans for teams and white-label reporting",
     "u": "https://aeoproof.com/about"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://aeoproof.com/changelog"
   },
   "slug": "aeoproof"
  },
  {
   "n": "AI Visibility",
   "u": "https://aivisibility.pro/",
   "w": "A free checker that reports whether ChatGPT, Gemini, Claude and Perplexity name a brand and which sites they cite.",
   "w_u": "https://aivisibility.pro/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "One run covers ChatGPT, Gemini, Claude and Perplexity",
     "u": "https://aivisibility.pro/"
    },
    "sources": {
     "v": "yes",
     "q": "See which domains the AI pulls from when it answers, so you know where to get mentioned.",
     "u": "https://aivisibility.pro/"
    },
    "content": {
     "v": "partial",
     "q": "a free Chrome extension that shows what to fix on each page",
     "u": "https://aivisibility.pro/"
    },
    "technical": {
     "v": "yes",
     "q": "whether AI crawlers can access your site",
     "u": "https://aivisibility.pro/"
    },
    "pr": {
     "v": "partial",
     "q": "Get mentioned on the sources AI trusts",
     "u": "https://aivisibility.pro/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We build the prompts your customers actually type",
     "u": "https://aivisibility.pro/"
    },
    "agency": {
     "v": "partial",
     "q": "Send the result to your team or your client in one link.",
     "u": "https://aivisibility.pro/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://news.ycombinator.com/item?id=49150752"
   },
   "slug": "ai-visibility"
  },
  {
   "n": "Aibevolen",
   "u": "https://aibevolen.nl/",
   "w": "A weekly check of whether Perplexity and ChatGPT name a Dutch local business, with a public database and company page, sold to local businesses.",
   "w_u": "https://aibevolen.nl/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wij stellen de vraag elke week drie keer achter elkaar, zonder account of zoekgeschiedenis.",
     "u": "https://aibevolen.nl/"
    },
    "sources": {
     "v": "yes",
     "q": "Met Aibevolen Volgen ziet u welke gidssites AI in uw eigen markt aanhaalt.",
     "u": "https://aibevolen.nl/"
    },
    "content": {
     "v": "partial",
     "q": "Wij zetten de gegevens er ook in een machineleesbare vorm (schema.org) bij.",
     "u": "https://aibevolen.nl/"
    },
    "technical": {
     "v": "yes",
     "q": "de pagina ophalen, zoals ChatGPT en Perplexity, hoe vaak",
     "u": "https://aibevolen.nl/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://aibevolen.nl/over",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aibevolen"
  },
  {
   "n": "AIMonitor.pro",
   "u": "https://aimonitor.pro/",
   "w": "Monitors brand mentions, share of voice and sentiment in ChatGPT, Alice AI, Gemini, Perplexity and DeepSeek, for brands, agencies and PR teams.",
   "w_u": "https://aimonitor.pro/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Сервис мониторинга упоминаний бренда в ChatGPT, Алисе AI, Gemini, Perplexity и DeepSeek",
     "u": "https://aimonitor.pro/"
    },
    "sources": {
     "v": "yes",
     "q": "какие источники формируют эти ответы",
     "u": "https://aimonitor.pro/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "GEO-аудит сайта: 17 проверок доступности для ИИ-ботов, разметки, свежести и llms.txt.",
     "u": "https://aimonitor.pro/audit/"
    },
    "pr": {
     "v": "partial",
     "q": "который выявляет сайты и медиа",
     "u": "https://aimonitor.pro/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Цифры для отчёта клиенту: динамика видимости и доли голоса до и после кампании.",
     "u": "https://aimonitor.pro/"
    }
   },
   "hq": "Russia",
   "hq_src": "https://aimonitor.pro/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aimonitor-pro"
  },
  {
   "n": "AIVisib",
   "u": "https://aivisib.com/",
   "w": "Weekly multilingual (English, French, Arabic) AI visibility measurement on ChatGPT, Gemini, Perplexity and Claude, with white-label agency reports.",
   "w_u": "https://aivisib.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each answer is read at temperature 0 and turned into structured data: named or not, rank, competitors, sources, sentiment.",
     "u": "https://aivisib.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Each answer is read at temperature 0 and turned into structured data: named or not, rank, competitors, sources, sentiment.",
     "u": "https://aivisib.com/"
    },
    "content": {
     "v": "partial",
     "q": "check for free whether AI engines can read your website",
     "u": "https://aivisib.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The Agency plan is [price] a month for eight brands, which is [price] per client, everything included.",
     "u": "https://aivisib.com/"
    },
    "technical": {
     "v": "yes",
     "q": "New: check for free whether AI engines can read your website",
     "u": "https://aivisib.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Real customer questions ... Generated from your sector, city and languages ... You edit the list before anything is measured.",
     "u": "https://aivisib.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://aivisib.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09",
    "src": "https://fr.linkedin.com/posts/abdelali-ouaarab-78929830b_ia-intelligenceartificielle-marketing-activity-7510618075839426561-HlTK"
   },
   "slug": "aivisib"
  },
  {
   "n": "aSERP",
   "u": "https://aserp.com/",
   "w": "Answer engine visibility platform tracking how six AI engines describe, cite and recommend a brand, with recommendations and experiments, for brands and agencies.",
   "w_u": "https://aserp.com",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "aSERP measures how ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek describe, cite and recommend you",
     "u": "https://aserp.com"
    },
    "sources": {
     "v": "yes",
     "q": "Know which sources AI trusts to describe your market",
     "u": "https://aserp.com"
    },
    "content": {
     "v": "partial",
     "q": "the page to publish, the fact to correct, the source to earn",
     "u": "https://aserp.com"
    },
    "technical": {
     "v": "yes",
     "q": "We fetch four public files and tell you what an answer engine sees when it arrives",
     "u": "https://aserp.com"
    },
    "pr": {
     "v": "partial",
     "q": "the page to publish, the fact to correct, the source to earn",
     "u": "https://aserp.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Turn any window into a client-ready report.",
     "u": "https://aserp.com"
    }
   },
   "hq": "Saudi Arabia",
   "hq_src": "https://aserp.com",
   "read": "2026-11-02",
   "slug": "aserp"
  },
  {
   "n": "AuditGeo",
   "u": "https://auditgeo.co/",
   "w": "Tool suite with an AI rank tracker, technical site audit, llms.txt generator and schema generator, for brands wanting AI search citations.",
   "w_u": "https://auditgeo.co/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Find out if ChatGPT, Perplexity, and Gemini are recommending your product or your competitor's.",
     "u": "https://auditgeo.co/"
    },
    "sources": {
     "v": "partial",
     "q": "Tracks position and citation.",
     "u": "https://auditgeo.co/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Is your robots.txt blocking AI crawlers?",
     "u": "https://auditgeo.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "auditgeo"
  },
  {
   "n": "Barrow AI",
   "u": "https://barrow-ai.com/",
   "w": "Software that generates schema markup through an AI interview and monitors AI citation rates, sold to local businesses and SEO agencies.",
   "w_u": "https://barrow-ai.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your AI citation rate across ChatGPT, Perplexity, and Gemini.",
     "u": "https://barrow-ai.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "A conversational AI interviews your business and generates production-ready JSON-LD schema markup.",
     "u": "https://barrow-ai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-client · White-label · Email reports",
     "u": "https://barrow-ai.com/"
    }
   },
   "product": "Barrow-AI",
   "hq": "United States",
   "hq_src": "https://barrow-ai.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "barrow-ai"
  },
  {
   "n": "Batwise",
   "u": "https://batwise.ai/en",
   "w": "Platform that tests brand visibility across AI models by category, audits sites for AI and finds source gaps, sold to brands by demo.",
   "w_u": "https://batwise.ai/en",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Batwise measures visibility, position, sentiment and citations per business category",
     "u": "https://batwise.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "We identify source gaps: domains citing competitors but not you.",
     "u": "https://batwise.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "from technical adjustments and schemas to content strategies, positioning tactics, funnel analysis and source optimization",
     "u": "https://batwise.ai/en"
    },
    "technical": {
     "v": "yes",
     "q": "A complete audit of everything that affects how AI models see your site.",
     "u": "https://batwise.ai/en"
    },
    "pr": {
     "v": "partial",
     "q": "We identify source gaps: domains citing competitors but not you.",
     "u": "https://batwise.ai/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The Batwise Funnel measures 3 stages, each weighted by real search volume",
     "u": "https://batwise.ai/en"
    },
    "agency": {
     "v": "partial",
     "q": "It lets us offer AEO as a service",
     "u": "https://batwise.ai/en"
    }
   },
   "hq": "Chile",
   "hq_src": "https://linkedin.com/company/batwise",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/batwise",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "batwise"
  },
  {
   "n": "Branviz",
   "u": "https://branviz.com/",
   "w": "Software that tracks how LLMs mention and recommend a brand across ChatGPT, Gemini, Perplexity, Grok and AI Overviews, sold to enterprises and agencies.",
   "w_u": "https://branviz.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor real-time brand citations simultaneously across ChatGPT, Perplexity, Gemini, Grok, and AI Overviews.",
     "u": "https://branviz.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation & Source Analysis",
     "u": "https://branviz.com/pricing"
    },
    "content": {
     "v": "partial",
     "q": "Scan your website for missing answer nuggets to ensure AI crawler readiness.",
     "u": "https://branviz.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "A technical audit of your website readiness for AI crawlers.",
     "u": "https://branviz.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Non-Branded Prompt Insights",
     "u": "https://branviz.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies and Enterprises",
     "u": "https://branviz.com/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://branviz.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "branviz"
  },
  {
   "n": "Bread Technologies, Inc.",
   "u": "https://aibread.com/",
   "w": "Bread offers OpenLens, a free AI visibility tracker used by agencies, and sells agent traffic detection and site readiness work.",
   "w_u": "https://aibread.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "OpenLens sends your prompts to up to seven AI platforms and parses every response: mentions, position, sentiment, sources.",
     "u": "https://openlens.com"
    },
    "sources": {
     "v": "yes",
     "q": "Every URL AI models cite in the industries you track.",
     "u": "https://openlens.com"
    },
    "content": {
     "v": "partial",
     "q": "Visibility scores, share of voice, and citations per platform — and concrete fixes for the pages that fall short.",
     "u": "https://openlens.com"
    },
    "technical": {
     "v": "yes",
     "q": "Score how discoverable a site is to AI agents and crawlers.",
     "u": "https://openlens.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "A live, read-only dashboard for every client. Free and unlimited.",
     "u": "https://openlens.com"
    }
   },
   "product": "OpenLens",
   "hq": "United States",
   "hq_src": "https://aibread.com/",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/bread-technologies",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "bread-technologies-inc"
  },
  {
   "n": "CompetLab",
   "u": "https://competlab.com/",
   "w": "Subscription that records which brands ChatGPT, Claude, Gemini, Perplexity and AI Overviews recommend and sends a monthly briefing, for B2B SaaS companies.",
   "w_u": "https://competlab.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "records who gets recommended, who gets trusted, and who's invisible",
     "u": "https://competlab.com/"
    },
    "sources": {
     "v": "yes",
     "q": "what Perplexity and Google AI Overviews read before they answer",
     "u": "https://competlab.com/"
    },
    "content": {
     "v": "partial",
     "q": "the content footprint that shapes whether engines find you.",
     "u": "https://competlab.com/"
    },
    "technical": {
     "v": "yes",
     "q": "the crawler access and trust signals that shape whether engines can reach you",
     "u": "https://competlab.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your clients' boards under one account; your name on their edition",
     "u": "https://competlab.com/pricing"
    }
   },
   "product": "CompetLab AI Visibility and AI Sources",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01-10",
    "src": "https://competlab.com/changelog"
   },
   "slug": "competlab"
  },
  {
   "n": "Doppler",
   "u": "https://askdoppler.com/",
   "w": "'Search console for AI': simulates persona chats on ChatGPT and Perplexity and tracks AI impressions, clicks and sources.",
   "w_u": "https://askdoppler.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Simulate real user chats to understand how different platforms recommend your brand",
     "u": "https://askdoppler.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Analysis of chats and sources to monitor your visibility against competitors",
     "u": "https://askdoppler.com/"
    },
    "content": {
     "v": "partial",
     "q": "Generate LLMs.txt for your project",
     "u": "https://askdoppler.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "AI Agent Compatibility Test | Test your AI agent's compatibility",
     "u": "https://askdoppler.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://askdoppler.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://www.indiehackers.com/post/launch-GCfpdJJyqmG4MRUqZArb"
   },
   "slug": "doppler"
  },
  {
   "n": "GEO Checker",
   "u": "https://geochecker.net/",
   "w": "Browser extension that runs a brand's prompts in the user's own AI sessions and reports mentions, citations and competitor share of voice.",
   "w_u": "https://geochecker.net/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, ChatGPT citations, Perplexity results, cited sources, and competitor share of voice",
     "u": "https://geochecker.net/"
    },
    "sources": {
     "v": "yes",
     "q": "See the sources AI cites",
     "u": "https://geochecker.net/"
    },
    "content": {
     "v": "partial",
     "q": "It groups the next steps into new content, page updates, outreach, and community work.",
     "u": "https://geochecker.net/"
    },
    "technical": {
     "v": "yes",
     "q": "Generate and validate llms.txt guidance for AI crawlers",
     "u": "https://geochecker.net/"
    },
    "pr": {
     "v": "partial",
     "q": "so you know where to earn your next mention",
     "u": "https://geochecker.net/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-checker"
  },
  {
   "n": "geoflux.ai",
   "u": "https://www.geoflux.ai/",
   "w": "Tracks brand share of voice across AI engines, shows which sources drive recommendations, and says what to fix.",
   "w_u": "https://www.geoflux.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every plan tracks ChatGPT, Gemini and Perplexity, with unlimited seats.",
     "u": "https://www.geoflux.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "shows you which sources drive recommendations",
     "u": "https://www.geoflux.ai/"
    },
    "content": {
     "v": "partial",
     "q": "tells you exactly what to fix",
     "u": "https://www.geoflux.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Join the GEOflux partner program and get listed here.",
     "u": "https://www.geoflux.ai/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "AI Readiness: Check what AI crawlers can read on your site",
     "u": "https://www.geoflux.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEOflux",
   "hq": "Romania",
   "hq_src": "https://financiarul.ro/actualitate/geoflux-ai-vrea-venituri-de-50-000-de-euro-lunar-cu-optimizarea-pentru-chatgpt/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/vijaliviurobert_so-as-many-of-you-may-know-were-launching-activity-7435264034314137600-fhMQ"
   },
   "slug": "geoflux"
  },
  {
   "n": "KI Score",
   "u": "https://kiscore.ai/",
   "w": "AI visibility index for brands and agencies that scores how often AI assistants name a brand against competitors, with sources and readiness checks.",
   "w_u": "https://kiscore.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "KI Score measures how often AI assistants name your brand, side by side with your competitors.",
     "u": "https://kiscore.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The websites AI relies on when it answers about your brand, counted site by site.",
     "u": "https://kiscore.ai/"
    },
    "content": {
     "v": "partial",
     "q": "From score to action plan",
     "u": "https://kiscore.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "See how ready your website is for AI crawlers, the gaps holding back citations, and how to close them.",
     "u": "https://kiscore.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Shopping | Soon",
     "u": "https://kiscore.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Tactics AI | Fanouts",
     "u": "https://kiscore.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Whitelabel reports with your logo",
     "u": "https://kiscore.ai/plans"
    }
   },
   "hq": "Germany",
   "hq_src": "https://kiscore.ai/imprint",
   "read": "2026-11-02",
   "slug": "ki-score"
  },
  {
   "n": "Limy",
   "u": "https://www.limy.ai/",
   "w": "AI search platform showing how AI agents discover and recommend your brand, with citations, AI bot traffic and revenue attribution.",
   "w_u": "https://www.limy.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See the prompts, answers, citations, and sources shaping your presence in AI Search and how you compare with competitors.",
     "u": "https://www.limy.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the prompts, answers, citations, and sources shaping your presence in AI Search",
     "u": "https://www.limy.ai/"
    },
    "content": {
     "v": "partial",
     "q": "identify gaps, take action, and measure the results.",
     "u": "https://www.limy.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Connect what AI agents do on your site with what customers do next so you can identify gaps, take action, and measure the results.",
     "u": "https://limy.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.limy.ai/legal/terms-and-conditions",
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/limyai",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/aviv-shamny_big-day-for-us-at-limy-ai-today-were-announcing-activity-7378670156530585600-Sgac"
   },
   "slug": "limy"
  },
  {
   "n": "Livesov",
   "u": "https://livesov.com/",
   "w": "AI visibility tracker for agencies that reports how five AI engines mention each client, plus Google rank tracking.",
   "w_u": "https://livesov.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Livesov tracks how ChatGPT, Claude, Gemini, Perplexity and Grok answer your customers' questions",
     "u": "https://livesov.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every answer is parsed for mentions, sentiment and cited sources.",
     "u": "https://livesov.com/"
    },
    "content": {
     "v": "partial",
     "q": "We score how citable your page is for ChatGPT, Perplexity and Google AI.",
     "u": "https://livesov.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler checker",
     "u": "https://livesov.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Track product queries and review site citations across the engines you track.",
     "u": "https://livesov.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Start fast with suggested buyer prompts.",
     "u": "https://livesov.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Client ready PDF reports, multi brand workspaces and bulk audits.",
     "u": "https://livesov.com/"
    }
   },
   "founded": 2024,
   "founded_src": "https://livesov.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "livesov"
  },
  {
   "n": "LLM Visibility Tracker",
   "u": "https://llm-visibility-tracker.com/",
   "w": "Closed beta tool that reports brand rank and cited sources across five AI engines, for SEOs and agencies, using the user's DataForSEO key.",
   "w_u": "https://llm-visibility-tracker.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Find out where ChatGPT, Perplexity, Gemini, Claude and Google's AI Overviews rank you, who they name ahead of you and which sites they trust.",
     "u": "https://llm-visibility-tracker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Which pages the engines cite, and how often.",
     "u": "https://llm-visibility-tracker.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Free test. See which AI bots get through.",
     "u": "https://llm-visibility-tracker.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Your outreach list.",
     "u": "https://llm-visibility-tracker.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Discovery is more limited: its ChatGPT index is US English only, while the Google one spans 94 locations.",
     "u": "https://llm-visibility-tracker.com/faq/"
    },
    "agency": {
     "v": "yes",
     "q": "Sure, there's no cap on clients or sites. No per-client pricing, no 'upgrade to Agency' button.",
     "u": "https://llm-visibility-tracker.com/faq/"
    }
   },
   "hq": "Ukraine",
   "hq_src": "https://llm-visibility-tracker.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llm-visibility-tracker"
  },
  {
   "n": "LumenGEO",
   "u": "https://lumengeo.co/",
   "w": "Free GEO audit with a ChatGPT citation score, a paid playbook and weekly citation monitoring, for site owners.",
   "w_u": "https://lumengeo.co/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our citation monitor checks ChatGPT, Perplexity, and Gemini every week and alerts you the moment a citation changes",
     "u": "https://lumengeo.co/"
    },
    "sources": {
     "v": "partial",
     "q": "see which competitors are cited instead of you",
     "u": "https://lumengeo.co/"
    },
    "content": {
     "v": "partial",
     "q": "GEO Action Plan builder",
     "u": "https://lumengeo.co/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Check",
     "u": "https://lumengeo.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Pro supports up to 3 domains, making it suitable for small agencies or multi-brand businesses.",
     "u": "https://lumengeo.co/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "lumengeo"
  },
  {
   "n": "Mavel.ai",
   "u": "https://mavel.ai/",
   "w": "AI visibility monitoring, crawler analytics and action recommendations for brands, with API and MCP access.",
   "w_u": "https://mavel.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mentions, competitor presence, answer snapshots, share of voice and trends across major AI models.",
     "u": "https://mavel.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The sources, citations and repeated narratives that shape how AI represents your market.",
     "u": "https://mavel.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Turn visibility gaps into practical growth opportunities for content, citations and positioning.",
     "u": "https://mavel.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "It reads directly from your server logs to surface which AI crawlers and agents hit your site",
     "u": "https://mavel.ai/platform/agent-analytics/"
    },
    "pr": {
     "v": "partial",
     "q": "What to improve, which sources to target, and where competitors are most vulnerable.",
     "u": "https://mavel.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Own the AI category shelf",
     "u": "https://mavel.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "DISCOVER PROMPTS, SOURCES & GAPS",
     "u": "https://mavel.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "pitch with a live audit, run every client on one platform, and bill the strategy on top.",
     "u": "https://mavel.ai/solutions/agencies/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://mavel.ai/imprint/",
   "read": "2026-11-02",
   "slug": "mavel-ai"
  },
  {
   "n": "MettleGEO",
   "u": "https://mettlegeo.com/",
   "w": "GEO monitoring platform for revenue teams and agencies that tracks brand answers in ChatGPT, Gemini and Perplexity and checks site readiness for AI bots.",
   "w_u": "https://mettlegeo.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Whether you’re mentioned, where you rank, and in what tone",
     "u": "https://mettlegeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Which websites AI leans on when it talks about your field",
     "u": "https://mettlegeo.com/"
    },
    "content": {
     "v": "partial",
     "q": "Draft a fix for the page they cite.",
     "u": "https://mettlegeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "We check 12 things that decide whether AI bots can get in and make sense of your pages.",
     "u": "https://mettlegeo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Build and test prompts across LLMs",
     "u": "https://mettlegeo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "All your clients live in one workspace.",
     "u": "https://mettlegeo.com/"
    }
   },
   "product": "Mettle",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "mettlegeo"
  },
  {
   "n": "ModelOwl",
   "u": "https://modelowl.com/",
   "w": "Monitoring software for brands and agencies that tracks mentions, share of voice, sentiment and AI agent visits across ChatGPT, Google AI Overview and Perplexity.",
   "w_u": "https://modelowl.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand and competitor mentions across ChatGPT, Google AI Overview, Perplexity, and more in real-time.",
     "u": "https://modelowl.com/"
    },
    "sources": {
     "v": "yes",
     "q": "You can export comprehensive reports including visibility scores, competitor analysis, sentiment trends, citation sources, and custom time period data.",
     "u": "https://modelowl.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Monitor when AI agents discover and visit your website",
     "u": "https://modelowl.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "ModelOwl's prompt management feature lets you create and test custom questions",
     "u": "https://modelowl.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple client brands from one dashboard with seamless account switching",
     "u": "https://modelowl.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/modelowl_aiseo-llmo-agencytools-activity-7368155220624764930-jf1I"
   },
   "slug": "modelowl"
  },
  {
   "n": "OmniForce",
   "u": "https://www.omniforce.run/",
   "w": "GEO platform that publishes structured data, llms.txt files and an MCP gateway for local businesses, SaaS companies and individual professionals.",
   "w_u": "https://www.omniforce.run/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track whether engines cite you accurately",
     "u": "https://www.omniforce.run/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Compile Schema.org graphs and machine-readable files",
     "u": "https://www.omniforce.run/"
    },
    "technical": {
     "v": "yes",
     "q": "We compile Schema.org graphs and machine-readable files (/llms.txt, /llms-ctx.txt) from your verified data",
     "u": "https://www.omniforce.run/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "MCP tools so agents can query your catalog, policies and availability.",
     "u": "https://www.omniforce.run/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client citation reports",
     "u": "https://www.omniforce.run/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "omniforce"
  },
  {
   "n": "Optimly",
   "u": "https://optimly.ai/",
   "w": "Brand Index and owner-approved BrandVault records for AI agents, plus reports on how AI describes and recommends the brand.",
   "w_u": "https://optimly.ai/about",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measurement of description accuracy and recommendation frequency.",
     "u": "https://optimly.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Your brand's website for AI agents. Controlled by you.",
     "u": "https://optimly.ai/about"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency dashboards, delegated access and multi-client permissions are not available yet.",
     "u": "https://optimly.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Your brand’s website for AI agents. Controlled by you.",
     "u": "https://optimly.ai/about"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Brand Index / BrandVault",
   "hq": "United States",
   "hq_src": "https://optimly.ai/about",
   "founded": 2025,
   "founded_src": "https://optimly.ai/about",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.producthunt.com/products/optimly/launches"
   },
   "slug": "optimly"
  },
  {
   "n": "Presence Scout",
   "u": "https://presencescout.com/",
   "w": "Presence Scout sells brands and agencies tracking of their visibility in AI engines beside Google rankings, with a numbered action plan.",
   "w_u": "https://presencescout.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether ChatGPT, Gemini, Perplexity, AI Overviews and AI Mode name your brand",
     "u": "https://presencescout.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Ranked by how often each domain is cited for you",
     "u": "https://presencescout.com/"
    },
    "content": {
     "v": "partial",
     "q": "Get SEO and AEO action plan.",
     "u": "https://presencescout.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI crawlers read your site?",
     "u": "https://presencescout.com/"
    },
    "pr": {
     "v": "partial",
     "q": "so you know whether to pitch, list, reply or publish.",
     "u": "https://presencescout.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and larger brands we offer custom volume",
     "u": "https://presencescout.com/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://presencescout.com/about-us",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "presence-scout"
  },
  {
   "n": "Rankflo",
   "u": "https://rankflo.ai/",
   "w": "Rankflo sells brands and agencies tracking of mentions, citations and prompts across AI platforms, with AI crawler analytics.",
   "w_u": "https://rankflo.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure your AI search visibility across ChatGPT and other leading AI platforms.",
     "u": "https://rankflo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover where your brand is getting cited and who is citing you in AI conversations.",
     "u": "https://rankflo.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Content Gap Analysis",
     "u": "https://rankflo.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Detect visits from Perplexity, Mistral, and other AI crawlers.",
     "u": "https://rankflo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Discover which prompts trigger AI brand mentions and shape your AI visibility.",
     "u": "https://rankflo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Ideal for agencies and large-scale operations",
     "u": "https://rankflo.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankflo"
  },
  {
   "n": "RankRaft",
   "u": "https://rankraft.ai/",
   "w": "RankRaft AI sells local businesses and agencies daily tracking of AI engine recommendations, AI crawler analytics and a ranked fix list.",
   "w_u": "https://rankraft.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often each AI engine names you, for which questions",
     "u": "https://rankraft.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation sources and gap prompts",
     "u": "https://rankraft.ai/"
    },
    "content": {
     "v": "partial",
     "q": "answer a question on your site",
     "u": "https://rankraft.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler analytics and access checks",
     "u": "https://rankraft.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed on the review sites AI cites for you",
     "u": "https://rankraft.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "draft the questions your customers ask AI",
     "u": "https://rankraft.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "white-label with your branding on Enterprise",
     "u": "https://rankraft.ai/"
    }
   },
   "product": "RankRaft AI",
   "hq": "Pakistan",
   "hq_src": "https://rankraft.ai/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankraft"
  },
  {
   "n": "Search Bridge",
   "u": "https://www.searchbridge.ai/",
   "w": "AI representation platform that tracks what AI engines say about a brand and gives prioritized actions, for enterprise marketing teams.",
   "w_u": "https://www.searchbridge.ai/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility share vs competitors on strategic intents. Ranking position, share of voice, trends.",
     "u": "https://www.searchbridge.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Know which sources affect your AI Visibility and where LLMs get information from about your brand.",
     "u": "https://www.searchbridge.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Prioritized steps generated from your brand's intelligence, across content, tech, social, forums, reviews and PR.",
     "u": "https://www.searchbridge.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "LLM readability of site & content. Schema markup, llm.txt, content structure analysis.",
     "u": "https://www.searchbridge.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "The partnerships, expert voices and content that put brands inside the conversations AI engines read and cite.",
     "u": "https://www.searchbridge.ai/about-us"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track strategic intents and identify the AI knowledge graph nodes that are relevant for your brand.",
     "u": "https://www.searchbridge.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://www.searchbridge.ai/about-us",
   "founded": 2025,
   "founded_src": "https://www.searchbridge.ai/about-us",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "search-bridge"
  },
  {
   "n": "Skillaeo",
   "u": "https://skillaeo.com/",
   "w": "AEO audits that ask AI engines sample questions and generate skills files and llms.txt drafts, for site owners and agencies.",
   "w_u": "https://skillaeo.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Records whether each sampled answer names your brand or links to your domain.",
     "u": "https://skillaeo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "inspect the questions, answers, and cited URLs behind it.",
     "u": "https://skillaeo.com/"
    },
    "content": {
     "v": "partial",
     "q": "Common improvements include clearer FAQ content",
     "u": "https://skillaeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Reviewable drafts, including optional llms.txt and experimental agent.json assets",
     "u": "https://skillaeo.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and power users",
     "u": "https://skillaeo.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "skillaeo"
  },
  {
   "n": "Snuup",
   "u": "https://snuup.ai",
   "w": "Checks what ChatGPT tells people about a business, then makes website fixes through a plugin or written steps, for small businesses.",
   "w_u": "https://snuup.ai",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "we ask ChatGPT again every month so you can see what changed",
     "u": "https://snuup.ai"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "old prices it keeps repeating",
     "u": "https://snuup.ai"
    },
    "technical": {
     "v": "yes",
     "q": "a setting that blocks ChatGPT, a broken link it sends people to",
     "u": "https://snuup.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Snuup AI Visibility Check",
   "hq": "Estonia",
   "hq_src": "https://snuup.ai/terms",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://api.wordpress.org/plugins/info/1.0/snuup-ai-visibility-check.json"
   },
   "slug": "snuup"
  },
  {
   "n": "SurfaceLocal",
   "u": "https://www.surfacelocal.com/",
   "w": "Free and paid AI visibility audits that show local businesses how ChatGPT, Gemini, Perplexity, Claude and Copilot describe them, with fixes.",
   "w_u": "https://www.surfacelocal.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "we query ChatGPT, Gemini, Perplexity, Claude, and Copilot to understand your visibility",
     "u": "https://www.surfacelocal.com/"
    },
    "sources": {
     "v": "partial",
     "q": "We check Google, Yelp, Foursquare, and Schema.org to find where your info is wrong or missing.",
     "u": "https://www.surfacelocal.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Ready-to-install Schema.org code",
     "u": "https://www.surfacelocal.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.g2.com/sellers/surfacelocal",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "surfacelocal"
  },
  {
   "n": "Unsourced",
   "u": "https://unsourced.app",
   "w": "A tool for publishers and SEO agencies that checks AI model citations and verifies AI crawler visits, with evidence reports.",
   "w_u": "https://unsourced.app",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly checks across 8 AI models (ChatGPT, Claude, Gemini, Grok, Perplexity and more) show exactly when your content appears in AI answers",
     "u": "https://unsourced.app"
    },
    "sources": {
     "v": "yes",
     "q": "which assistants (ChatGPT, Claude, Gemini, Perplexity & more) cite you — proven with verified evidence",
     "u": "https://unsourced.app"
    },
    "content": {
     "v": "partial",
     "q": "AI Visibility Audit: competitor landscape, topic gaps, recommendations",
     "u": "https://unsourced.app"
    },
    "technical": {
     "v": "yes",
     "q": "See every AI bot that reaches your pages, checked against each AI company's published IP addresses",
     "u": "https://unsourced.app"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "up to 10 client sites with Fleet Overview",
     "u": "https://unsourced.app/partners"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://unsourced.app/privacy",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://api.wordpress.org/plugins/info/1.0/unsourced-ai-bot-monitor.json?fields=added"
   },
   "slug": "unsourced"
  },
  {
   "n": "Veesie",
   "u": "https://veesie.com/",
   "w": "A weekly GEO monitoring tool that asks AI engines a brand's questions and reports a score, sold to businesses in Belgium and the Netherlands.",
   "w_u": "https://veesie.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Veesie meet je AI-vindbaarheid, elke week.",
     "u": "https://veesie.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Veesie toont de bronnen die het AI-model bij zijn antwoord opgeeft.",
     "u": "https://veesie.com/features"
    },
    "content": {
     "v": "partial",
     "q": "Vanaf Plus de 3 belangrijkste aanbevelingen, in Pro alle aanbevelingen en een actieplan.",
     "u": "https://veesie.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Heb je een llms.txt, en mogen AI-bots je site lezen?",
     "u": "https://veesie.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Laat Veesie je website scannen voor vraagsuggesties",
     "u": "https://veesie.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Eigen naam, logo en kleur op rapporten en deellinks",
     "u": "https://veesie.com/"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://veesie.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://www.clickforest.com/en/blog/what-is-veesie"
   },
   "slug": "veesie"
  },
  {
   "n": "visible4ai",
   "u": "https://visible4ai.com/en",
   "w": "A checker that queries AI engines to see if a site is cited, scores it, and generates AI discovery files, sold to site owners.",
   "w_u": "https://visible4ai.com/en",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query Perplexity, ChatGPT, Gemini, and Claude directly via their APIs to see if your domain is cited.",
     "u": "https://visible4ai.com/en"
    },
    "sources": {
     "v": "partial",
     "q": "Get a ranked leaderboard showing how often you're cited vs. competitors",
     "u": "https://visible4ai.com/en"
    },
    "content": {
     "v": "partial",
     "q": "Analyze any page for Experience, Expertise, Authoritativeness, and Trustworthiness.",
     "u": "https://visible4ai.com/en"
    },
    "technical": {
     "v": "yes",
     "q": "Generate llms.txt, ai.txt, brand.txt, ai.json, and 6 more files",
     "u": "https://visible4ai.com/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://visible4ai.com/en/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026",
    "src": "https://www.producthunt.com/products/visible4ai"
   },
   "slug": "visible4ai"
  },
  {
   "n": "VisiScan",
   "u": "https://www.visiscan.app/",
   "w": "A scan and paid report showing whether AI engines name a business, with weekly monitoring, sold to local service businesses.",
   "w_u": "https://www.visiscan.app/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ask AI engines the questions your buyers ask.",
     "u": "https://www.visiscan.app/"
    },
    "sources": {
     "v": "yes",
     "q": "traces grounding and cited sources",
     "u": "https://www.visiscan.app/"
    },
    "content": {
     "v": "partial",
     "q": "An AI Visibility score, an AI Readiness score, and fixes ranked by impact.",
     "u": "https://www.visiscan.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Your schema markup and llms.txt come written, ready to publish.",
     "u": "https://www.visiscan.app/"
    },
    "pr": {
     "v": "partial",
     "q": "Plus the directories and review sites AI cites for them, so you know where to get listed.",
     "u": "https://www.visiscan.app/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "I run an agency: can I use VisiScan for my clients?",
     "u": "https://www.visiscan.app/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://news.ycombinator.com/item?id=49497538"
   },
   "slug": "visiscan"
  },
  {
   "n": "Visora",
   "u": "https://visoraco.com",
   "w": "An AI visibility platform that scores how often nine AI engines recommend a business and includes fix tools, sold to Hong Kong small businesses.",
   "w_u": "https://visoraco.com",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visora queries 9 AI engines in parallel",
     "u": "https://visoraco.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "schema injection, Google Business Profile sync, keyword research, content playbooks",
     "u": "https://visoraco.com"
    },
    "technical": {
     "v": "yes",
     "q": "checks your robots.txt and llms.txt AI-crawler access",
     "u": "https://visoraco.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Hong Kong",
   "hq_src": "https://visoraco.com",
   "founded": 2026,
   "founded_src": "https://visoraco.com",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "visora"
  },
  {
   "n": "YourAIRank",
   "u": "https://yourairank.com/",
   "w": "AI search visibility tool that reports whether AI engines mention, recommend or cite a brand, with a free report and planned monitoring.",
   "w_u": "https://yourairank.com/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "whether you're mentioned or recommended, which competitors appear instead, which sources the answers cite",
     "u": "https://yourairank.com/"
    },
    "sources": {
     "v": "yes",
     "q": "The links AI attaches to its answers, kept separate from pages it only searched",
     "u": "https://yourairank.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Robots.txt AI Checker",
     "u": "https://yourairank.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Prompt Generator",
     "u": "https://yourairank.com/"
    },
    "agency": {
     "v": "partial",
     "q": "For marketing agencies",
     "u": "https://yourairank.com/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://yourairank.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "yourairank"
  },
  {
   "n": "YOVARA",
   "u": "https://yovara.io/",
   "w": "Pay per measurement analysis of what ChatGPT and Perplexity say about a company, with recommendations, for businesses.",
   "w_u": "https://yovara.io/",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "where you appear, who appears instead, which sources AI relies on",
     "u": "https://yovara.io/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "The sources and explanations behind each answer, in plain language.",
     "u": "https://yovara.io/"
    },
    "content": {
     "v": "partial",
     "q": "A short, prioritised list of changes that move the needle.",
     "u": "https://yovara.io/"
    },
    "technical": {
     "v": "yes",
     "q": "a technical review of your website",
     "u": "https://yovara.io/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "third-party sites",
     "u": "https://yovara.io/methodology"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://yovara.io/terms",
   "read": "2026-11-02",
   "slug": "yovara"
  },
  {
   "n": "Zene",
   "u": "https://tryzene.com",
   "w": "GEO tracker that checks whether ChatGPT, Claude, Gemini, Perplexity and Grok recommend a brand or app, and ranks actions to improve.",
   "w_u": "https://tryzene.com",
   "cat": "ai-native",
   "sub": "site",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Zene re-runs your buyers' questions across all five engines on a schedule and trends the results",
     "u": "https://tryzene.com"
    },
    "sources": {
     "v": "yes",
     "q": "the answer ChatGPT really gives when it searches the web, with the sources it cites",
     "u": "https://tryzene.com"
    },
    "content": {
     "v": "partial",
     "q": "Every scan ends in the one page worth shipping next",
     "u": "https://tryzene.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "Chrome extension checks any page's AI readiness without leaving the tab",
     "u": "https://tryzene.com/changelog"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies & multi-brand portfolios.",
     "u": "https://tryzene.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zene"
  },
  {
   "n": "Achtung.app",
   "u": "https://achtung.app/",
   "w": "German AI visibility monitor: tracks whether ChatGPT, Gemini, Perplexity and Claude recommend a brand, with the sources those answers use.",
   "w_u": "https://achtung.app/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracke Marken in der Websuche und auf KI-Plattformen wie ChatGPT · Gemini Perplexity Claude",
     "u": "https://achtung.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Was ChatGPTs Suche stattdessen findet: Reddit-Beiträge 21 von 21",
     "u": "https://achtung.app/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Nächster Schritt: Beim deutschen Tool-Vergleich, den ChatGPT in 13 von 21 Antworten findet, um Aufnahme bitten.",
     "u": "https://achtung.app/"
    },
    "agency": {
     "v": "yes",
     "q": "Markenübergreifende Steuerung, White-Label-Berichte und Integrationen für große Teams.",
     "u": "https://achtung.app/"
    },
    "technical": {
     "v": "partial",
     "q": "KI-Sichtbarkeit pro Marke, Wettbewerber-Vergleich, KI-Traffic aus KI-Assistenten.",
     "u": "https://achtung.app"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://achtung.app/impressum",
   "founded": 2026,
   "founded_src": "https://achtung.app/ueber-uns",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "achtung-app"
  },
  {
   "n": "AI Labs Audit",
   "u": "https://ailabsaudit.com",
   "w": "A platform that queries over 50 AI models about a brand and reports mentions and citations, sold to agencies, consultants and marketing teams.",
   "w_u": "https://ailabsaudit.com/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "documents every response: mentions, citations, competitors cited, positions",
     "u": "https://ailabsaudit.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "documente chaque réponse : mentions, citations, concurrents cités",
     "u": "https://ailabsaudit.com"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your clients view their results on a dedicated page, under your name and colors.",
     "u": "https://ailabsaudit.com/en"
    }
   },
   "hq": "France",
   "hq_src": "https://ailabsaudit.com/en",
   "founded": 2025,
   "founded_src": "https://ailabsaudit.com/en",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://ailabsaudit.com/updates"
   },
   "slug": "ai-labs-audit"
  },
  {
   "n": "AI Search Console",
   "u": "https://search-console.ai/",
   "w": "Tracks brand mentions, position and cited sources across ChatGPT, Perplexity, Claude and Google AI Mode, with client-ready reports.",
   "w_u": "https://search-console.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility score, mentions, and trend movement across ChatGPT, Google AI Mode, and Perplexity.",
     "u": "https://search-console.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source & citation analysis: See top domains, URLs, source types, citation rates, and the answers each source influenced.",
     "u": "https://search-console.ai/"
    },
    "content": {
     "v": "partial",
     "q": "See where your brand disappears, why competitors win, and what to fix next.",
     "u": "https://search-console.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "If your brand is not present in key sources like Reddit, reviews, docs, and comparison pages, you will not be included.",
     "u": "https://search-console.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Client-ready Reporting: Generate reports you can actually send to clients",
     "u": "https://search-console.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Monitor real buyer prompts, topic groups, active prompts, and performance per query.",
     "u": "https://search-console.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://search-console.ai/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/ai-search-console_ai-search-console-activity-7475146651465064448-nnJh"
   },
   "slug": "ai-search-console"
  },
  {
   "n": "AIBrandSee",
   "u": "https://aibrandsee.com",
   "w": "A monitor on monthly plans that checks whether ChatGPT, Claude, Gemini, Grok and Perplexity mention a brand.",
   "w_u": "https://aibrandsee.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if ChatGPT, Claude, Gemini, Grok and Perplexity mention your brand.",
     "u": "https://aibrandsee.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-22",
   "slug": "aibrandsee"
  },
  {
   "n": "AICarma",
   "u": "https://aicarma.com/",
   "w": "Daily and weekly reports on what 14+ LLMs say about a business, with share of voice, competitors and cited sources.",
   "w_u": "https://aicarma.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility scores for your brand/offering and your competition are calculated on a daily basis across a range of major LLMs",
     "u": "https://aicarma.com/"
    },
    "sources": {
     "v": "yes",
     "q": "✓ AI source citations (See what models reference)",
     "u": "https://aicarma.com/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "Identify the gaps in the AI's knowledge about your brand and know exactly what to optimize.",
     "u": "https://aicarma.com/use-cases/generative-engine-optimization/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label dashboards and reports. Clients never see AICarma.",
     "u": "https://aicarma.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://aicarma.com/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://news.ycombinator.com/item?id=43864474"
   },
   "slug": "aicarma"
  },
  {
   "n": "aicheck",
   "u": "https://github.com/FoundagentTest/ai-answer-check",
   "w": "Command line check that shows what an AI assistant tells customers about a local business, with a paid monthly watch and correction packet.",
   "w_u": "https://github.com/FoundagentTest/ai-answer-check",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It asks an AI assistant about a business",
     "u": "https://github.com/FoundagentTest/ai-answer-check"
    },
    "sources": {
     "v": "yes",
     "q": "the list of pages the engine says it read",
     "u": "https://github.com/FoundagentTest/ai-answer-check"
    },
    "content": {
     "v": "partial",
     "q": "we trace which page the wrong sentence came from and write out what to change",
     "u": "https://github.com/FoundagentTest/ai-answer-check"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aicheck-ai-answer-check"
  },
  {
   "n": "AIMention",
   "u": "https://www.aimention.jp/",
   "w": "A SaaS that measures by keyword how ChatGPT, Perplexity and Gemini cite a company's site, for marketers and agencies.",
   "w_u": "https://www.aimention.jp/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT・Perplexity・Geminiへの引用状況をキーワード単位で自動計測。",
     "u": "https://www.aimention.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "引用されたURL",
     "u": "https://aimention.jp/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "カスタマージャーニーに沿った質問文をAIが自動生成します。",
     "u": "https://www.aimention.jp/"
    },
    "agency": {
     "v": "yes",
     "q": "代理店・マーケティング担当者がクライアントのAI引用状況を一つのダッシュボードで把握できます。",
     "u": "https://www.aimention.jp/"
    }
   },
   "hq": "Japan",
   "hq_src": "https://www.aimention.jp/company",
   "founded": 2024,
   "founded_src": "https://www.aimention.jp/company",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://voix.jp/business-cards/aimention-ai-mention-launch/"
   },
   "slug": "aimention"
  },
  {
   "n": "AiRR",
   "u": "https://airrscore.com/",
   "w": "Measures brand perception in ChatGPT and other engines with a 0-100 AiRR Score, run blank-slate and through ideal-customer personas.",
   "w_u": "https://airrscore.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The AiRR Score is the 0 to 100 standard for brand perception in AI search. It is built on the 4Ps: Presence, Perception, Prestige and Persistence, measured per engine",
     "u": "https://airrscore.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "you get a daily read on how AI presents you to your exact buyer, and the content to change it.",
     "u": "https://airrscore.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AiRR Score",
   "hq": "United States",
   "hq_src": "https://airrscore.com/",
   "founded": 2025,
   "founded_src": "https://airrscore.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/syftersteve_airr-score-measure-your-brands-visibility-activity-7440463973579132929--TuK"
   },
   "slug": "airr-ai-reach-rank"
  },
  {
   "n": "Aizo",
   "u": "https://aiagentsoptimization.com/",
   "w": "Monitoring software for SEO and digital marketing agencies that tracks client brand mentions and citations in ChatGPT and Gemini answers.",
   "w_u": "https://aiagentsoptimization.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand mentions on selected prompts, compare ChatGPT and Gemini results",
     "u": "https://aiagentsoptimization.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Inspect domains and URLs cited in AI answers",
     "u": "https://aiagentsoptimization.com/"
    },
    "content": {
     "v": "partial",
     "q": "Turn findings into prioritized content and SEO opportunities.",
     "u": "https://aiagentsoptimization.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We auto-generate a localized prompt matrix tailored to your competitive space.",
     "u": "https://aiagentsoptimization.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Client-ready AI search reports with evidence.",
     "u": "https://aiagentsoptimization.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aizo"
  },
  {
   "n": "AkuparaAI",
   "u": "https://www.akuparaai.com/",
   "w": "Platform and one-time report measuring how ChatGPT, Gemini and Claude recommend a brand, for marketing leaders, growth teams and founders.",
   "w_u": "https://www.akuparaai.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often and where your brand appears in AI answers across ChatGPT, Gemini, Claude, and other AI systems.",
     "u": "https://www.akuparaai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Track and validate citations across AI models. Identify high-authority sources",
     "u": "https://www.akuparaai.com/"
    },
    "content": {
     "v": "partial",
     "q": "Get specific recommendations to improve AI visibility and ranking.",
     "u": "https://www.akuparaai.com/"
    },
    "technical": {
     "v": "partial",
     "q": "when technical changes impact your AI visibility",
     "u": "https://www.akuparaai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.akuparaai.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "akuparaai"
  },
  {
   "n": "Allmond",
   "u": "https://allmond.app/",
   "w": "AI visibility tracker for brands across ChatGPT, Claude, Gemini and Perplexity, with cited-source collection and shareable client dashboards.",
   "w_u": "https://allmond.app/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Allmond shows where you appear in AI answers, why competitors outperform you",
     "u": "https://allmond.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Allmond collects the sources behind AI answers, so outreach targets pick themselves.",
     "u": "https://allmond.app/"
    },
    "pr": {
     "v": "partial",
     "q": "Allmond collects the sources behind AI answers, so outreach targets pick themselves.",
     "u": "https://allmond.app/"
    },
    "agency": {
     "v": "yes",
     "q": "Organize client brands, business units, or products in one place.",
     "u": "https://allmond.app/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://allmond.app/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "allmond"
  },
  {
   "n": "AnswerScout",
   "u": "https://answerscout.ai/",
   "w": "Tracks a brand across ChatGPT, Claude, Gemini, Grok and Perplexity: rank, competitors, cited sources and what to fix.",
   "w_u": "https://answerscout.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Claude, Gemini, Grok, and Perplexity.",
     "u": "https://answerscout.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources cited",
     "u": "https://answerscout.ai/"
    },
    "content": {
     "v": "partial",
     "q": "25 content audits / mo",
     "u": "https://answerscout.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We generate the buying questions your customers are actually asking AI models right now.",
     "u": "https://answerscout.ai"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://answerscout.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/sidneykeith_for-the-last-few-months-ive-been-building-activity-7473360992442232832-Qayj"
   },
   "slug": "answerscout"
  },
  {
   "n": "Apex Echo AI",
   "u": "https://app.apexechoai.com/",
   "w": "Answer engine optimization app to track and improve brand visibility in ChatGPT, Perplexity and Google AI Overviews.",
   "w_u": "https://app.apexechoai.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track and improve your brand visibility in ChatGPT, Perplexity, and Google AI Overviews.",
     "u": "https://app.apexechoai.com/"
    },
    "content": {
     "v": "partial",
     "q": "Track and improve your brand visibility",
     "u": "https://app.apexechoai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Real-time visibility into Perplexity answers, including the URLs it cites as sources.",
     "u": "https://app.apexechoai.com/integrations"
    },
    "technical": {
     "v": "partial",
     "q": "Model Context Protocol endpoint at /mcp/v1. Plug ApexEcho into Claude Desktop or any MCP client.",
     "u": "https://app.apexechoai.com/integrations"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "ApexEcho AI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.producthunt.com/products/apex-echo-ai/launches"
   },
   "slug": "apexecho-ai"
  },
  {
   "n": "Be Recommended",
   "u": "https://berecommended.com",
   "w": "One-time AI visibility reports that test a brand across 50+ prompts on AI platforms and give a score and action plan, sold to brands.",
   "w_u": "https://berecommended.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run your brand through 50+ prompts across ChatGPT, Claude, Perplexity, and Gemini",
     "u": "https://berecommended.com"
    },
    "sources": {
     "v": "partial",
     "q": "The specific data sources AI uses",
     "u": "https://berecommended.com"
    },
    "content": {
     "v": "partial",
     "q": "Prioritized fixes. What to do first.",
     "u": "https://berecommended.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "the same questions your customers ask",
     "u": "https://berecommended.com"
    },
    "agency": {
     "v": "partial",
     "q": "Custom pricing and volume reporting for teams and agencies.",
     "u": "https://berecommended.com/llms.txt"
    }
   },
   "product": "BeRecommended",
   "hq": "Czechia",
   "hq_src": "https://berecommended.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026",
    "src": "https://www.indiehackers.com/post/building-in-the-ai-visibility-geo-monitoring-category-numbers-and-lessons-from-be-recommended-by-inithouse-75f9a7c1e8"
   },
   "slug": "be-recommended"
  },
  {
   "n": "BoostGEO",
   "u": "https://www.boostgeo.ai/",
   "w": "Tool that checks whether ChatGPT recommends a brand and emails a GEO audit report, sold to brands seeking product recommendations.",
   "w_u": "https://www.boostgeo.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our engine generates common prompts and checks if AI tools mention your brand",
     "u": "https://www.boostgeo.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Our engine generates common prompts and checks if AI tools mention your brand",
     "u": "https://boostgeo.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "ensures your brand is visible when people ask ChatGPT for shopping and product recommendations",
     "u": "https://www.boostgeo.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025",
    "src": "https://www.producthunt.com/products/boostgeo-ai"
   },
   "slug": "boostgeo"
  },
  {
   "n": "Bourd",
   "u": "https://bourd.dev/",
   "w": "Self-serve AEO/GEO tracker for mentions, citations and share of voice across major AI models, with API and MCP on every plan.",
   "w_u": "https://bourd.dev/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and share of voice across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Meta AI, Google AI Mode, and Google AI Overviews.",
     "u": "https://bourd.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "Every source each model cites. See which domains carry your brand, and which carry your competitors.",
     "u": "https://bourd.dev/"
    },
    "content": {
     "v": "partial",
     "q": "Per-prompt suggestions tied to specific citation gaps where competitors get cited instead of you.",
     "u": "https://bourd.dev/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Give clients a view of their own workspace without exposing the rest of your book.",
     "u": "https://bourd.dev/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/bourd-dev",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "bourd"
  },
  {
   "n": "Braand",
   "u": "https://braand.ai/",
   "w": "Monthly report on whether five AI engines recommend a business, with a score, competitors and three actions, sold to businesses.",
   "w_u": "https://braand.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Braand mesure chaque mois si les IA vous citent, vous recommandent, ou recommandent vos concurrents.",
     "u": "https://braand.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "les sources sur lesquelles elles s'appuient",
     "u": "https://braand.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Une page dédiée à la menuiserie sur mesure à Nantes, avec vos réalisations.",
     "u": "https://braand.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Être présent sur l'annuaire que ChatGPT consulte pour votre métier à Nantes.",
     "u": "https://braand.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Aucune question à écrire",
     "u": "https://braand.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Andorra",
   "hq_src": "https://braand.ai/legal.html",
   "read": "2026-11-02",
   "slug": "braand"
  },
  {
   "n": "Brand Signal AI",
   "u": "https://brandsignal.ai/",
   "w": "App that tracks and analyzes how AI models such as ChatGPT, Perplexity and Gemini mention your brand.",
   "w_u": "https://brandsignal.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track and analyze how AI models mention your brand in their responses",
     "u": "https://brandsignal.ai/"
    },
    "pr": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "US",
   "hq_src": "https://launched.io/startup/10975-brand-signal-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "brand-signal-ai"
  },
  {
   "n": "BrandAxis",
   "u": "https://brandaxis.ai/",
   "w": "AI search analytics: tracks brand visibility, rank and sentiment across ChatGPT, AI Overviews, Perplexity and others, plus the sources shaping answers.",
   "w_u": "https://brandaxis.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand appears across ChatGPT, Google AI Overviews, Perplexity, and more.",
     "u": "https://brandaxis.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources used by AI that affects your visibility",
     "u": "https://brandaxis.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Recommendations Soon Ranked, page-level fixes",
     "u": "https://brandaxis.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Everything your team or agency needs to understand brands in AI answers.",
     "u": "https://brandaxis.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://brandaxis.ai/terms/",
   "founded": 2025,
   "founded_src": "https://brandaxis.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "brandaxis"
  },
  {
   "n": "BrandBeacon",
   "u": "https://www.brandbeacon.ai/",
   "w": "AI search monitoring tool tracking brand mentions, citations and rankings across ChatGPT, Claude and other AI engines, with agency multi-client views.",
   "w_u": "https://www.brandbeacon.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, citations and rankings",
     "u": "https://www.brandbeacon.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See most cited domains and URLs",
     "u": "https://www.brandbeacon.ai/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Monitor client brands across all major AI platforms from a single dashboard.",
     "u": "https://www.brandbeacon.ai/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "BrandBeacon.AI",
   "hq": "United Kingdom",
   "hq_src": "https://www.brandbeacon.ai/terms",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/brandbeaconai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "brandbeacon"
  },
  {
   "n": "BrandEcho",
   "u": "https://brandecho.ai/en",
   "w": "SaaS that monitors how AI models mention, recommend and rank brands, by persona and competitor, sold to marketing teams and agencies.",
   "w_u": "https://brandecho.ai/llms.txt",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day we query six AI models with your prompts and analyze exactly what they say about you",
     "u": "https://brandecho.ai/en"
    },
    "sources": {
     "v": "yes",
     "q": "Trend lines, source citations, competitor deltas.",
     "u": "https://brandecho.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "Turn findings into a real content roadmap",
     "u": "https://brandecho.ai/en"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports, branded exports",
     "u": "https://brandecho.ai/en"
    }
   },
   "product": "brandecho.ai",
   "hq": "Austria",
   "hq_src": "https://brandecho.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://apps.shopify.com/brandecho"
   },
   "slug": "brandecho"
  },
  {
   "n": "BrandRank.AI",
   "u": "https://www.brandrank.ai/",
   "w": "Enterprise AI brand monitoring that scores whether AI answer engines recommend a brand (Recommendation Share), with claim verification and risk monitoring.",
   "w_u": "https://www.brandrank.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracking must-win prompts daily across seven AI answer engines for Fortune 500 global brands, including some of the world’s largest advertisers.",
     "u": "https://www.brandrank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI trusts what it sees corroborated elsewhere. We identify the third-party citation gaps competitors are already winning, and close them.",
     "u": "https://www.brandrank.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Every claim AI repeats needs a source to stand on. We find where yours is thin and reinforce it with evidence the engines can actually verify.",
     "u": "https://www.brandrank.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "We identify the third-party citation gaps competitors are already winning, and close them.",
     "u": "https://www.brandrank.ai/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Based upon daily search of 170 phrases across 7 answer engines.",
     "u": "https://www.brandrank.ai/what-we-do-ft"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.brandrank.ai/llms.txt",
   "founded": 2024,
   "founded_src": "https://www.ohiotechnews.com/cincinnatis-brandrankai-managing-reputations-in-era-of-ai-search/",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.einpresswire.com/article/808238261/brandrank-ai-officially-launches-saas-dashboard-to-put-marketers-back-in-the-driver-s-seat-of-the-ai-search-disruption"
   },
   "slug": "brandrank-ai"
  },
  {
   "n": "CheckThat.ai",
   "u": "https://checkthat.ai/",
   "w": "Free B2B AI-visibility database tracking how AI answers rank brands across software categories; built by the GrowthX agency.",
   "w_u": "https://checkthat.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Continuously monitoring ChatGPT, Claude, Perplexity, Google AI, and more.",
     "u": "https://checkthat.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Sources",
     "u": "https://checkthat.ai/"
    },
    "content": {
     "v": "partial",
     "q": "CheckThat helps you determine whether you're visible, why you may be missing, and what needs to change to earn inclusion.",
     "u": "https://checkthat.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track what they ask, how AI answers, and who wins across",
     "u": "https://checkthat.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/marcelsantilli_im-honored-to-announce-a-strategic-investment-activity-7442936557327527937-uw2U",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.linkedin.com/posts/marcelsantilli_big-news-we-just-launched-checkthatai-activity-7425228862378156033-fIAF"
   },
   "slug": "checkthat-ai"
  },
  {
   "n": "Chooj",
   "u": "https://chooj.nl/",
   "w": "Dutch tracker that checks daily whether small businesses are named in ChatGPT, Gemini, Google AI Mode and AI Overview, made by SEO firm SEOBOB.",
   "w_u": "https://chooj.nl/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We stellen elke dag jouw belangrijkste vragen aan ChatGPT, Gemini, Google AI Mode en Google AI Overview",
     "u": "https://chooj.nl/"
    },
    "sources": {
     "v": "yes",
     "q": "Je ziet precies op welke vragen je zichtbaar bent, welke concurrenten domineren en welke bronnen AI vertrouwt.",
     "u": "https://chooj.nl/"
    },
    "content": {
     "v": "partial",
     "q": "Met concrete inzichten verbeter je je content, zodat je stap voor stap vaker, en hoger, in AI-antwoorden verschijnt",
     "u": "https://chooj.nl/"
    },
    "technical": {
     "v": "partial",
     "q": "Een verkeerde instelling, geblokkeerde bots of content die AI niet kan lezen",
     "u": "https://chooj.nl/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://chooj.nl/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://chooj.nl/blogs/"
   },
   "slug": "chooj"
  },
  {
   "n": "Cite AI",
   "u": "https://citehq.ai/",
   "w": "Platform that tracks brand mentions, citations and share of voice across ChatGPT, Gemini, Perplexity and Google AI, for marketing teams and agencies.",
   "w_u": "https://citehq.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cite AI runs your tracked prompts through supported AI platforms and stores the results in a structured way.",
     "u": "https://citehq.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Cite AI shows which domains and URLs appear most often",
     "u": "https://citehq.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Now Live: AI Referrals",
     "u": "https://citehq.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Uncover and organize the high-intent prompts that actually move the needle for your business.",
     "u": "https://citehq.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Scalable plans for agencies managing multiple brands.",
     "u": "https://citehq.ai/"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "slug": "cite-ai"
  },
  {
   "n": "Cited (cited.cc)",
   "u": "https://cited.cc/",
   "w": "AI citation monitoring that records when chosen prompts cite a domain on AI engines, hosted or self hosted, for founders and agencies.",
   "w_u": "https://cited.cc/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cited monitors ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, and Google AI Overviews.",
     "u": "https://cited.cc/"
    },
    "sources": {
     "v": "yes",
     "q": "Every attributable source is saved as a durable record you can revisit, annotate, and export.",
     "u": "https://cited.cc/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "It is built for agencies, consultants, and multi-brand teams.",
     "u": "https://cited.cc/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "cited-cited"
  },
  {
   "n": "CiteLyzer",
   "u": "https://citelyzer.com/",
   "w": "AI visibility tracker with daily answer collection, share of voice, sources and an action list, for companies, freelancers and agencies.",
   "w_u": "https://citelyzer.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Presence in answers, share of voice against competitors, sources and trend in one dashboard",
     "u": "https://citelyzer.com/"
    },
    "sources": {
     "v": "yes",
     "q": "the sources AI cites, so you know where to appear",
     "u": "https://citelyzer.com/"
    },
    "content": {
     "v": "partial",
     "q": "points out what to change on your site",
     "u": "https://citelyzer.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "A ranked list of actions, most important first, including ones beyond your own website.",
     "u": "https://citelyzer.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "we suggest competitors and the questions customers ask AI chats",
     "u": "https://citelyzer.com/"
    },
    "agency": {
     "v": "yes",
     "q": "all their brands sit on one account, in one view",
     "u": "https://citelyzer.com/"
    }
   },
   "hq": "Poland",
   "hq_src": "https://citelyzer.com/terms",
   "read": "2026-11-02",
   "slug": "citelyzer"
  },
  {
   "n": "Citero",
   "u": "https://www.citero.online/",
   "w": "GEO tracking platform that shows brands how ChatGPT, Perplexity, Gemini and Claude describe them, with competitor and source data.",
   "w_u": "https://www.citero.online/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand what AI models say about your brand and track brand mentions 24/7.",
     "u": "https://www.citero.online/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which websites and documents AI engines use as primary references",
     "u": "https://www.citero.online/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "Weekly prioritized action items and brand audits showing how to rank higher in AI responses.",
     "u": "https://www.citero.online/llms.txt"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "See what AI says about your brand across different models and query contexts.",
     "u": "https://www.citero.online/llms.txt"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "citero"
  },
  {
   "n": "Citeus",
   "u": "https://citeus.ai/",
   "w": "Analytics platform that scores brand attention in ChatGPT, Gemini and Claude answers and weights cited sources, for SaaS, agency, fintech and ecommerce teams.",
   "w_u": "https://citeus.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompts run across the major models. We capture every attention signal.",
     "u": "https://citeus.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We identify the most influential sources using Citation Weight Score",
     "u": "https://citeus.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "They get brands and specific products. Track both",
     "u": "https://citeus.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts based on real human",
     "u": "https://citeus.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Measure brand presence across every client account.",
     "u": "https://citeus.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07-14",
    "src": "https://www.linkedin.com/posts/vgradoboev_citeus-is-live-today-irina-luchak-and-activity-7482771436282040321-BaYU"
   },
   "slug": "citeus"
  },
  {
   "n": "comdaily",
   "u": "https://comdaily.ai/en",
   "w": "GEO analytics SaaS plus managed GEO consulting to raise brand visibility and sentiment in AI models.",
   "w_u": "https://comdaily.ai/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure, track, and optimize your GEO performance yourself — from [price] / month.",
     "u": "https://comdaily.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "We develop, optimize, and monitor your GEO visibility — fully managed by our expert team.",
     "u": "https://comdaily.ai/en"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "comdaily GEO Software",
   "hq": "Germany",
   "hq_src": "https://comdaily.ai/en/legal-notice/",
   "founded": 2025,
   "founded_src": "https://www.deutsche-startups.de/2025/12/04/es-ist-wie-im-jahr-2000/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://www.deutsche-startups.de/2025/12/04/es-ist-wie-im-jahr-2000/"
   },
   "slug": "comdaily"
  },
  {
   "n": "Convertos",
   "u": "https://convertos.ai/",
   "w": "Credit based AI visibility snapshots across four AI engines with cited domains, prioritized page fixes and free GEO tools, for brands.",
   "w_u": "https://convertos.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor mentions, citations, and share of voice across ChatGPT, Perplexity, Gemini, and Google AI.",
     "u": "https://convertos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "what sources are cited",
     "u": "https://convertos.ai/"
    },
    "content": {
     "v": "partial",
     "q": "with evidence, Perplexity rank tracking, and page-level GEO fixes",
     "u": "https://convertos.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "The six-step workflow for crawl access, answer blocks, proof, and monthly retesting.",
     "u": "https://convertos.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "convertos"
  },
  {
   "n": "Crecerank",
   "u": "https://crecerank.com/",
   "w": "Spanish-first GEO tool measuring brand visibility in ChatGPT, Gemini, AI Overviews/AI Mode and Perplexity by country, with cited sources and GEO action lists.",
   "w_u": "https://crecerank.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitorea si tu empresa es recomendada por las IAs más importantes (como ChatGPT).",
     "u": "https://crecerank.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Con un clic, accedes al informe completo: la respuesta literal de la IA, las métricas por modelo y las fuentes que citó.",
     "u": "https://crecerank.com/"
    },
    "content": {
     "v": "partial",
     "q": "Contenido listo para publicar",
     "u": "https://crecerank.com/precios/"
    },
    "pr": {
     "v": "partial",
     "q": "Qué oportunidades de prensa o link building existen",
     "u": "https://crecerank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "AGENCIA US[price] /mes ... Marcas: 5",
     "u": "https://crecerank.com/precios/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Uruguay",
   "hq_src": "https://crecerank.com/terminos-de-servicio/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "crecerank"
  },
  {
   "n": "Dabudai",
   "u": "https://dabud.ai/",
   "w": "AI visibility platform showing how ChatGPT and Google AI surfaces mention and recommend a business versus competitors, with expert recommendations.",
   "w_u": "https://dabud.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which ChatGPT and Google AI Overviews prompts are already driving high-intent traffic.",
     "u": "https://dabud.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Media resources analysis",
     "u": "https://dabud.ai/en/pricing"
    },
    "content": {
     "v": "partial",
     "q": "8 AI SEO recommendations per month",
     "u": "https://dabud.ai/en/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies working via White-label",
     "u": "https://dabud.ai/en/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025",
    "src": "https://www.producthunt.com/products/dabudai"
   },
   "slug": "dabudai"
  },
  {
   "n": "DecaGEO",
   "u": "https://decageo.ai/",
   "w": "Weekly public rankings of software brands by how ChatGPT names them, with citation sources and paid plans, for B2B SaaS marketers.",
   "w_u": "https://decageo.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand's AI visibility.",
     "u": "https://decageo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Explore the citation sources behind every recommendation",
     "u": "https://decageo.ai/"
    },
    "content": {
     "v": "partial",
     "q": "use those patterns to guide your content optimization.",
     "u": "https://decageo.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "See a page the way AI reads it. Then get a short list of what to fix first, for free.",
     "u": "https://decageo.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "prioritize the channels and domains worth investing in",
     "u": "https://decageo.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We build category prompts around real buyer needs",
     "u": "https://decageo.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/decageo",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "decageo"
  },
  {
   "n": "DoraRank",
   "u": "https://www.dorarank.com/",
   "w": "Tool that tracks where brands rank on ChatGPT, Perplexity and Claude and shows competitors and suggested actions, sold to brands.",
   "w_u": "https://www.dorarank.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where you rank on ChatGPT, Perplexity, and Claude.",
     "u": "https://www.dorarank.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "get actionable insights to dominate AI search results",
     "u": "https://www.dorarank.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.dorarank.com/about",
   "founded": 2023,
   "founded_src": "https://www.dorarank.com/about",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "dorarank"
  },
  {
   "n": "EchoWi",
   "u": "https://echowi.ai/",
   "w": "GEO platform that audits, tracks and helps brands and agencies improve how they appear and are cited in AI-generated answers.",
   "w_u": "https://echowi.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run real prompts across ChatGPT, Google AI Overview, Google AI Mode, Perplexity and 8 more AI engines. See where you appear, where you don't, and what to do about it.",
     "u": "https://echowi.ai/product/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Tracking: See which domains AI cites when it recommends your competitors. Leverage those sources to increase yours.",
     "u": "https://echowi.ai/product/"
    },
    "content": {
     "v": "partial",
     "q": "Get specific, actionable recommendations to improve your AI presence and win prime answer spots.",
     "u": "https://echowi.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "AI Visibility for Agencies ... EchoWi runs your clients' buying questions repeatedly, per market, and gives you the sources behind each answer",
     "u": "https://echowi.ai/agencies/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Spain",
   "hq_src": "https://echowi.ai/legal-notice/",
   "founded": 2025,
   "founded_src": "https://www.aiworld.eu/story/echowi-tracking-brand-visibility-in-the-age-of-ai",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.linkedin.com/posts/luis-anton-gollonet_echowi-aivisibility-productlaunch-activity-7380847183929114624-KByc"
   },
   "slug": "echowi"
  },
  {
   "n": "Faindly",
   "u": "https://faindly.io",
   "w": "Tool that schedules prompts across AI models and reports brand mentions, sentiment and alerts, sold to companies monitoring their brand.",
   "w_u": "https://faindly.io",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand mentions across OpenAI, Claude, Gemini, and other major AI models in real-time.",
     "u": "https://faindly.io"
    },
    "sources": {
     "v": "partial",
     "q": "Track citations and mentions in AI-powered search results",
     "u": "https://faindly.io"
    },
    "content": {
     "v": "partial",
     "q": "Growth Insights: Identify opportunities to improve your brand presence",
     "u": "https://faindly.io"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "White-label options",
     "u": "https://faindly.io/pricing"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "slug": "faindly"
  },
  {
   "n": "FAIV™",
   "u": "https://foraivisibility.com/en",
   "w": "Sells a free AI self check, audits and managed monthly AI visibility retainers, plus citation tracking and client portals, to brands, media and agencies.",
   "w_u": "https://foraivisibility.com/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "FAIV™ analyzes in seconds how ChatGPT, Gemini, Claude, Perplexity and Grok describe your brand.",
     "u": "https://foraivisibility.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "CITE™ measures how often and in what context AI engines cite you as a source",
     "u": "https://foraivisibility.com/en"
    },
    "content": {
     "v": "partial",
     "q": "Monitoring, improvements and monthly call included.",
     "u": "https://foraivisibility.com/en/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Centralize intelligence for all your clients in a portal with your identity.",
     "u": "https://foraivisibility.com/en/vista"
    }
   },
   "product": "FAIV",
   "hq": "Spain",
   "hq_src": "https://foraivisibility.com/en/privacy-terms",
   "founded": 2023,
   "founded_src": "https://es.linkedin.com/posts/foraivisibility_ia-ai-artificialintelligence-activity-7327409546631507968-qvSd",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "faivtm"
  },
  {
   "n": "fetchme.ai",
   "u": "https://fetchme.ai/",
   "w": "Sells a platform that measures how AI assistants mention and recommend brands and products, with GEO recommendations, to ecommerce brands and agencies.",
   "w_u": "https://fetchme.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Gemini, Claude & more describe your brand",
     "u": "https://fetchme.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identifies which data sources each AI provider prioritizes and how they synthesize information",
     "u": "https://fetchme.ai/pricing"
    },
    "content": {
     "v": "partial",
     "q": "Get actionable steps to boost your visibility and drive more leads",
     "u": "https://fetchme.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "AI visibility and product intelligence",
     "u": "https://fetchme.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies & enterprises at scale.",
     "u": "https://fetchme.ai/pricing"
    }
   },
   "product": "fetchme",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "fetchme-ai"
  },
  {
   "n": "FoxRadar",
   "u": "https://getfoxradar.com/",
   "w": "Daily tracker of brand mentions in ChatGPT, Gemini and Grok with competitor alerts and a weekly action list, for businesses and agencies.",
   "w_u": "https://getfoxradar.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "were you mentioned? By which AI? How often?",
     "u": "https://getfoxradar.com/"
    },
    "sources": {
     "v": "partial",
     "q": "ChatGPT is citing your competitors' blog content in recommendations.",
     "u": "https://getfoxradar.com/"
    },
    "content": {
     "v": "partial",
     "q": "The fox tells you exactly what content will make AI mention your brand more often",
     "u": "https://getfoxradar.com/"
    },
    "technical": {
     "v": "partial",
     "q": "The AI Advisor told us to rewrite our homepage and update our schema.",
     "u": "https://getfoxradar.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "offer clients AI visibility tracking",
     "u": "https://getfoxradar.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "foxradar"
  },
  {
   "n": "GEEKY AIQ",
   "u": "https://geekyaiq.com/",
   "w": "AI search visibility tool that tracks how AI mentions and recommends a business.",
   "w_u": "https://geekyaiq.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI sees, mentions and recommends your business.",
     "u": "https://geekyaiq.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Identifies the websites, reviews and articles AI pulls from when forming its answers, so you know what actually shapes them.",
     "u": "https://geekyaiq.com/"
    },
    "content": {
     "v": "partial",
     "q": "Turns every visibility gap into a clear, prioritized next step, so your team always knows exactly what to work on.",
     "u": "https://geekyaiq.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "geeky-aiq"
  },
  {
   "n": "GEO AIO Tracker",
   "u": "https://geoaiotracker.com/",
   "w": "Sells a Japanese tool that tracks brand recommendations on four AI engines, analyzes cited domains and proposes improvement actions, to companies.",
   "w_u": "https://geoaiotracker.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "あなたのブランドのAI推薦状況を可視化し、改善アクションまで提案します。",
     "u": "https://geoaiotracker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "AIが引用しているソースURLを自動抽出",
     "u": "https://geoaiotracker.com/"
    },
    "content": {
     "v": "partial",
     "q": "「どういうコンテンツを作ればいいか」が具体的にわかります。",
     "u": "https://geoaiotracker.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "競合が対策してこないドメインに気づくことができます。",
     "u": "https://geoaiotracker.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Japan",
   "hq_src": "https://geoaiotracker.com/tokushoho",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geo-aio-tracker"
  },
  {
   "n": "GEO Metrics",
   "u": "https://www.trygeometrics.com/",
   "w": "GEO platform that tracks where a brand ranks for prompts across ChatGPT, Gemini, Claude, Perplexity, Copilot and others, with recommendations and an agency program.",
   "w_u": "https://www.trygeometrics.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover where your brand ranks for any prompt in ChatGPT, Gemini, Claude, Perplexity, Copilot, DeepSeek, and others.",
     "u": "https://www.trygeometrics.com/"
    },
    "content": {
     "v": "partial",
     "q": "Analytics, Insights & GEO Content",
     "u": "https://www.trygeometrics.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "content gaps, influencers, AI traffic analytics, link building",
     "u": "https://www.trygeometrics.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Put GEO under your brand with your pricing, margins and client relationship intact.",
     "u": "https://www.trygeometrics.com/agency-program"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Spain",
   "hq_src": "https://es.linkedin.com/company/llmo-metrics",
   "founded": 2025,
   "founded_src": "https://es.linkedin.com/company/llmo-metrics",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://es.linkedin.com/posts/nico-bignu_seo-ia-marketingdigital-activity-7306267236493631489-ccQ_"
   },
   "slug": "geo-metrics"
  },
  {
   "n": "Geometrika",
   "u": "https://geometrika.dev/en",
   "w": "AI and LLM search analytics: tracks citations of your site in Google AI Overviews, Yandex AI, ChatGPT, Claude, Gemini, Grok and Perplexity.",
   "w_u": "https://geometrika.dev/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Claude, Gemini, Grok, and Perplexity cite your content. Track every mention across the most important AI assistants.",
     "u": "https://geometrika.dev/en"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor citations across Google AI Overviews, Yandex, ChatGPT, Claude, Gemini, Grok, and Perplexity.",
     "u": "https://geometrika.dev/en"
    },
    "content": {
     "v": "partial",
     "q": "Use data-driven insights to improve content and boost visibility in AI systems.",
     "u": "https://geometrika.dev/en"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "We partnered with Geometrika as our AI visibility platform. This allowed us to offer comprehensive AI search audits, competitor analysis, and ongoing optimization services to clients.",
     "u": "https://geometrika.dev/en"
    },
    "prompts": {
     "v": "partial",
     "q": "keyword clustering",
     "u": "https://geometrika.dev/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://geometrika.dev/en",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.einpresswire.com/article/859057082/generative-engine-optimization-geo-the-geometrika-platform-now-measures-brand-visibility-in-ai-search"
   },
   "slug": "geometrika"
  },
  {
   "n": "GeoMonitor",
   "u": "https://geomonitor.ai/",
   "w": "Software that scans ChatGPT, Claude and Perplexity for product mentions and gives a GEO score, for product companies.",
   "w_u": "https://geomonitor.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, ranking position, sentiment, and the actions needed to become more visible.",
     "u": "https://geomonitor.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "cite the right context",
     "u": "https://geomonitor.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Track mentions, ranking position, sentiment, and the actions needed to become more visible.",
     "u": "https://geomonitor.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "geomonitor"
  },
  {
   "n": "GEOrank (usegeorank.com)",
   "u": "https://usegeorank.com/",
   "w": "Software that monitors brand mentions across AI engines and gives an AI Presence Score, for brand, SEO and growth teams and agencies.",
   "w_u": "https://usegeorank.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions across 6 AI engines in real time",
     "u": "https://usegeorank.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "get actionable recommendations to improve your AI Presence Score",
     "u": "https://usegeorank.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GEOrank automatically discovers your key competitors and relevant AI search prompts.",
     "u": "https://usegeorank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients.",
     "u": "https://usegeorank.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "georank-usegeorank"
  },
  {
   "n": "Georanks",
   "u": "https://georanks.app/",
   "w": "Platform described as tracking brand presence in AI answers and optimizing for LLMs such as ChatGPT, Claude and Perplexity.",
   "w_u": "https://georanks.app/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI brand presence, optimize for LLMs like ChatGPT, Claude, and Perplexity",
     "u": "https://georanks.app/"
    },
    "sources": {
     "v": "partial",
     "q": "Track where AI models cite your content",
     "u": "https://georanks.app/"
    },
    "content": {
     "v": "partial",
     "q": "optimize for LLMs like ChatGPT, Claude, and Perplexity",
     "u": "https://georanks.app/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Ranks",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "georanks"
  },
  {
   "n": "GEOScore",
   "u": "https://geoscore.app/",
   "w": "Software that shows how ChatGPT, Google AI, Gemini and Copilot describe a brand, who they recommend, and which prompts and content to prioritize.",
   "w_u": "https://geoscore.app/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Google AI, Gemini and Copilot talk about your brand",
     "u": "https://geoscore.app/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "which prompts and content are worth your focus",
     "u": "https://geoscore.app/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "which prompts and content are worth your focus",
     "u": "https://geoscore.app/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-22",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/geoscore_stop-guessing-start-dominating-in-the-activity-7405196041261694976-h4PF"
   },
   "slug": "geoscore"
  },
  {
   "n": "GEOscore AI",
   "u": "https://getgeoscoreai.com",
   "w": "Free and paid brand scan that asks ChatGPT, Claude and Gemini category questions and returns a score and action plan for founders and marketers.",
   "w_u": "https://getgeoscoreai.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We simultaneously ask ChatGPT, Claude, and Gemini 20+ query variations of your category.",
     "u": "https://getgeoscoreai.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "7-step action plan: what to publish & where",
     "u": "https://getgeoscoreai.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDF reports",
     "u": "https://getgeoscoreai.com"
    }
   },
   "hq": "India",
   "hq_src": "https://getgeoscoreai.com/about",
   "founded": 2026,
   "founded_src": "https://getgeoscoreai.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://getgeoscoreai.com/about"
   },
   "slug": "geoscore-ai"
  },
  {
   "n": "GetMentioned",
   "u": "https://www.getmentioned.co/",
   "w": "AI search visibility platform that runs tracked prompts daily in ChatGPT, Perplexity and Gemini and maps mentions, perception and cited sources.",
   "w_u": "https://www.getmentioned.co/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each prompt runs every day across ChatGPT, Perplexity, and Gemini in the markets and languages you choose",
     "u": "https://www.getmentioned.co/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "We map every domain and URL cited in your category. Who's influencing AI answers, who owns those sources, and where the authority gaps are.",
     "u": "https://www.getmentioned.co/"
    },
    "content": {
     "v": "partial",
     "q": "Every week you receive a personalized email highlighting biggest visibility changes (up or down), new competitor movements, specific optimization opportunities",
     "u": "https://www.getmentioned.co/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For global brands and agencies. Get unlimited prompts, white-label reporting, and multi-brand management.",
     "u": "https://www.getmentioned.co/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Poland",
   "hq_src": "https://linkedin.com/company/getmentioned",
   "founded": 2019,
   "founded_src": "https://linkedin.com/company/getmentioned",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/getmentionedco_we-just-shipped-prompt-tagging-in-getmentioned-activity-7361397384305635329-pH0E"
   },
   "slug": "getmentioned"
  },
  {
   "n": "Glasa",
   "u": "https://glasa.ai/",
   "w": "AI search visibility tracker for businesses, marketing teams and agencies that records answers, brand mentions, competitors and cited sources.",
   "w_u": "https://glasa.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions in AI answers to the questions that matter to your market.",
     "u": "https://glasa.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the sources cited in the AI answers you track.",
     "u": "https://glasa.ai/"
    },
    "content": {
     "v": "partial",
     "q": "AI agent readiness checker ... a free check of how well a website serves AI crawlers and agents, with a prompt that fixes what failed.",
     "u": "https://glasa.ai/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "AI agent readiness check",
     "u": "https://glasa.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Review suggested topics and questions, or add your own.",
     "u": "https://glasa.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Keep client projects separate",
     "u": "https://glasa.ai/"
    }
   },
   "read": "2026-11-02",
   "slug": "glasa"
  },
  {
   "n": "Growl",
   "u": "https://growl-ai.com/",
   "w": "AI visibility checker for local and B2B small businesses that asks Google's AI customer questions and shows the answer and named businesses.",
   "w_u": "https://growl-ai.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask Google's AI the question a real customer would actually type, then show you its actual answer, word for word.",
     "u": "https://growl-ai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "the pages the AI cited opened and scored against your site",
     "u": "https://growl-ai.com/"
    },
    "content": {
     "v": "partial",
     "q": "it also writes 3 ready-to-paste marketing actions",
     "u": "https://growl-ai.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "/agency",
     "u": "https://growl-ai.com/tokushoho"
    }
   },
   "hq": "Japan",
   "hq_src": "https://growl-ai.com/tokushoho",
   "read": "2026-11-02",
   "slug": "growl"
  },
  {
   "n": "GUZU",
   "u": "https://guzu.ai/",
   "w": "AI brand visibility tracker for ChatGPT, Perplexity, Gemini, Claude, Grok and AI Overviews, with an MCP server.",
   "w_u": "https://guzu.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor when and how AI platforms mention your brand. Get instant alerts when you're cited in AI responses.",
     "u": "https://guzu.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "gap_analysis | Where the brand is missing from AI answers — opportunity domains, content-type mix, and citation gaps",
     "u": "https://github.com/Arashnilu/guzu-mcp"
    },
    "content": {
     "v": "partial",
     "q": "Get AI-powered suggestions to improve your brand's visibility. Discover what content drives more citations.",
     "u": "https://guzu.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Free GEO Audit",
     "u": "https://guzu.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Malaysia",
   "hq_src": "https://www.openpr.com/news/4610621/guzu-introduces-geo-audit-to-help-brands-understand-their",
   "founded": 2025,
   "founded_src": "https://guzu.ai/about",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "guzu"
  },
  {
   "n": "heeb",
   "u": "https://heeb.ai/",
   "w": "Developer API that sends one prompt to multiple LLMs and returns brand mentions, sentiment, citations and visibility scores as JSON.",
   "w_u": "https://heeb.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether a brand is mentioned and how each model classifies its sentiment.",
     "u": "https://heeb.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Extract source and citation objects behind AI-generated content for reporting.",
     "u": "https://heeb.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Turn insights into next steps with recommended targets and content opportunities.",
     "u": "https://heeb.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "heeb LLM Mentions API",
   "hq": "Oman",
   "hq_src": "https://heeb.ai/privacy",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://hn.algolia.com/api/v1/items/45784759"
   },
   "slug": "heeb-llm-mentions-api"
  },
  {
   "n": "Highlighted",
   "u": "https://highlighted.ai/",
   "w": "AI visibility tracker that runs your prompts daily in ChatGPT and Google AI Overviews and reports brand visibility versus competitors.",
   "w_u": "https://highlighted.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run your prompts on various AI models and track how often your brand shows up in responses.",
     "u": "https://highlighted.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Get insights on how to improve",
     "u": "https://highlighted.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency [price] / month ... Unlimited users & workspaces ... White-label reporting",
     "u": "https://highlighted.ai/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Highlighted.ai",
   "hq": "United States",
   "hq_src": "https://highlighted.ai/terms-of-service/",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-04",
    "src": "https://highlighted.ai/roadmap/"
   },
   "slug": "highlighted-ai"
  },
  {
   "n": "influenceAl",
   "u": "https://influenceai.ai/",
   "w": "Enterprise platform that audits, monitors and shapes how AI assistants describe a brand, sold by annual subscription.",
   "w_u": "https://influenceai.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how AI recommendations, sentiment, positioning, and visibility evolve across leading AI platforms and real buyer prompts.",
     "u": "https://influenceai.ai/ai-narrative-control"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which citations, outdated pages, third-party sources, competitor assets, and missing authority signals influence AI-generated responses.",
     "u": "https://influenceai.ai/ai-brand-monitoring"
    },
    "content": {
     "v": "partial",
     "q": "Deploy proprietary AI agents and LLM-to-LLM narrative intelligence to reinforce accurate brand signals",
     "u": "https://influenceai.ai/ai-narrative-control"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://influenceai.ai/terms-of-service",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "influenceal"
  },
  {
   "n": "inlets.ai",
   "u": "https://petal-ai.ca/",
   "w": "AI visibility monitoring and diagnosis software for brands, agencies and service firms, including tracking of individual practitioners.",
   "w_u": "https://petal-ai.ca/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Petal AI tracks your brand's visibility across ChatGPT, Gemini, and more",
     "u": "https://petal-ai.ca/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which web sources, directories, and publications are informing what AI says about your brand",
     "u": "https://petal-ai.ca/"
    },
    "content": {
     "v": "partial",
     "q": "14 gap types across retrieval, content, and third-party authority",
     "u": "https://petal-ai.ca/"
    },
    "technical": {
     "v": "partial",
     "q": "Agent Profile Pages Blocked from AI Crawlers",
     "u": "https://petal-ai.ca/"
    },
    "pr": {
     "v": "partial",
     "q": "14 gap types across retrieval, content, and third-party authority",
     "u": "https://petal-ai.ca/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We run the queries your clients actually ask",
     "u": "https://petal-ai.ca/"
    },
    "agency": {
     "v": "yes",
     "q": "Client workspace management (agencies)",
     "u": "https://petal-ai.ca/"
    }
   },
   "product": "Petal AI",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "inlets-ai"
  },
  {
   "n": "Intelexus",
   "u": "https://intelexus.co/",
   "w": "Market intelligence workspace for brands covering AI recommendations, buyer conversations on Reddit and X, search demand and competitor changes.",
   "w_u": "https://intelexus.co/llms.txt",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand performs across ChatGPT, Claude, Gemini and Perplexity, including mentions, citations, sentiment, share of voice",
     "u": "https://intelexus.co/blog/who-needs-ai-visibility-tracking-right-now/"
    },
    "sources": {
     "v": "yes",
     "q": "Track mentions, citations, sentiment, and share of voice across ChatGPT, Claude, Gemini, and Perplexity.",
     "u": "https://intelexus.co/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Intelexus also connects those signals to site readiness and prioritized opportunities",
     "u": "https://intelexus.co/blog/who-needs-ai-visibility-tracking-right-now/"
    },
    "pr": {
     "v": "partial",
     "q": "what buyers ask on Reddit and X",
     "u": "https://intelexus.co/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Kenya",
   "hq_src": "https://www.linkedin.com/company/intelexus",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/intelexus",
   "tier": 4,
   "read": "2026-10-22",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/johnmuange_ai-businessintelligence-saas-activity-7488935081013841920-9Ly0"
   },
   "slug": "intelexus"
  },
  {
   "n": "Japanly AEO",
   "u": "https://japanly.app/en",
   "w": "Monthly monitoring for brands of how ChatGPT, Claude and Gemini answer about them in Japanese, scored on citation rate and tone.",
   "w_u": "https://japanly.app/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Five Japanese-language questions across ChatGPT, Claude and Gemini, scored on citation rate, Keigo & Tone Fit and citation structure.",
     "u": "https://japanly.app/en"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://japanly.app/terms",
   "read": "2026-11-02",
   "slug": "japanly-aeo"
  },
  {
   "n": "Klara AI",
   "u": "https://tryklara.com/",
   "w": "AI visibility analysis for brands that scores how AI systems recommend them, with tracking and blog content generation plans.",
   "w_u": "https://tryklara.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track GPT-5, GPT-4o, Google AI, Claude, Gemini and Perplexity",
     "u": "https://tryklara.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Unlimited prompt tracking and blog agent content generation",
     "u": "https://tryklara.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "klara-ai"
  },
  {
   "n": "Kodo",
   "u": "https://kodo-ai.com/",
   "w": "Checks whether AI assistants recommend a local small business and gives plain English fixes, for shop owners on monthly plans.",
   "w_u": "https://kodo-ai.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We check ChatGPT, Gemini, Claude, Grok, and a few other places",
     "u": "https://kodo-ai.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation health across the top 20 directories",
     "u": "https://kodo-ai.com/"
    },
    "content": {
     "v": "partial",
     "q": "automated posts",
     "u": "https://kodo-ai.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies",
     "u": "https://kodo-ai.com/"
    }
   },
   "founded": 2026,
   "founded_src": "https://kodo-ai.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kodo"
  },
  {
   "n": "KOZO PULSE",
   "u": "https://kozopulse.com/",
   "w": "Brand intelligence for marketers that tracks brands across AI assistants; the site now shows only a rebuild notice.",
   "w_u": "https://kozopulse.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracking their brand across various categories such as ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, Llama, and DeepSeek",
     "u": "https://www.linkedin.com/company/kozopulse"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "15 tracked Pulses",
     "u": "https://kozopulse.com/pricing"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "KozoPulse",
   "hq": "GB",
   "hq_src": "https://www.linkedin.com/company/kozopulse",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/kozopulse",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "kozo-pulse"
  },
  {
   "n": "Lettertrace",
   "u": "https://lettertrace.com/",
   "w": "Hosted and self-hosted monitor for AEO and GEO teams that measures how often AI assistants mention a brand, using the user's own keys.",
   "w_u": "https://lettertrace.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Lettertrace measures how often Claude, ChatGPT, and Gemini mention your company.",
     "u": "https://lettertrace.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Turn one topic into dozens of natural prompts automatically, no manual prompt-writing.",
     "u": "https://lettertrace.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "lettertrace"
  },
  {
   "n": "LLM Scout",
   "u": "https://llmscout.co/",
   "w": "Tracks buyer prompts across ChatGPT, Claude, Gemini and Perplexity to show brand mentions, citations and competitors weekly.",
   "w_u": "https://llmscout.co/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where your brand appears in AI responses across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews.",
     "u": "https://llmscout.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Top Referenced Pages: Know which pages and prompts models pick most often.",
     "u": "https://llmscout.co/"
    },
    "content": {
     "v": "partial",
     "q": "Recommendations & content gaps",
     "u": "https://llmscout.co/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency ... For agencies delivering AI visibility tracking, benchmarking, and reporting across multiple clients. ... Unlimited clients",
     "u": "https://llmscout.co/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Auto Prompt Discovery",
     "u": "https://llmscout.co/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://llmscout.co/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "llm-scout"
  },
  {
   "n": "LLMboost",
   "u": "https://llmboost.ai/en",
   "w": "White label platform that monitors brand presence across AI search platforms, for agencies, consultants, resellers and businesses.",
   "w_u": "https://llmboost.ai/en/product",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover how our AI-powered platform monitors, analyzes, and optimizes your brand presence across AI search platforms.",
     "u": "https://llmboost.ai/en/product"
    },
    "sources": {
     "v": "yes",
     "q": "Top Sources",
     "u": "https://llmboost.ai/en"
    },
    "content": {
     "v": "partial",
     "q": "Overview | Prompts | Sources | Competitors | Recommendations",
     "u": "https://llmboost.ai/en"
    },
    "technical": {
     "v": "partial",
     "q": "Technical health and AI visibility actions for",
     "u": "https://llmboost.ai/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Volume",
     "u": "https://llmboost.ai/en"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies scaling white-label AI monitoring across many clients",
     "u": "https://llmboost.ai/en/pricing"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://medium.com/@cybrient/meet-llmboost-the-geo-platform-helping-agencies-stay-visible-in-the-age-of-ai-search-408a0e0f15ff",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://medium.com/@cybrient/meet-llmboost-the-geo-platform-helping-agencies-stay-visible-in-the-age-of-ai-search-408a0e0f15ff"
   },
   "slug": "llmboost"
  },
  {
   "n": "LLMConsole",
   "u": "https://llmconsole.com/",
   "w": "Compares how likely LLMs are to recommend your brand versus competitors and monitors prompt rankings.",
   "w_u": "https://llmconsole.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "monitor your brand or your product ranking ... 50 prompts to monitor ... All major LLMs (OpenAI, Anthropic, Google, Perplexity)",
     "u": "https://llmconsole.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Monitoring and suggestions on ranking with LLMs (soon)",
     "u": "https://llmconsole.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://news.ycombinator.com/item?id=43386921"
   },
   "slug": "llmconsole"
  },
  {
   "n": "LLMEO",
   "u": "https://llmeo.app/",
   "w": "AI brand monitoring that tracks your brand and competitors across ChatGPT, Claude, Gemini and Perplexity and surfaces content gaps.",
   "w_u": "https://llmeo.app/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Multi-Model Monitoring: Track your brand across ChatGPT, Claude, Gemini, and Perplexity in real-time.",
     "u": "https://llmeo.app/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Identify gaps in how LLMs talk about your industry and optimize topics to make your brand the go-to answer in AI-generated results.",
     "u": "https://llmeo.app/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Tailored plans for agencies & enterprises ... Unlimited Projects",
     "u": "https://llmeo.app/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "LLMEO - Prepare your store for agentic commerce",
     "u": "https://apps.shopify.com/llmeo-app"
    }
   },
   "hq": "India",
   "hq_src": "https://apps.shopify.com/llmeo-app",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://llmeo.app/llmeo-more-than-just-a-concept"
   },
   "slug": "llmeo"
  },
  {
   "n": "LLMMonitor",
   "u": "https://llmmonitor.io/",
   "w": "Tool that monitors brand mentions, sentiment and citations across AI models, for marketing teams and agencies.",
   "w_u": "https://llmmonitor.io/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand visibility across ChatGPT, Gemini, Claude and Perplexity",
     "u": "https://llmmonitor.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover exactly which sources AI uses when talking about your brand.",
     "u": "https://llmmonitor.io/"
    },
    "content": {
     "v": "partial",
     "q": "20 checks across discovery, structure, content, technical, and rendering.",
     "u": "https://llmmonitor.io/"
    },
    "technical": {
     "v": "partial",
     "q": "20 checks across discovery, structure, content, technical, and rendering.",
     "u": "https://llmmonitor.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Full visibility for agencies & power users.",
     "u": "https://llmmonitor.io/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llmmonitor"
  },
  {
   "n": "Loamly",
   "u": "https://www.loamly.ai/",
   "w": "Sells AI recommendation audit reports and a monitoring platform that tracks AI referred visitors, for B2B and ecommerce brands.",
   "w_u": "https://www.loamly.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your visibility score across every major AI platform, measured across 50+ real buyer queries.",
     "u": "https://www.loamly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We trace the 3-5 third-party sources that actually drive AI recommendations",
     "u": "https://www.loamly.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Create definitive comparison page",
     "u": "https://www.loamly.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Track AI-referred visitors in real time.",
     "u": "https://www.loamly.ai/platform"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed on G2 with 10+ reviews",
     "u": "https://www.loamly.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For Agencies",
     "u": "https://www.loamly.ai/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://www.loamly.ai/blog/how-we-built-ai-visibility-analytics-tool-4-5-months-solo-founder",
   "founded": 2025,
   "founded_src": "https://www.loamly.ai/blog/how-we-built-ai-visibility-analytics-tool-4-5-months-solo-founder",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.indiehackers.com/post/launched-loamly-today-ai-brand-monitoring-traffic-detection-open-source-5a22a72a22"
   },
   "slug": "loamly"
  },
  {
   "n": "Local AI Registry",
   "u": "https://localairegistry.com/",
   "w": "Free registry that scores local businesses on whether AI assistants name them, with industry rankings, for US local businesses.",
   "w_u": "https://localairegistry.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Whether ChatGPT, Gemini and Perplexity name you when asked — and for the right service.",
     "u": "https://localairegistry.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Whether you appear in the results AI retrieves and cites",
     "u": "https://localairegistry.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Whether your pages stay fresh and machine-readable, with clean schema.",
     "u": "https://localairegistry.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies",
     "u": "https://localairegistry.com/"
    }
   },
   "hq": "United States",
   "hq_src": "https://localairegistry.com/journal/local-ai-registry-launch",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/local-ai-registry",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://wireapp.newsfilecorp.com/release/311447/Local-AI-Registry-Launches-First-Public-Registry-of-AI-Business-Recommendations"
   },
   "slug": "local-ai-registry"
  },
  {
   "n": "MagicGEO",
   "u": "https://magicgeo.ai/",
   "w": "Platform for SEO intelligence, GEO optimization and entity engineering, with LLM citation tracking, for businesses and agencies.",
   "w_u": "https://magicgeo.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether LLMs cite your brand in AI-generated answers.",
     "u": "https://magicgeo.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Optimize for generative engines — ChatGPT, Gemini, Perplexity, and more.",
     "u": "https://magicgeo.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Large businesses & agencies",
     "u": "https://magicgeo.ai/"
    }
   },
   "product": "Magicgeo.ai",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "magicgeo"
  },
  {
   "n": "MentionDesk",
   "u": "https://mentiondesk.com/",
   "w": "Answer engine optimization tool that tracks brand mentions, positions and cited sources across AI platforms daily and ranks fixes in an Action Center.",
   "w_u": "https://mentiondesk.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand’s mentions, ranking positions, and reach every day",
     "u": "https://mentiondesk.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Intelligence: Understand which sources drive your brand’s and competitors’ visibility across AI platforms",
     "u": "https://mentiondesk.com/"
    },
    "content": {
     "v": "partial",
     "q": "Each week, the Action Center turns that data into a short, ranked plan of what to fix first.",
     "u": "https://mentiondesk.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "mentiondesk"
  },
  {
   "n": "Mentionify",
   "u": "https://mentionify.ai",
   "w": "AI visibility tracker that asks ChatGPT, Gemini and Claude buyer questions and reports brand mentions, rank and cited sources, for marketing teams.",
   "w_u": "https://mentionify.ai",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every answer is scored for presence, visibility, ranking, tone, and which sources the model grounded on.",
     "u": "https://mentionify.ai"
    },
    "sources": {
     "v": "yes",
     "q": "The exact web sources the model grounded on",
     "u": "https://mentionify.ai"
    },
    "content": {
     "v": "partial",
     "q": "Track trends, compare competitors, and get the concrete recommendations that lift your share of AI answers.",
     "u": "https://mentionify.ai"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "USA",
   "hq_src": "https://mentionify.ai/about",
   "founded": 2019,
   "founded_src": "https://mentionify.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.webdisclosure.com/press-release/alpaca-launches-mentionify-generative-engine-optimization-platform-and-stock-option-plan-HWHUClONFNv"
   },
   "slug": "mentionify"
  },
  {
   "n": "MentionPop",
   "u": "https://mentionpop.com",
   "w": "AI visibility tracker for SaaS, websites and local businesses that samples ChatGPT, Gemini and Google AI answers weekly and recommends actions.",
   "w_u": "https://mentionpop.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when AI answers mention your brand, which sources they cite, and which competitors appear instead.",
     "u": "https://mentionpop.com"
    },
    "sources": {
     "v": "yes",
     "q": "Which pages and domains support the answer, including whether your own website earns the citation.",
     "u": "https://mentionpop.com"
    },
    "content": {
     "v": "partial",
     "q": "then recommends prioritized content, schema, and citation actions.",
     "u": "https://mentionpop.com"
    },
    "technical": {
     "v": "partial",
     "q": "AI crawler access baseline",
     "u": "https://mentionpop.com"
    },
    "pr": {
     "v": "partial",
     "q": "earn supporting mentions from sources already trusted for this prompt.",
     "u": "https://mentionpop.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label weekly report under your own name",
     "u": "https://mentionpop.com"
    }
   },
   "hq": "India",
   "hq_src": "https://hunted.space/product/mentionpop",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.producthunt.com/products/mentionpop"
   },
   "slug": "mentionpop"
  },
  {
   "n": "Metrix.AI",
   "u": "https://www.metrixai.de/",
   "w": "AI visibility analytics for marketing teams, agencies and creators, tracking brand mentions, citations and persona based prompts.",
   "w_u": "https://www.metrixai.de/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how visible your brand and products are across AI-generated answers with the Metrix.AI Visibility Score.",
     "u": "https://www.metrixai.de/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand which links and domains shape AI-generated answers.",
     "u": "https://www.metrixai.de/"
    },
    "content": {
     "v": "partial",
     "q": "refine your content strategy for AI-driven searches",
     "u": "https://www.metrixai.de/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "strengthen your content and digital PR impact in AI platforms.",
     "u": "https://www.metrixai.de/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Effortlessly generate tailored prompts for any keyword, brand, or product with no manual setup required.",
     "u": "https://www.metrixai.de/"
    },
    "agency": {
     "v": "yes",
     "q": "For large agencies and enterprises handling multiple brands, our Enterprise Plan provides the ultimate AI visibility solution.",
     "u": "https://www.metrixai.de/pricing"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.metrixai.de/imprint",
   "read": "2026-11-02",
   "slug": "metrix-ai"
  },
  {
   "n": "NUDG3",
   "u": "https://www.nudg3.ai/",
   "w": "AI search monitoring software for brand teams and marketing agencies that reports visibility, sentiment, citation sources and competitor position across AI models.",
   "w_u": "https://www.nudg3.ai/llms.txt",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor, measure, and optimise how your brand appears across ChatGPT, Gemini, Perplexity, and Claude.",
     "u": "https://www.nudg3.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the exact websites, articles, and data sources each AI model draws from when forming opinions about your brand.",
     "u": "https://www.nudg3.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Receive prioritised recommendations to improve your brand's AI presence, from content gaps to technical fixes.",
     "u": "https://www.nudg3.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Inject explicit pricing schema into root /pricing",
     "u": "https://www.nudg3.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Submit updated press releases to Tier-1 media",
     "u": "https://www.nudg3.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "It is a software-as-a-service platform for brand teams and marketing agencies.",
     "u": "https://www.nudg3.ai/llms.txt"
    }
   },
   "hq": "South Africa",
   "hq_src": "https://de.linkedin.com/company/nudg3",
   "founded": 2025,
   "founded_src": "https://de.linkedin.com/company/nudg3",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "nudg3"
  },
  {
   "n": "Onsomble",
   "u": "https://www.onsomble.ai/",
   "w": "AI perception platform: compares AI answers, narratives and cited sources about brands, topics and issues across platforms, locations and time.",
   "w_u": "https://www.onsomble.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand shows up in AI answers",
     "u": "https://www.onsomble.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the pages AI cites when discussing your brand and competitors.",
     "u": "https://www.onsomble.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Optimize docs hub for Perplexity and ChatGPT citation format",
     "u": "https://www.onsomble.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Develop outreach brief for G2 and Capterra review generation",
     "u": "https://www.onsomble.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "One workspace for your client portfolio.",
     "u": "https://www.onsomble.ai/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt tracking | Compare AI answers across platforms and markets",
     "u": "https://www.onsomble.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "New Zealand",
   "hq_src": "https://www.onsomble.ai/imprint",
   "founded": 2026,
   "founded_src": "https://www.onsomble.ai/company/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "onsomble"
  },
  {
   "n": "Peekl",
   "u": "https://peekl.io/",
   "w": "Checks whether ChatGPT, Gemini and Claude recommend a local business, who they name instead and which sources, with a ranked fix plan.",
   "w_u": "https://peekl.io/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "15 questions, 3 assistants, 3 runs each: 135 answers per audit, every cited source recorded.",
     "u": "https://peekl.io/"
    },
    "sources": {
     "v": "yes",
     "q": "The businesses picked instead of you, the sources putting them there, and the questions they win",
     "u": "https://peekl.io/"
    },
    "content": {
     "v": "partial",
     "q": "a ranked plan of up to 12 fixes made for your business",
     "u": "https://peekl.io/"
    },
    "pr": {
     "v": "partial",
     "q": "the exact sources to get listed on, the profile gaps to close",
     "u": "https://peekl.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Sell AI visibility to your clients",
     "u": "https://peekl.io/partners"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://peekl.io/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "peekl"
  },
  {
   "n": "PerceptionX",
   "u": "https://www.perceptionx.ai/",
   "w": "Employer reputation platform that measures what AI tells job candidates about an employer and the sources behind it, for talent teams.",
   "w_u": "https://www.perceptionx.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure what AI tells candidates about you.",
     "u": "https://www.perceptionx.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We measure the answer, trace it to every source behind it, and give you the plan to change it.",
     "u": "https://www.perceptionx.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Publish region-specific employee stories to close the narrative gap.",
     "u": "https://www.perceptionx.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Your employees, alumni and candidates share their experience in the places that carry weight.",
     "u": "https://www.perceptionx.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "perceptionx"
  },
  {
   "n": "PickedByAI",
   "u": "https://pickedby.ai/",
   "w": "Free AI visibility score with prioritized fixes that shows whether AI models recommend a product, aimed at digital product creators, in beta.",
   "w_u": "https://pickedby.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We probe how often each model names your product when asked about your category",
     "u": "https://pickedby.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "the specific posts, listings, and citation patterns that move your score the most",
     "u": "https://pickedby.ai/"
    },
    "content": {
     "v": "partial",
     "q": "state exactly what it does, who it's for, when to use it",
     "u": "https://pickedby.ai/faq/"
    },
    "technical": {
     "v": "partial",
     "q": "Tools tab in Dashboard auto-generates them",
     "u": "https://pickedby.ai/faq/"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit threads, YouTube reviews, blog posts, comparison articles",
     "u": "https://pickedby.ai/faq/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "pickedby.ai",
   "hq": "South Korea",
   "hq_src": "https://pickedby.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://pickedby.ai/about"
   },
   "slug": "pickedbyai"
  },
  {
   "n": "PolarJay",
   "u": "https://polarjay.com/en",
   "w": "AI visibility tool that asks AI assistants customer questions, reports whether a company is named and gives fix instructions, for companies and agencies.",
   "w_u": "https://polarjay.com/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "it asks AI assistants what your customers ask and tells you whether you get named",
     "u": "https://polarjay.com/en"
    },
    "sources": {
     "v": "partial",
     "q": "It uses your site, but a page from 2021.",
     "u": "https://polarjay.com/en"
    },
    "content": {
     "v": "partial",
     "q": "Fix instructions for your AI",
     "u": "https://polarjay.com/en/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Can AI read your site?",
     "u": "https://polarjay.com/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies that track several clients from one account.",
     "u": "https://polarjay.com/en/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://polarjay.com/en",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "polarjay"
  },
  {
   "n": "Presenc AI",
   "u": "https://presenc.ai/",
   "w": "Presenc AI sells businesses a daily AI visibility tracker and is building reputation, pricing and transaction layers for AI agents.",
   "w_u": "https://presenc.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The AI visibility tracker. Running daily across six engines.",
     "u": "https://presenc.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "visibility by engine, citations, sentiment, and competitor benchmarks",
     "u": "https://presenc.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Every request to presenc.ai is logged at the edge in real time",
     "u": "https://presenc.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Settlement on the rail the buyer already uses. We never move the money.",
     "u": "https://presenc.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "presenc-ai"
  },
  {
   "n": "Product Rank",
   "u": "https://productrank.ai/",
   "w": "A free tool that asks major AI models to rank the top products in a category and aggregates the rankings and citations.",
   "w_u": "https://productrank.ai/llms.txt",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Results are aggregated across providers: products are first sorted by how many providers returned them, then by the average of their rankings",
     "u": "https://productrank.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "When models search the web to answer, the citations they use are shown in aggregate at the top of each result.",
     "u": "https://productrank.ai/llms.txt"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "product-rank-ai-product-rankings"
  },
  {
   "n": "PromptScout AI",
   "u": "https://promptscoutai.de/",
   "w": "PromptScout AI sells German language brands monitoring of AI Overviews and LLM answers, with competitor comparison and recommendations.",
   "w_u": "https://promptscoutai.de/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "wann und wie deine Marke in Antworten von ChatGPT, Perplexity & Co erscheint.",
     "u": "https://promptscoutai.de/"
    },
    "sources": {
     "v": "yes",
     "q": "Domains erscheinen im AI Overview?",
     "u": "https://promptscoutai.de/"
    },
    "content": {
     "v": "partial",
     "q": "Performance-orientierte Reports für SEO- und Content-Optimierung in der KI-Suche.",
     "u": "https://promptscoutai.de/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Simuliere vielfältige Nutzeranfragen",
     "u": "https://promptscoutai.de/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://promptscoutai.de/impressum/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "promptscout-ai"
  },
  {
   "n": "Quno",
   "u": "https://www.quno.ai/",
   "w": "Brand intelligence tool that tracks how often and how AI models mention and describe a brand, alongside brand surveys and an AI interviewer.",
   "w_u": "https://www.quno.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how frequently your brand shows up in AI search results and how it's being talked about.",
     "u": "https://www.quno.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Control how AI agents talk about your brand-and pair it with Brand Tracking and AI Interviewer to measure visibility across AI agents and humans.",
     "u": "https://www.quno.ai/"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Manage Custom Prompts | Control exactly what you wish to track and monitor exact metrics over time",
     "u": "https://www.quno.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Quno AI Brand Tracker",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "quno"
  },
  {
   "n": "Rank",
   "u": "https://tryrank.ai/",
   "w": "Rank sells brands a tracker of whether ChatGPT, Claude, Gemini, Grok and Perplexity mention them, with reasons and next moves.",
   "w_u": "https://tryrank.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rank tracks your presence across ChatGPT, Claude, Gemini, and Perplexity.",
     "u": "https://tryrank.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Rank reveals the exact features, keywords, and signals that decide whether AI models bring you up or ghost you.",
     "u": "https://tryrank.ai/"
    },
    "content": {
     "v": "partial",
     "q": "It tells you what to do to turn low mentions into actionable next moves.",
     "u": "https://tryrank.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Start with your buyers' search queries.",
     "u": "https://tryrank.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies & Media",
     "u": "https://tryrank.ai/"
    }
   },
   "hq": "Belgium",
   "hq_src": "https://be.linkedin.com/company/tryrank",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/jens-deryckere_its-today-rank-is-live-its-our-soft-activity-7392637754104467456-dx20"
   },
   "slug": "rank"
  },
  {
   "n": "Ranxii",
   "u": "https://ranxii.com/",
   "w": "Weekly AI answer tracking and client-ready monthly reports for small SEO, content and GEO agencies, priced per client.",
   "w_u": "https://ranxii.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week Ranxii asks their buyer questions on ChatGPT, Gemini and Perplexity",
     "u": "https://ranxii.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which websites the engines cite as sources",
     "u": "https://ranxii.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "A client-ready monthly report with your logo.",
     "u": "https://ranxii.com/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://ranxii.com/",
   "read": "2026-11-02",
   "slug": "ranxii"
  },
  {
   "n": "Reckomenda",
   "u": "https://reckomenda.com/",
   "w": "GEO/AEO audits that ask ChatGPT, Claude, Gemini and Perplexity buyer questions in the real apps and screenshot every answer.",
   "w_u": "https://reckomenda.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get visibility and sentiment scores per engine",
     "u": "https://reckomenda.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Live browsing, citations, maps and follow-ups included",
     "u": "https://reckomenda.com/"
    },
    "content": {
     "v": "partial",
     "q": "concrete GEO recommendations on what to change to show up more often.",
     "u": "https://reckomenda.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and portfolios tracking many brands at once.",
     "u": "https://reckomenda.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "reckomenda"
  },
  {
   "n": "refd",
   "u": "https://refd.ai/",
   "w": "Hosted or self-hosted monitor that tracks buyer questions across five AI surfaces and reports mentions, citations and share of voice with raw answers.",
   "w_u": "https://refd.ai/index.md",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It tracks mentions, citations, first-mention position, and share of voice over time",
     "u": "https://refd.ai/index.md"
    },
    "sources": {
     "v": "yes",
     "q": "Find the domains cited on prompts where your brand is absent",
     "u": "https://refd.ai/index.md"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "designing and auditing AI search monitoring prompt sets",
     "u": "https://refd.ai/llms.txt"
    },
    "agency": {
     "v": "partial",
     "q": "multi-workspace connections",
     "u": "https://refd.ai/llms.txt"
    }
   },
   "read": "2026-11-02",
   "slug": "refd"
  },
  {
   "n": "Revere",
   "u": "https://revere-ai.com/",
   "w": "Enterprise AI brand intelligence platform measuring how LLMs perceive, rank and recommend a brand, including as an employer.",
   "w_u": "https://revere-ai.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Share of AI Voice: Track how often your brand is mentioned and recommended relative to competitors in AI-generated content",
     "u": "https://revere-ai.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "We deliver the intelligence infrastructure to track LLM visibility, sentiment, brand pillar performance, source authority, and competitive positioning",
     "u": "https://revere-ai.com/"
    },
    "content": {
     "v": "partial",
     "q": "Generative Engine Optimization (GEO): Optimize content to be surfaced and cited by AI-generated answers",
     "u": "https://revere-ai.com/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Directly address brand vulnerabilities and narrative gaps that dominate LLM-cited negative conversations.",
     "u": "https://revere-ai.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Built for: CHROs & CPOs, Talent Acquisition, Employer Brand teams, Agencies & Advisors",
     "u": "https://revere-ai.com/llms.txt"
    },
    "technical": {
     "v": "partial",
     "q": "Optimize owned properties for AI crawlability, schema markup, and citation authority to close visibility gaps.",
     "u": "https://revere-ai.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "US",
   "hq_src": "https://revere-ai.com/about",
   "founded": 2024,
   "founded_src": "https://revere-ai.com/insights/announcing-revere/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "revere"
  },
  {
   "n": "RivalSee",
   "u": "https://www.rivalsee.com/",
   "w": "AI search visibility and GEO dashboard tracking brand mentions, citations and competitor share of voice by customer persona.",
   "w_u": "https://www.rivalsee.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, brand citations, and competitor share of voice across ChatGPT, Perplexity, Claude, and Google AI",
     "u": "https://www.rivalsee.com/"
    },
    "sources": {
     "v": "yes",
     "q": "List of sources & keywords used by AI searches",
     "u": "https://www.rivalsee.com/pricing"
    },
    "content": {
     "v": "partial",
     "q": "plus the exact content moves to win.",
     "u": "https://www.rivalsee.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Mode lets you manage multiple client sites under one roof, apply each client's branding to reports, and share co‑branded public URLs",
     "u": "https://www.rivalsee.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "RivalSee dynamic personas that ask questions like your actual customers, not generic keyword lists.",
     "u": "https://www.rivalsee.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rivalsee"
  },
  {
   "n": "Search-Visibility.AI",
   "u": "https://search-visibility.ai/",
   "w": "Tracks how 11 AI engines mention a brand, scoring mentions, sentiment, rank, share of voice and cited sources.",
   "w_u": "https://search-visibility.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It generates prompts, queries each model, and scores responses for visibility, sentiment, rank and cited sources.",
     "u": "https://search-visibility.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Read scores, cited sources and competitor gaps.",
     "u": "https://search-visibility.ai/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies report AI visibility gains to clients each month.",
     "u": "https://search-visibility.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Visibility",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ai-search-visibility"
  },
  {
   "n": "SearchInsight",
   "u": "https://www.searchinsight.ai/",
   "w": "AI search tracking tool that monitors brand mentions and citations across AI engines, sold to marketing teams, small businesses, freelancers and agencies.",
   "w_u": "https://www.searchinsight.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how ChatGPT, Claude, Perplexity, and other AI assistants mention your brand in real-time.",
     "u": "https://www.searchinsight.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See when and how AI models cite your content as a source in their responses.",
     "u": "https://www.searchinsight.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Discover which prompts trigger mentions of your brand and optimize your content accordingly.",
     "u": "https://www.searchinsight.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Fan-Out Query Tool",
     "u": "https://www.searchinsight.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "For in-house marketing teams and agencies.",
     "u": "https://www.searchinsight.ai/"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.prweb.com/releases/searchinsightai-launches-with-a-simple-promise-real-ai-visibility-data-built-by-search-optimizers-priced-for-everyone-302782727.html",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/searchinsight_ai-search-tracking-tool-optimize-for-ai-activity-7429543618857791488-0dj6",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "searchinsight"
  },
  {
   "n": "See Ranked",
   "u": "https://seeranked.com/",
   "w": "Reports where a brand ranks in ChatGPT, Claude, Gemini, Grok and Perplexity answers by location, sold to single and multi location brands.",
   "w_u": "https://seeranked.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Hundreds of location-specific, user-style prompts run daily across ChatGPT, Claude, Gemini, Grok, and Perplexity.",
     "u": "https://seeranked.com/"
    },
    "sources": {
     "v": "partial",
     "q": "The lists ChatGPT cites put Cedar & Cup in their top five, and you are not in any of them.",
     "u": "https://seeranked.com/"
    },
    "content": {
     "v": "partial",
     "q": "a prioritized action plan so you know exactly what to fix first",
     "u": "https://seeranked.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Pitch the SF food blogs and city guides that publish yearly best coffee lists.",
     "u": "https://seeranked.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Query analysis with real AI prompts",
     "u": "https://seeranked.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Growth includes a white-label option and CSV export of raw ranking data.",
     "u": "https://seeranked.com/"
    }
   },
   "product": "SeeRanked",
   "hq": "United States",
   "hq_src": "https://www.crunchbase.com/organization/see-ranked",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.linkedin.com/posts/muhammad-awais-murtaza_aisearches-seeranked-recommendbyai-activity-7503704300150358016-wz6O"
   },
   "slug": "see-ranked"
  },
  {
   "n": "Seeqer",
   "u": "https://seeqer.ai/",
   "w": "Daily monitoring of how AI engines rank and describe a brand or product against competitors, with AI advice and email reports.",
   "w_u": "https://seeqer.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how ChatGPT, Gemini, Perplexity and Claude rank your brand against competitors.",
     "u": "https://seeqer.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Step-by-step recommendations from an LLM that knows your brand context.",
     "u": "https://seeqer.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://seeqer.ai/imprint",
   "read": "2026-11-02",
   "slug": "seeqer"
  },
  {
   "n": "ShareOfAsk",
   "u": "https://www.shareofask.com/",
   "w": "AI visibility tracking across seven AI models, with cited sources and recommended actions, for brands and agencies.",
   "w_u": "https://www.shareofask.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which brands each answer names, in what order, and which sources it cites.",
     "u": "https://www.shareofask.com/"
    },
    "sources": {
     "v": "yes",
     "q": "the sources behind each answer",
     "u": "https://www.shareofask.com/"
    },
    "content": {
     "v": "partial",
     "q": "Turn competitor and source data into briefs and content drafts in your AI assistant.",
     "u": "https://www.shareofask.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "get listed in the review site's CRM roundup.",
     "u": "https://www.shareofask.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "keep each client in its own workspace and bring evidence to monthly reviews.",
     "u": "https://www.shareofask.com/"
    }
   },
   "hq": "Poland",
   "hq_src": "https://www.shareofask.com/features",
   "read": "2026-11-02",
   "slug": "shareofask"
  },
  {
   "n": "Sichtbar für KI",
   "u": "https://ki-sichtbar.online/",
   "w": "Scan tool that reports what ChatGPT, Gemini, Perplexity, Grok and Claude say about a brand, for German and English speaking businesses.",
   "w_u": "https://ki-sichtbar.online/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sichtbarkeits-Score, Sentiment, Wettbewerber, Quellen und konkrete Empfehlungen",
     "u": "https://ki-sichtbar.online/"
    },
    "sources": {
     "v": "yes",
     "q": "Auf welche Websites stützen die KI-Modelle ihr Wissen über dich?",
     "u": "https://ki-sichtbar.online/"
    },
    "content": {
     "v": "partial",
     "q": "Konkrete, priorisierte Maßnahmen, um deine KI-Sichtbarkeit zu verbessern.",
     "u": "https://ki-sichtbar.online/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://ki-sichtbar.online/impressum",
   "read": "2026-11-02",
   "slug": "sichtbar-f-r-ki"
  },
  {
   "n": "Singulary",
   "u": "https://www.singulary.net/",
   "w": "German software that audits and monitors how often businesses appear in ChatGPT, Google AI and Perplexity answers, with recommendations; also sells a website chatbot.",
   "w_u": "https://www.singulary.net/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "wie oft Ihr Unternehmen in KI-Antworten erwähnt wird",
     "u": "https://www.singulary.net/"
    },
    "sources": {
     "v": "yes",
     "q": "KI-Antworten stützen sich auf Quellen. Wir zeigen, welche zählen.",
     "u": "https://www.singulary.net/"
    },
    "content": {
     "v": "partial",
     "q": "Konkrete nächste Schritte statt Datenfriedhof, priorisiert nach Wirkung.",
     "u": "https://www.singulary.net/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Presse-Erwähnung im Lokalteil anstoßen",
     "u": "https://www.singulary.net/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Wir schlagen sie aus Ihrer Website vor, Sie passen sie an.",
     "u": "https://www.singulary.net/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO-Report / Audit",
   "hq": "Germany",
   "hq_src": "https://www.singulary.net/impressum",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "singulary"
  },
  {
   "n": "Sleepwalker AI",
   "u": "https://www.sleepwalker.ai/",
   "w": "AI visibility and content intelligence via MCP, API and CLI: runs prompts across AI platforms, captures mentions and citations.",
   "w_u": "https://www.sleepwalker.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Use Sleepwalker to test prompts across multiple AI platforms, analyze competitors, review citations, spot content gaps",
     "u": "https://www.sleepwalker.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "the citations show exactly which pages influenced the responses",
     "u": "https://www.sleepwalker.ai/"
    },
    "content": {
     "v": "partial",
     "q": "spot content gaps, identify trends",
     "u": "https://www.sleepwalker.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "suggest_sleepwalker_visibility_prompts: 5 prompts generated from page context",
     "u": "https://www.sleepwalker.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.sleepwalker.ai/terms",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.linkedin.com/posts/antongorobets_sleepwalker-mcp-server-is-live-activity-7465643527792750592-8U5N"
   },
   "slug": "sleepwalker-ai"
  },
  {
   "n": "SoaRank",
   "u": "https://www.soarank.com/",
   "w": "GEO service where 'Maya', an AI CMO, reports how ChatGPT, Gemini and Perplexity name your brand and drafts next steps.",
   "w_u": "https://www.soarank.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Maya, your AI CMO, shows where your brand appears, who gets named instead, and what to do next.",
     "u": "https://www.soarank.com/"
    },
    "content": {
     "v": "partial",
     "q": "AI Citation Site for your brand",
     "u": "https://www.soarank.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Managed distribution and outreach.",
     "u": "https://www.soarank.com/pricing"
    },
    "agency": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Maya, the AI CMO",
   "hq": "United States",
   "hq_src": "https://www.soarank.com/legal/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "soarank"
  },
  {
   "n": "Solais",
   "u": "https://solais.ai/",
   "w": "Visibility platform that runs prompts across AI models and reports brand mentions, sentiment and influencing sources for marketing teams and agencies.",
   "w_u": "https://solais.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Solais runs these prompts repeatedly, capturing how responses evolve over time.",
     "u": "https://solais.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Solais highlights the sources that influence how AI engines surface your brand.",
     "u": "https://solais.ai/"
    },
    "content": {
     "v": "partial",
     "q": "where changes to content, PR, directory, socials or overall online presence can improve outcomes",
     "u": "https://solais.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "where changes to content, PR, directory, socials or overall online presence can improve outcomes",
     "u": "https://solais.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Set your prompts: Define the questions that shape discovery and comparison in your market.",
     "u": "https://solais.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Benchmark clients clearly, support GEO strategies with evidence",
     "u": "https://solais.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "solais"
  },
  {
   "n": "Spegla",
   "u": "https://getspegla.com/en",
   "w": "AI visibility checker and weekly tracker across ChatGPT, Claude, Gemini and Perplexity in 15 European languages, for brands.",
   "w_u": "https://getspegla.com/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility score, competitor share of voice and the sources to target.",
     "u": "https://getspegla.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "The sites the models pull answers from.",
     "u": "https://getspegla.com/en"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "getting listed and reviewed there is what changes the answers.",
     "u": "https://getspegla.com/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://getspegla.com/llms.txt",
   "read": "2026-11-02",
   "slug": "spegla"
  },
  {
   "n": "Spioniro",
   "u": "https://spioniro.ru/",
   "w": "Russian service that monitors brand mentions in Alice, YandexGPT, ChatGPT, Gemini and DeepSeek for brands and SEO agencies.",
   "w_u": "https://spioniro.ru/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Мониторинг упоминаний бренда в 12 моделях ChatGPT, Gemini, DeepSeek и YandexGPT.",
     "u": "https://spioniro.ru/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Контент-завод",
     "u": "https://spioniro.ru/"
    },
    "technical": {
     "v": "partial",
     "q": "Генератор llms.txt",
     "u": "https://spioniro.ru/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Помогаем брендам, SEO и SERM-агентствам",
     "u": "https://spioniro.ru/about"
    }
   },
   "hq": "Russia",
   "hq_src": "https://spioniro.ru/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://habr.com/ru/companies/tehrevizor/news/1013580/"
   },
   "slug": "spioniro"
  },
  {
   "n": "TAMGIO",
   "u": "https://tamgio.com/",
   "w": "Analytics that measures how brands appear in ChatGPT, Gemini, Perplexity and Google AI Overviews, set up by the vendor, for companies and agencies.",
   "w_u": "https://tamgio.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measures how often your brand appears in ChatGPT, Perplexity, Gemini and Google AI Overviews answers",
     "u": "https://tamgio.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation sources: which domains shaped that answer",
     "u": "https://tamgio.com/about"
    },
    "content": {
     "v": "partial",
     "q": "Actionable content recommendations",
     "u": "https://tamgio.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multiple brands, reports under your name",
     "u": "https://tamgio.com/"
    }
   },
   "hq": "Azerbaijan",
   "hq_src": "https://tamgio.com/",
   "founded": 2026,
   "founded_src": "https://tamgio.com/",
   "read": "2026-11-02",
   "slug": "tamgio"
  },
  {
   "n": "Texta.ai",
   "u": "https://www.texta.ai/",
   "w": "AI search visibility and GEO analytics: monitors prompts, mentions and citations across answer engines and routes fixes to owners.",
   "w_u": "https://www.texta.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how often your brand appears across ChatGPT, Gemini, Claude, Perplexity, and other AI answer engines.",
     "u": "https://www.texta.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See prompt coverage, citation gaps, and competitor shifts in one workflow built for daily GEO decisions.",
     "u": "https://www.texta.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Route priority changes to the right team for content updates, citation fixes, and competitive response.",
     "u": "https://www.texta.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Sitemap to Robots.txt Generator",
     "u": "https://www.texta.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Texta",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "texta"
  },
  {
   "n": "Track AI Answers",
   "u": "https://trackaianswers.com/",
   "w": "A service that monitors what AI chatbots say about people, brands and products and emails users when answers change.",
   "w_u": "https://trackaianswers.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask all the different AIs (ChatGPT, Bing, Bard, ...) what they know about the subject and bring the results onto one page.",
     "u": "https://trackaianswers.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "learning the tips and tricks on how to have the best chance of changing the answers given by AIs",
     "u": "https://trackaianswers.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-22",
   "slug": "track-ai-answers"
  },
  {
   "n": "Trackerly",
   "u": "https://trackerly.ai/",
   "w": "AI visibility tracker for SEOs and agencies: mentions, share of voice, position, sentiment and citations across major LLMs.",
   "w_u": "https://trackerly.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Trackerly's insights gives you full visibility into Mentions, Share of Voice, Relative Position of First Mention and Sentiment.",
     "u": "https://trackerly.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Pinpoint the sources that are actually shaping AI conversations with Trackerly's robust citation tracking tools.",
     "u": "https://trackerly.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Track, analyze, and optimize your AI-driven brand visibility",
     "u": "https://trackerly.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "assemble client-ready audits that turn signals into a clear narrative.",
     "u": "https://trackerly.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://www.linkedin.com/posts/hugo-huijer_introducing-trackerlyai-v10-track-how-activity-7268013447097769984-RzGV",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "trackerly"
  },
  {
   "n": "TryGrav",
   "u": "https://www.trygrav.ai/",
   "w": "A tool that measures where SaaS brands rank in AI search and compares them to competitors.",
   "w_u": "https://www.trygrav.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure where you rank in AI search before your competition does",
     "u": "https://www.trygrav.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Grav",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "trygrav"
  },
  {
   "n": "UglyEgg AI",
   "u": "https://uglyegg.ai/",
   "w": "A tracking tool that reports brand visibility, citations, sentiment and competitors across major LLMs, for brands.",
   "w_u": "https://uglyegg.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track whether AI actually recommends you, the rung that drives revenue.",
     "u": "https://uglyegg.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact URLs each LLM pulls from to describe you, and the pages winning answers in your space.",
     "u": "https://uglyegg.ai/"
    },
    "content": {
     "v": "partial",
     "q": "We surface the topics where demand is high but you are invisible, then rank your highest-leverage moves.",
     "u": "https://uglyegg.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We surface the topics where demand is high but you are invisible",
     "u": "https://uglyegg.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-brand Workspace Yes",
     "u": "https://uglyegg.ai/pricing"
    }
   },
   "product": "UglyEgg",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/uglyegg-ai",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/uglyegg-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "uglyegg-ai"
  },
  {
   "n": "Upsearch",
   "u": "https://upsearch.ai/",
   "w": "A GEO platform that tracks how AI engines present a brand, its competitors and cited domains, for companies and agencies.",
   "w_u": "https://upsearch.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Know exactly how AI assistants respond to queries about your brand and your competitors.",
     "u": "https://upsearch.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which domains are cited when users search for your brand and services.",
     "u": "https://upsearch.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Identify content gaps and citation opportunities",
     "u": "https://upsearch.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Implement Deep Product Category Markup",
     "u": "https://upsearch.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Reach out to industry publications and sports science platforms, pitching stories on key innovations.",
     "u": "https://upsearch.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing the AI visibility of multiple clients",
     "u": "https://upsearch.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "upsearch"
  },
  {
   "n": "Vaylis",
   "u": "https://vaylis.ai/",
   "w": "AI search optimization tool that monitors brand visibility across AI platforms, benchmarks competitors and gives recommendations.",
   "w_u": "https://vaylis.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer Engine Monitoring Automatically monitor your brand's visibility on major AI platforms.",
     "u": "https://vaylis.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Own the narrative across AI search with citations and brand mentions",
     "u": "https://vaylis.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Receive actionable recommendations to enhance your brand",
     "u": "https://vaylis.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://vaylis.ai/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "vaylis"
  },
  {
   "n": "VecDoor",
   "u": "https://www.vecdoor.com/",
   "w": "German AEO tool that scrapes real ChatGPT, Perplexity, Gemini and Copilot answers to track visibility, sources and sentiment.",
   "w_u": "https://www.vecdoor.com/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility. Across ChatGPT, Perplexity, Gemini & Copilot.",
     "u": "https://www.vecdoor.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Monitoring Know which pages AI actually cites.",
     "u": "https://www.vecdoor.com/"
    },
    "content": {
     "v": "partial",
     "q": "Actions Recommendations",
     "u": "https://www.vecdoor.com/"
    },
    "pr": {
     "v": "partial",
     "q": "12 Reddit threads are discussing CRM options without you. Engage authentically.",
     "u": "https://www.vecdoor.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.vecdoor.com/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026",
    "src": "https://www.producthunt.com/products/vecdoor"
   },
   "slug": "vecdoor"
  },
  {
   "n": "Veld Signal",
   "u": "https://veldsignal.com",
   "w": "A tool that queries four AI engines with commercial searches and returns a score and diagnosis, sold to businesses in Latin America.",
   "w_u": "https://veldsignal.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Veld Signal consulta a ChatGPT, Gemini, Perplexity y Claude con 15 búsquedas reales",
     "u": "https://veldsignal.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Cada problema incluye una acción concreta.",
     "u": "https://veldsignal.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Uruguay",
   "hq_src": "https://www.crunchbase.com/organization/veld-signal",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "veld-signal"
  },
  {
   "n": "Vercite",
   "u": "https://vercite.io/",
   "w": "Brand tracking in AI search: prompt, citation and sentiment tracking across ChatGPT, Perplexity, Gemini and Google AI, plus consulting.",
   "w_u": "https://vercite.io/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor the exact prompts your customers are asking AI, and see precisely how your brand is represented in each response, across every model.",
     "u": "https://vercite.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Find exactly which websites and platforms AI engines source when mentioning your industry",
     "u": "https://vercite.io/"
    },
    "content": {
     "v": "partial",
     "q": "50 SEO Audit credits/mo 15 Content gap credits/mo; Our team audits, plans and ships the work that changes how AI engines describe and cite your brand.",
     "u": "https://vercite.io/"
    },
    "pr": {
     "v": "partial",
     "q": "then get your brand listed there to boost your AI authority.",
     "u": "https://vercite.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency plans let you manage multiple brands and competitors from one workspace, export reports, and benchmark client performance across AI engines.",
     "u": "https://vercite.io/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Tracking: Monitor the exact prompts your customers are asking AI",
     "u": "https://vercite.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://vercite.io/terms",
   "founded": 2025,
   "founded_src": "https://se.linkedin.com/company/ai-brand-tracking",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "vercite"
  },
  {
   "n": "Vjus.AI",
   "u": "https://vjus.ai/en",
   "w": "Monitoring of brand search presence across AI models with competitor comparison and recommendations, for marketing teams and agencies.",
   "w_u": "https://vjus.ai/en",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility across included models (ChatGPT, Gemini, Grok) and optional add-ons over time, compared to your competitors.",
     "u": "https://vjus.ai/en"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "short, practical recommendations to strengthen your website",
     "u": "https://vjus.ai/en"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Display your agency name and logo in supported whitelabeled interface areas.",
     "u": "https://vjus.ai/en"
    }
   },
   "hq": "Germany",
   "hq_src": "https://vjus.ai/en/imprint",
   "read": "2026-11-02",
   "slug": "vjus-ai"
  },
  {
   "n": "WebGlazer",
   "u": "https://webglazer.com",
   "w": "An AI brand visibility platform that monitors whether AI engines name a brand or competitor and suggests fixes, sold to brands and agencies.",
   "w_u": "https://webglazer.com",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "monitors whether ChatGPT, Perplexity, Gemini, Google AI Mode, and Copilot name you or a competitor",
     "u": "https://webglazer.com"
    },
    "sources": {
     "v": "yes",
     "q": "Find the websites AI cites when answering questions about your category.",
     "u": "https://webglazer.com"
    },
    "content": {
     "v": "partial",
     "q": "Publish a comparison page",
     "u": "https://webglazer.com"
    },
    "technical": {
     "v": "partial",
     "q": "Add FAQ schema",
     "u": "https://webglazer.com"
    },
    "pr": {
     "v": "partial",
     "q": "Earn a TechRadar mention",
     "u": "https://webglazer.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "generate prompts matched to what your buyers actually search",
     "u": "https://webglazer.com"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies run a separate workspace for each client under one account",
     "u": "https://webglazer.com"
    }
   },
   "hq": "Latvia",
   "hq_src": "https://webglazer.com",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "webglazer"
  },
  {
   "n": "Whereon",
   "u": "https://whereon.ai/",
   "w": "AI visibility reports and action plans for local businesses, showing whether AI assistants recommend a location and which competitors appear.",
   "w_u": "https://whereon.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Find out whether AI recommends your local business, which competitors appear instead",
     "u": "https://whereon.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "which competitors appear instead, what sources the answers cite",
     "u": "https://whereon.ai/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "Businesses receive a prioritized action plan and ongoing monitoring",
     "u": "https://whereon.ai/press"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed in the guide AI already trusts.",
     "u": "https://whereon.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Requests: The questions customers ask and the answers AI gives",
     "u": "https://whereon.ai/press"
    },
    "agency": {
     "v": "partial",
     "q": "contact us about volume pricing and shareable client reports",
     "u": "https://whereon.ai/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://whereon.ai/press",
   "founded": 2026,
   "founded_src": "https://whereon.ai/press",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "whereon"
  },
  {
   "n": "WhyIQ AI Radar",
   "u": "https://www.whyiq.ai/",
   "w": "Two tools: a CRO scanner simulating visitors, and AI Radar, which checks weekly whether five AI engines cite and recommend you.",
   "w_u": "https://www.whyiq.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Runs the questions you want to be cited for through all 5 AI engines every week and reads back what each one cited",
     "u": "https://www.whyiq.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "reads back what each one cited: the trend, who holds your slot, and the fixes to move it.",
     "u": "https://www.whyiq.ai/"
    },
    "content": {
     "v": "partial",
     "q": "the fixes to move it",
     "u": "https://www.whyiq.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency is [price]/mo: 40 questions per client, each asked three times a week, then [price]/mo per extra client.",
     "u": "https://www.whyiq.ai/radar/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.whyiq.ai/changelog"
   },
   "slug": "whyiq-ai-radar"
  },
  {
   "n": "ziptie.ai",
   "u": "https://ziptie.ai/",
   "w": "AI search visibility monitoring: what ChatGPT, AI Overviews, Perplexity and others say about your brand, with citations and an action queue.",
   "w_u": "https://ziptie.ai/",
   "cat": "ai-native",
   "sub": "mostly-tracking",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ziptie.ai captures the answer each engine actually returned for your prompt, measures all three on every engine you track",
     "u": "https://ziptie.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "The third-party sources shaping AI answers, ranked by citation share with per-platform trends.",
     "u": "https://ziptie.ai/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "Content Generation +[price]/mo per context",
     "u": "https://ziptie.ai/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Generate a report for each client with your logo and theirs ... under your agency's name",
     "u": "https://ziptie.ai/agencies/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Start free for 7 days with 25 daily prompts on ChatGPT, Google AI Overviews, and Microsoft Copilot",
     "u": "https://ziptie.ai/pricing/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://ziptie.ai/terms-of-service/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "ziptie-ai"
  },
  {
   "n": "AccuRanker",
   "u": "https://www.accuranker.com/features/accullm/",
   "w": "Rank tracker with an AccuLLM add-on that tracks brand mentions, citations, sentiment and rank in ChatGPT, Perplexity, AI Overviews and AI Mode.",
   "w_u": "https://www.accuranker.com/features/accullm/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility across prompts, monitor sentiment, learn which sources are cited, and benchmark your performance against competitors.",
     "u": "https://www.accuranker.com/features/accullm/"
    },
    "sources": {
     "v": "yes",
     "q": "Track which domains and landing pages the LLMs cite most often.",
     "u": "https://www.accuranker.com/features/accullm/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "LLM Lite ... Ideal for freelancers, consultants, and small agencies.",
     "u": "https://www.accuranker.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AccuLLM",
   "hq": "Denmark",
   "hq_src": "https://www.accuranker.com/features/accullm/",
   "founded": 2013,
   "founded_src": "https://www.accuranker.com/about-us",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.accuranker.com/changelog/"
   },
   "slug": "accuranker-accullm"
  },
  {
   "n": "Adaptify SEO",
   "u": "https://adaptify.ai/",
   "w": "Adaptify sells SEO agencies a platform that tracks client mentions across AI engines, writes and publishes GEO articles, builds links and reports.",
   "w_u": "https://adaptify.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track client and competitor mentions across ChatGPT, Claude, Gemini, Perplexity, and Copilot.",
     "u": "https://adaptify.ai/features/ai-visibility"
    },
    "sources": {
     "v": "partial",
     "q": "Bing AI citation data shown alongside visibility results",
     "u": "https://adaptify.ai/features/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "the system scores the gap, writes a GEO-optimized article, and re-tests on the next cycle",
     "u": "https://adaptify.ai/features/ai-visibility"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Automate prompt and keyword research, content, link building, and reporting from one dashboard",
     "u": "https://adaptify.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The system generates prompts based on your client's business, location, and competitors.",
     "u": "https://adaptify.ai/features/ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "Custom domain, logo, and brand colors across every touchpoint",
     "u": "https://adaptify.ai/features/ai-visibility"
    }
   },
   "product": "AI Brand Visibility",
   "hq": "United States",
   "hq_src": "https://adaptify.ai/",
   "founded": 2022,
   "founded_src": "https://adaptify.ai/about",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://adaptify.ai/blog/adaptify-launches-ai-brand-visibility-geo-this-is-your-beta-invite"
   },
   "slug": "adaptify-seo"
  },
  {
   "n": "Advanced Web Ranking",
   "u": "https://www.advancedwebranking.com/",
   "w": "Rank tracker with built-in AI visibility tracking across AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, incl. citations and sentiment.",
   "w_u": "https://www.advancedwebranking.com/ai-visibility-tracking",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AWR covers top AI platforms, tracks citations and sentiment, benchmarks up to 50 competitors, and offers API access.",
     "u": "https://www.advancedwebranking.com/ai-visibility-tracking"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which domains appear alongside your brand and the sources AI trusts in your industry.",
     "u": "https://www.advancedwebranking.com/ai-visibility-tracking"
    },
    "content": {
     "v": "partial",
     "q": "Identify queries where competitors earn AI citations and your brand doesn't, then turn those gaps into content and PR opportunities.",
     "u": "https://www.advancedwebranking.com/ai-visibility-tracking"
    },
    "pr": {
     "v": "partial",
     "q": "Identify queries where competitors earn AI citations and your brand doesn't, then turn those gaps into content and PR opportunities.",
     "u": "https://www.advancedwebranking.com/ai-visibility-tracking"
    },
    "agency": {
     "v": "yes",
     "q": "Include AI KPIs alongside rank tracking and visibility data in white-label reports.",
     "u": "https://www.advancedwebranking.com/ai-visibility-tracking"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracking; AI Brand Intelligence",
   "hq": "Romania",
   "hq_src": "https://www.advancedwebranking.com/terms-of-service",
   "founded": 2002,
   "founded_src": "https://www.advancedwebranking.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-07",
    "src": "https://www.linkedin.com/posts/aleyda_new-free-google-ai-overview-tool-from-activity-7213893787092193280-YDew"
   },
   "slug": "advanced-web-ranking-ai-visibility-tracking"
  },
  {
   "n": "Aergos",
   "u": "https://www.aergos.ai/",
   "w": "An SEO and AI visibility platform that finds ranking gaps, writes content and technical fixes, publishes to CMSs and reports, for agencies and businesses.",
   "w_u": "https://www.aergos.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track rankings, AI citations, traffic, and conversions across every surface, in one report.",
     "u": "https://www.aergos.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track who ChatGPT, Claude, Gemini, and Perplexity cite when they wouldn't cite you",
     "u": "https://www.aergos.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Generate GEO-ready content and technical fixes, scored against search quality standards before anything ships.",
     "u": "https://www.aergos.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "the files that control whether search engines and AI crawlers can access your site: robots.txt, sitemap.xml and llms.txt",
     "u": "https://www.aergos.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label included: put your agency name and logo on everything",
     "u": "https://www.aergos.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.aergos.ai/terms",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/aergos",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aergos"
  },
  {
   "n": "AfterLaunch",
   "u": "https://afterlaunch.io/",
   "w": "Agentic growth engine that scans how AI engines answer category questions, then ranks growth moves such as listings, pages and community replies.",
   "w_u": "https://afterlaunch.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The free scan asks ChatGPT and Perplexity. Founder adds Gemini and Google AI Overviews.",
     "u": "https://afterlaunch.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Answers cite OtherCRM’s comparison page. Your site has no page on it yet.",
     "u": "https://afterlaunch.io/"
    },
    "content": {
     "v": "yes",
     "q": "Publish a page that answers ‘CRM for a two-person agency’",
     "u": "https://afterlaunch.io/"
    },
    "pr": {
     "v": "yes",
     "q": "Answer the r/agencies thread comparing CRMs. Perplexity and Gemini draw on this thread.",
     "u": "https://afterlaunch.io/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawlability checker | AI entity check | llms.txt checker",
     "u": "https://afterlaunch.io"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://www.linkedin.com/posts/snivas_hello-after-a-few-months-took-way-longer-activity-7513741077150076928-frWb"
   },
   "slug": "afterlaunch"
  },
  {
   "n": "Agenxus",
   "u": "https://agenxus.com/",
   "w": "An AEO agency and toolset offering audits, schema and llms.txt generators, code level implementation, WordPress hosting for AI crawlers and conversion agents.",
   "w_u": "https://agenxus.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Why competitors are being referenced instead",
     "u": "https://agenxus.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "restructure content for AI extractability",
     "u": "https://agenxus.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema deployment, entity optimization, semantic HTML restructuring, llms.txt configuration, and AI crawler access",
     "u": "https://agenxus.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Agenxus AEO Audit, Schema Generator, LLMs.txt Generator",
   "hq": "United States",
   "hq_src": "https://agenxus.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "agenxus"
  },
  {
   "n": "Ahrefs Brand Radar",
   "u": "https://ahrefs.com/brand-radar",
   "w": "Ahrefs Brand Radar is the AI visibility tracker from Ahrefs, sold alone or as part of the Ahrefs SEO suite. It tracks how AI models such as ChatGPT, Gemini and Perplexity answer buyer questions and which pages they cite. It also tracks brand mentions on YouTube, TikTok and Reddit.",
   "w_u": "https://ahrefs.com/brand-radar",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand mentions across AI answers and see how often you show up in the conversations that matter.",
     "u": "https://ahrefs.com/brand-radar"
    },
    "sources": {
     "v": "yes",
     "q": "Find valuable AI citations and secure new mentions to boost your visibility in LLM answers.",
     "u": "https://ahrefs.com/brand-radar"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Brand Radar also tracks the social channels that influence AI answers (Reddit threads ranking in Google and YouTube).",
     "u": "https://ahrefs.com/brand-radar"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Bot visits: Watch AI crawlers in real time: when they read your pages and which ones they visit most. Free while in beta",
     "u": "https://ahrefs.com/brand-radar"
    },
    "prompts": {
     "v": "yes",
     "q": "Every prompt is modeled from real user searches in Ahrefs' keyword database.",
     "u": "https://ahrefs.com/brand-radar"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Brand Radar",
   "hq": "Singapore",
   "hq_src": "https://ahrefs.com/brand-radar",
   "founded": 2010,
   "founded_src": "https://getlatka.com/companies/ahrefs",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://ahrefs.com/blog/new-features-mar-2025/"
   },
   "slug": "ahrefs-brand-radar"
  },
  {
   "n": "AI Growth Agent",
   "u": "https://aigrowthagent.co/",
   "w": "An agent system that plans and publishes content and tracks mentions in AI Overviews and ChatGPT, sold to marketing teams.",
   "w_u": "https://aigrowthagent.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracks AI mentions and organic ranking performance over time.",
     "u": "https://aigrowthagent.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Know exactly which content ChatGPT is referencing.",
     "u": "https://aigrowthagent.co/"
    },
    "content": {
     "v": "yes",
     "q": "High quality content with brand governance and technical seo.",
     "u": "https://aigrowthagent.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Know exactly which bots are crawling which pages and how frequently.",
     "u": "https://aigrowthagent.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Gathers thousands of Google AI Overview and ChatGPT datapoints.",
     "u": "https://aigrowthagent.co/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/ai-growth-agent",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-growth-agent"
  },
  {
   "n": "AI Search Rankings",
   "u": "https://www.aisearchrankings.com/",
   "w": "An answer engine optimization agency with free AI visibility audit and tracking tools, serving enterprise brands, B2B companies and local businesses.",
   "w_u": "https://www.aisearchrankings.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt-level citation benchmarks",
     "u": "https://www.aisearchrankings.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Improve extractable answers and source confidence for Google AI results.",
     "u": "https://www.aisearchrankings.com/"
    },
    "content": {
     "v": "yes",
     "q": "Shape answer-ready content and entity facts for ChatGPT discovery.",
     "u": "https://www.aisearchrankings.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler guidance for priority pages, sources, and business facts.",
     "u": "https://www.aisearchrankings.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The questions that decide who buyers choose",
     "u": "https://www.aisearchrankings.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.aisearchrankings.com/",
   "founded": 2025,
   "founded_src": "https://www.aisearchrankings.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-search-rankings"
  },
  {
   "n": "Aidentity",
   "u": "https://www.aidentity.it/",
   "w": "An Italian SEO and GEO consultancy that also sells WordPress plugins for llms.txt, FAQ schema and AI summaries, serving B2B companies.",
   "w_u": "https://www.aidentity.it/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Ottimizzazione per le risposte AI. llms.txt, citabilità, struttura dei contenuti che le macchine comprendono e scelgono di citare.",
     "u": "https://www.aidentity.it/"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt automatico, AI Identity, FAQ Schema, endpoint Markdown per crawler AI, AI Summary.",
     "u": "https://www.aidentity.it/"
    },
    "pr": {
     "v": "partial",
     "q": "Tutto Geo Optimizer + Geo Link Building con Search Console",
     "u": "https://www.aidentity.it/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Suite",
   "hq": "Italy",
   "hq_src": "https://www.aidentity.it/contatti/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://wordpress.org/plugins/aidentity-generative-engine-optimizer/"
   },
   "slug": "aidentity"
  },
  {
   "n": "AIOSEO",
   "u": "https://aioseo.com/",
   "w": "WordPress SEO plugin for site owners and agencies, including a generator for llms.txt files aimed at AI search engines.",
   "w_u": "https://aioseo.com/features/llms-txt-generator/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run a baseline report now, update monthly to track movement",
     "u": "https://aioseo.com/features/ai-suite/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "LLMs.txt Generator",
     "u": "https://aioseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Instantly generate llms.txt and llms-full.txt files and show AI search engines the very best of your site.",
     "u": "https://aioseo.com/features/llms-txt-generator/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Premier solution for smart business owners & agencies",
     "u": "https://aioseo.com/pricing/"
    }
   },
   "read": "2026-11-02",
   "slug": "aioseo"
  },
  {
   "n": "AIRankPilot",
   "u": "https://www.airankpilot.com/",
   "w": "Generates SEO articles and Google Business Profile posts with schema for local businesses, plus a checker for appearance in AI assistants.",
   "w_u": "https://www.airankpilot.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Model Index Checker verifies whether your business appears in responses from ChatGPT, Claude, Gemini, and Perplexity",
     "u": "https://www.airankpilot.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Content structured so ChatGPT, Gemini, and Perplexity understand and recommend your business",
     "u": "https://www.airankpilot.com"
    },
    "technical": {
     "v": "yes",
     "q": "Schema markup generation",
     "u": "https://www.airankpilot.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://www.airankpilot.com"
    }
   },
   "read": "2026-11-02",
   "slug": "airankpilot"
  },
  {
   "n": "AISEO.ai",
   "u": "https://aiseo.ai/",
   "w": "Writing tools, AI visibility reports, Reddit tools and an SEO agent sold as subscriptions to marketers and site owners.",
   "w_u": "https://aiseo.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your AI visibility score aggregates every mention across ChatGPT, Gemini, Perplexity, Claude, and Grok updated daily.",
     "u": "https://aiseo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Top domains and pages AI engines cite",
     "u": "https://aiseo.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "what their content has that yours doesn't",
     "u": "https://aiseo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Site health. Core Web Vitals | Meta tags. Broken links. Schema.",
     "u": "https://aiseo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Relevant Reddit threads with AI-drafted replies",
     "u": "https://aiseo.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Brand Monitor",
   "hq": "Netherlands",
   "hq_src": "https://linkedin.com/company/aiseo-ai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aiseo-ai"
  },
  {
   "n": "Aiseogic",
   "u": "https://aiseogic.com/",
   "w": "Free website audit tool scoring SEO, speed, security, AEO, GEO and LLMO readiness for businesses, marketers and agencies.",
   "w_u": "https://aiseogic.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Per-model AI visibility / citation analysis",
     "u": "https://aiseogic.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Per-model AI visibility / citation analysis",
     "u": "https://aiseogic.com/"
    },
    "content": {
     "v": "yes",
     "q": "Find content gaps and receive AI-generated recommendations to improve rankings.",
     "u": "https://aiseogic.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Our LLMO audit evaluates LLM optimization factors that help AI systems and large language models understand, interpret, and use your website content.",
     "u": "https://aiseogic.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDF (Agency)",
     "u": "https://aiseogic.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://www.einpresswire.com/article/944544873/aiseogic-launches-free-ai-seo-audit-platform-for-google-and-ai-search",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.einpresswire.com/article/944544873/aiseogic-launches-free-ai-seo-audit-platform-for-google-and-ai-search"
   },
   "slug": "aiseogic"
  },
  {
   "n": "AISEOMate",
   "u": "https://aiseomate.com/",
   "w": "Subscription AI SEO tool for site owners that writes articles and analyzes backlinks to grow traffic from Google and AI search engines.",
   "w_u": "https://aiseomate.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Boost organic traffic from Google AI mode, ChatGPT, Claude, Perplexity, and other AI search engines by creating content and building backlinks",
     "u": "https://aiseomate.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "by creating content and building backlinks",
     "u": "https://aiseomate.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://aiseomate.com/tos",
   "read": "2026-11-02",
   "slug": "aiseomate"
  },
  {
   "n": "AiVisibility",
   "u": "https://ai-visibility.io/",
   "w": "Platform measuring how ChatGPT, Gemini and Perplexity recommend a domain, plus an SEO and GEO agent and WordPress plugin for site owners.",
   "w_u": "https://ai-visibility.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A consistent ecosystem of 100 prompts maps whether — and how often — AI engines recommend your domain.",
     "u": "https://ai-visibility.io/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "analyzes WordPress and any other site, turns SEO–GEO gaps into a prioritized plan",
     "u": "https://ai-visibility.io/"
    },
    "technical": {
     "v": "partial",
     "q": "JSON-LD & entities | Structured context",
     "u": "https://ai-visibility.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AiVisibility SEO-GEO Agent",
   "hq": "Greece",
   "hq_src": "https://ai-visibility.io/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aivisibility"
  },
  {
   "n": "Alli AI",
   "u": "https://www.alliai.com/",
   "w": "SEO automation that pre-renders pages for AI crawlers and deploys titles, schema and internal links at scale.",
   "w_u": "https://www.alliai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Alli writes the titles, schema, internal links, and AI readable structure 50+ AI crawlers and agents need, then deploys it across your whole portfolio",
     "u": "https://www.alliai.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "AI Visibility Platform Built for Agencies & Marketing Teams",
     "u": "https://www.alliai.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Visibility Engine",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/alliai",
   "founded": 2017,
   "founded_src": "https://linkedin.com/company/alliai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "alli-ai"
  },
  {
   "n": "Altyzo",
   "u": "https://www.altyzo.com/",
   "w": "Self-hosted AI agents for SEO agencies that research, write, fix, publish and monitor client search and AI answer work under human review.",
   "w_u": "https://www.altyzo.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "the monitoring agent tracks what happens in Google and the AI engines",
     "u": "https://www.altyzo.com"
    },
    "sources": {
     "v": "partial",
     "q": "Citation check · 24 prompts",
     "u": "https://www.altyzo.com"
    },
    "content": {
     "v": "yes",
     "q": "It does the research, writing, technical fixes, publishing, and monitoring for each client.",
     "u": "https://www.altyzo.com"
    },
    "technical": {
     "v": "yes",
     "q": "Evaluating AEO readiness",
     "u": "https://www.altyzo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Altyzo is self-hosted AI software for SEO agencies.",
     "u": "https://www.altyzo.com"
    }
   },
   "read": "2026-11-02",
   "slug": "altyzo"
  },
  {
   "n": "Answer Socrates",
   "u": "https://answersocrates.com/",
   "w": "Keyword and question research tool with AI writing, an MCP server and an LLM brand tracker, sold to marketers, SEOs and agencies.",
   "w_u": "https://answersocrates.com/pricing",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often AI is recommending your brand, across ChatGPT, Perplexity, Gemini, Claude, DeepSeek, Grok",
     "u": "https://answersocrates.com/llm-brand-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "What sources the AI cites for (or against) you",
     "u": "https://answersocrates.com/llm-brand-tracker"
    },
    "content": {
     "v": "partial",
     "q": "AI SEO articles",
     "u": "https://answersocrates.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Spot missing references, secure coverage on influential sites, and close the loop with PR/SEO.",
     "u": "https://answersocrates.com/llm-brand-tracker"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Find the questions people actually ask, on Google and inside ChatGPT.",
     "u": "https://answersocrates.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For teams & agencies tracking multiple brands across ChatGPT, Gemini, Perplexity & more",
     "u": "https://answersocrates.com/pricing"
    }
   },
   "founded": 2020,
   "founded_src": "https://answersocrates.com/",
   "read": "2026-11-02",
   "slug": "answer-socrates"
  },
  {
   "n": "Appeak Pro",
   "u": "https://appeak.pro/",
   "w": "App store optimization and AI discoverability platform that audits apps and ships metadata, content and web entities for app publishers.",
   "w_u": "https://appeak.pro",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "how assistants & web search understand your app, whether you show up on relevant queries, and which competitors win over you",
     "u": "https://appeak.pro"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Up to 30 search- and AI-optimized articles each month",
     "u": "https://appeak.pro/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt implementation",
     "u": "https://appeak.pro/pricing"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://appeak.pro/about",
   "read": "2026-11-02",
   "slug": "appeak-pro"
  },
  {
   "n": "Archytas AISpy",
   "u": "https://www.archytasdigital.com/",
   "w": "Free desktop AI visibility tracker for Windows and Mac, using your own API keys, that benchmarks brands and maps fan-out queries across LLMs.",
   "w_u": "https://www.archytasdigital.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Benchmark your brand across every major LLM.",
     "u": "https://www.archytasdigital.com"
    },
    "sources": {
     "v": "yes",
     "q": "Fully understand who and what is cited across prompts, across models, and across time.",
     "u": "https://www.archytasdigital.com"
    },
    "content": {
     "v": "partial",
     "q": "Guide your content by mapping the language and entities AI keeps associating with your prompts.",
     "u": "https://www.archytasdigital.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Guide both content creation and outreach by monitoring the web searches AI runs on users' behalf",
     "u": "https://www.archytasdigital.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Map AI Fanout Queries",
     "u": "https://www.archytasdigital.com"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.archytasdigital.com",
   "read": "2026-11-02",
   "slug": "archytas-aispy"
  },
  {
   "n": "Arvow",
   "u": "https://arvow.com/",
   "w": "Arvow sells marketers and agencies AI agents that write and publish articles, build backlinks, fix site issues and track brand mentions in AI answers.",
   "w_u": "https://arvow.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our crawler asks real questions to ChatGPT, Perplexity, Gemini, Claude, Grok, and Google AI Overviews",
     "u": "https://arvow.com/llm-visibility-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "Know which sources AI cites when talking about you",
     "u": "https://arvow.com/llm-visibility-tracker"
    },
    "content": {
     "v": "yes",
     "q": "publish content that sounds exactly like you, ranks and gets cited by AI",
     "u": "https://arvow.com/"
    },
    "technical": {
     "v": "partial",
     "q": "find and fix technical issues",
     "u": "https://arvow.com/"
    },
    "pr": {
     "v": "partial",
     "q": "AI agents that build backlinks",
     "u": "https://arvow.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White label SEO reports for agencies",
     "u": "https://arvow.com/"
    }
   },
   "product": "AI Visibility Tracker",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/arvow",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "arvow"
  },
  {
   "n": "Asking Franklin",
   "u": "https://www.askingfranklin.com/",
   "w": "AI SEO assistant for content teams that researches search intent and writes articles optimized for Google and generative AI engines.",
   "w_u": "https://www.askingfranklin.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "creates content optimized for Google and generative AI engines",
     "u": "https://www.askingfranklin.com/"
    },
    "technical": {
     "v": "partial",
     "q": "E-E-A-T optimization, semantic structure and technical markup to maximize your visibility.",
     "u": "https://www.askingfranklin.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Solopreneurs, agencies, small and large businesses",
     "u": "https://www.askingfranklin.com/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "asking-franklin"
  },
  {
   "n": "Authoritas",
   "u": "https://www.authoritas.com/",
   "w": "SEO suite with AI search tracking: AI share of voice, citations and sentiment across AI Overviews, Copilot, ChatGPT, Gemini, Claude, Perplexity.",
   "w_u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare citations and mentions across AI search models and track trends over time.",
     "u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking"
    },
    "sources": {
     "v": "yes",
     "q": "Compare the most cited third-party sites for each model and across all LLMs in your industry.",
     "u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking"
    },
    "content": {
     "v": "partial",
     "q": "Optimise brand visibility before competitors dominate AI citations.",
     "u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking"
    },
    "pr": {
     "v": "partial",
     "q": "Outreach and link building tools for planning and executing campaigns",
     "u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Partner Programme",
     "u": "https://www.authoritas.com/ai-search/llm-brand-visibility-tracking"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Research relevant questions your customers ask LLMs",
     "u": "https://www.authoritas.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Authoritas AI Search Platform",
   "hq": "United Kingdom",
   "hq_src": "https://www.authoritas.com/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-10",
    "src": "https://help.authoritas.com/en/articles/10040581-how-to-track-ai-overviews-in-the-platform-and-find-keywords-showing-aios"
   },
   "slug": "authoritas-ai-search-llm-brand-visibility-tracking"
  },
  {
   "n": "Authority Radar",
   "u": "https://authorityradar.com/",
   "w": "Software that tracks brands across ChatGPT, Perplexity, Gemini and Claude and adds Search Console analysis, content recovery and a link marketplace for SEO teams.",
   "w_u": "https://authorityradar.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and sentiment across ChatGPT, Perplexity, Gemini, Claude, and more.",
     "u": "https://authorityradar.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sites shaping AI answers in your space, so you know where to earn your way in.",
     "u": "https://authorityradar.com/"
    },
    "content": {
     "v": "partial",
     "q": "10 Content Briefs / Month",
     "u": "https://authorityradar.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Browse vetted backlink opportunities or trade links with credits.",
     "u": "https://authorityradar.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Fan-Out Queries / Month",
     "u": "https://authorityradar.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For power users & agencies",
     "u": "https://authorityradar.com/pricing"
    }
   },
   "hq": "India",
   "hq_src": "https://digitalscoopindia.in/ankit-jaitly-building-the-future-of-ai-visibility-and-search/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://www.indiehackers.com/post/authority-radar-measuring-brand-visibility-in-the-age-of-ai-search-Ei4zgfWKg9A776t4zKbd"
   },
   "slug": "authority-radar"
  },
  {
   "n": "Autoblogging.ai",
   "u": "https://autoblogging.ai/",
   "w": "AI article writer that bulk generates SEO articles, posts them to WordPress and tracks brands in Google AI Overviews, for bloggers, agencies and brands.",
   "w_u": "https://autoblogging.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See (and grow) where you show up in Google's AI Overviews.",
     "u": "https://autoblogging.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Rank, citations & sentiment",
     "u": "https://autoblogging.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize content to get cited by AI answer engines.",
     "u": "https://autoblogging.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "publishes your brand everywhere AI answers look",
     "u": "https://autoblogging.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See what AI search engines ask about your topic.",
     "u": "https://autoblogging.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "One dashboard for many client sites",
     "u": "https://autoblogging.ai/"
    }
   },
   "product": "AI Overview brand tracking",
   "hq": "United Kingdom",
   "hq_src": "https://autoblogging.ai/",
   "founded": 2022,
   "founded_src": "https://autoblogging.ai/about-us:",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.linkedin.com/posts/shardavaibhav_ai-visibility-tracking-for-ai-overviews-now-activity-7484877796633264128-EcZO"
   },
   "slug": "autoblogging-ai"
  },
  {
   "n": "Azuqe",
   "u": "https://azuqe.com/",
   "w": "AI SEO workspace with technical audits, keyword research, AI-written blogs and AI visibility tracking across ChatGPT, Gemini and other engines, for growth teams.",
   "w_u": "https://azuqe.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Azuqe tracks where your brand gets cited across Google, ChatGPT, Gemini, and other AI answer engines",
     "u": "https://azuqe.com"
    },
    "sources": {
     "v": "partial",
     "q": "Azuqe tracks where your brand gets cited across Google, ChatGPT, Gemini, and other AI answer engines",
     "u": "https://azuqe.com"
    },
    "content": {
     "v": "yes",
     "q": "then optimizes your content so you show up more often",
     "u": "https://azuqe.com"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler Logs",
     "u": "https://azuqe.com"
    },
    "pr": {
     "v": "partial",
     "q": "Repurpose your contents and tracked prompts into posts, answers, and video scripts for Reddit, Quora, LinkedIn, X, and YouTube.",
     "u": "https://azuqe.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://azuqe.com/about"
    }
   },
   "hq": "India",
   "hq_src": "https://azuqe.com",
   "read": "2026-11-02",
   "slug": "azuqe"
  },
  {
   "n": "BabyLoveGrowth",
   "u": "https://www.babylovegrowth.ai/en",
   "w": "Automated SEO and AI-search growth platform: daily branded articles, backlink exchange, technical SEO, Reddit/Quora comment suggestions and AI prompt tracking.",
   "w_u": "https://www.babylovegrowth.ai/en",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "10 AI prompts tracked — ChatGPT, Claude & Gemini",
     "u": "https://www.babylovegrowth.ai/en/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Every article is optimized for Google and AI search, so it can rank and get cited.",
     "u": "https://www.babylovegrowth.ai/en"
    },
    "pr": {
     "v": "yes",
     "q": "Our agent identifies the Reddit and Quora posts that LLMs learn from, then suggests comments that naturally mention your brand.",
     "u": "https://www.babylovegrowth.ai/en"
    },
    "agency": {
     "v": "yes",
     "q": "Offer SEO services to your clients at your pricing",
     "u": "https://www.babylovegrowth.ai/en/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Technical SEO",
     "u": "https://www.babylovegrowth.ai/en"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword Discovery | User Prompts",
     "u": "https://www.babylovegrowth.ai/en"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.babylovegrowth.ai/en",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/company/babylovegrowth",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "babylovegrowth"
  },
  {
   "n": "Balzac AI",
   "u": "https://hirebalzac.ai/",
   "w": "Software that finds keywords, writes articles meant to rank on Google and get cited by ChatGPT, and publishes them, sold to founders and small businesses.",
   "w_u": "https://hirebalzac.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks rankings on Google and citations in AI answers",
     "u": "https://hirebalzac.ai/llms.txt"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "writes articles built to rank on Google and get cited by ChatGPT",
     "u": "https://hirebalzac.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler checker",
     "u": "https://hirebalzac.ai/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Founders, small businesses, agencies and lean marketing teams",
     "u": "https://hirebalzac.ai/llms.txt"
    }
   },
   "product": "Balzac",
   "hq": "Belgium",
   "hq_src": "https://hirebalzac.ai/about/",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/balzacai",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "balzac-ai"
  },
  {
   "n": "Be Found Everywhere",
   "u": "https://bfeai.com/",
   "w": "Keyword Agent plus a 'LABS' LLM citation tracker across six LLMs, with one-click diagnosis of why a brand is not cited.",
   "w_u": "https://bfeai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your citations on all 6 LLMs.",
     "u": "https://bfeai.com/"
    },
    "content": {
     "v": "yes",
     "q": "One click tells you why you're not being cited and exactly what to change to start showing up.",
     "u": "https://bfeai.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Track Unlimited Businesses ... track any business you want at no extra cost.",
     "u": "https://bfeai.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Track your citations on all 6 LLMs.",
     "u": "https://bfeai.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "targeting high-intent buyers on search engines and middle-funnel keywords that get you cited by LLMs",
     "u": "https://bfeai.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LABs (LLM tracker) and Keyword Agent",
   "hq": "United States",
   "hq_src": "https://bfeai.com/terms-of-use/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://newsroom.submitmypressrelease.com/2026/03/09/be-found-everywhere-launches-bfe-ai-ai-powered-applications-built-to-help-local-businesses-control-search-rankings-and-ai-visibility_2215743.html"
   },
   "slug": "be-found-everywhere-bfeai"
  },
  {
   "n": "Beacon",
   "u": "https://ibeacon.ai/",
   "w": "SEO and GEO platform that crawls sites, queries AI engines and turns findings into weekly action plans for owners, marketers and agencies.",
   "w_u": "https://ibeacon.ai",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand mentions, position & sentiment in AI answers",
     "u": "https://ibeacon.ai"
    },
    "sources": {
     "v": "partial",
     "q": "See why rivals get recommended: their comparison pages, citations and the entities they own.",
     "u": "https://ibeacon.ai"
    },
    "content": {
     "v": "yes",
     "q": "Score every page for AI extractability and get the exact briefs, tables and FAQs to add.",
     "u": "https://ibeacon.ai"
    },
    "technical": {
     "v": "yes",
     "q": "See exactly what AI crawlers miss: static HTML vs JavaScript-rendered content & keywords.",
     "u": "https://ibeacon.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "25 client projects · 250-page crawls",
     "u": "https://ibeacon.ai"
    }
   },
   "hq": "Latvia",
   "hq_src": "https://ibeacon.ai/about",
   "read": "2026-11-02",
   "slug": "beacon"
  },
  {
   "n": "Bilarna",
   "u": "https://bilarna.com/",
   "w": "Platform joining AI prompt tracking, site audits, Search Console analytics and content drafting, sold to business owners, online stores, marketing teams and agencies.",
   "w_u": "https://bilarna.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand in selected AI answers and compare brand mentions and cited sources.",
     "u": "https://bilarna.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Inspect the pages and domains cited in analyzed AI answers",
     "u": "https://bilarna.com/about-us"
    },
    "content": {
     "v": "yes",
     "q": "Create briefs, draft new content or improve existing pages.",
     "u": "https://bilarna.com/"
    },
    "technical": {
     "v": "yes",
     "q": "56-point LLM SEO checklist covering crawlability, structured data (JSON-LD), content quality, readability, and AI accessibility.",
     "u": "https://bilarna.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Explore ChatGPT Ads",
     "u": "https://bilarna.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "search-demand evidence",
     "u": "https://bilarna.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can use Bilarna to connect client website checks, search evidence, AI visibility and content tasks",
     "u": "https://bilarna.com/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://bilarna.com/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "bilarna"
  },
  {
   "n": "Blastra",
   "u": "https://blastra.io/",
   "w": "Directory listing service and dashboard for B2B software companies that submits and updates profiles on review sites AI answers cite.",
   "w_u": "https://blastra.io",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "yes",
     "q": "We scan the directories LLMs and buyers read, spot where your narrative is off",
     "u": "https://blastra.io"
    },
    "content": {
     "v": "partial",
     "q": "every field filled and written for AI answers",
     "u": "https://blastra.io"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "We get your SaaS listed on every directory that matters.",
     "u": "https://blastra.io"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Blastra is the execution layer for PR and AR firms expanding into review-site strategy and AI search. Get your clients listed",
     "u": "https://blastra.io/solutions/agencies/"
    }
   },
   "hq": "United States",
   "hq_src": "https://blastra.io/about/",
   "read": "2026-11-02",
   "slug": "blastra"
  },
  {
   "n": "BlazeHive",
   "u": "https://www.blazehive.io/",
   "w": "AI SEO agent that researches buyer keywords, publishes pages and earns links while scoring AI visibility, plus a done-for-you agency option.",
   "w_u": "https://www.blazehive.io",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your agent asks the AI engines the exact questions your buyers ask",
     "u": "https://www.blazehive.io"
    },
    "sources": {
     "v": "yes",
     "q": "We target sources cited in relevant AI answers and work to get your business featured and linked there.",
     "u": "https://www.blazehive.io/agency/"
    },
    "content": {
     "v": "yes",
     "q": "ships the exact page type AI models pull answers from",
     "u": "https://www.blazehive.io"
    },
    "technical": {
     "v": "partial",
     "q": "Robots.txt Checker",
     "u": "https://www.blazehive.io"
    },
    "pr": {
     "v": "yes",
     "q": "Your agent finds those pages in your niche, checks that a link to you fits, and writes to each site owner.",
     "u": "https://www.blazehive.io"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Solutions",
     "u": "https://www.blazehive.io"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.blazehive.io/imprint/",
   "read": "2026-11-02",
   "slug": "blazehive"
  },
  {
   "n": "Blazly for AI Discoverability",
   "u": "https://www.blazly.ai/",
   "w": "GEO module of the Blazly AI growth suite (SEO, backlinks, social, leads): GEO audit, citation mapping and visibility monitoring.",
   "w_u": "https://www.blazly.ai/generative-engine-optimization",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEO Monitor: Real-Time Insights",
     "u": "https://www.blazly.ai/generative-engine-optimization"
    },
    "sources": {
     "v": "yes",
     "q": "See how AI models like ChatGPT and Gemini cite your brand. Find citation gaps and align with trusted sources to boost credibility.",
     "u": "https://www.blazly.ai/generative-engine-optimization"
    },
    "content": {
     "v": "yes",
     "q": "Run a full GEO audit to reveal what limits your visibility across AI and local search.",
     "u": "https://www.blazly.ai/generative-engine-optimization"
    },
    "pr": {
     "v": "partial",
     "q": "Build high-quality backlinks with intelligent outreach and tracking to boost authority and rankings faster.",
     "u": "https://www.blazly.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "For scaling teams & agencies",
     "u": "https://www.blazly.ai/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Run a full GEO audit to reveal what limits your visibility across AI and local search.",
     "u": "https://www.blazly.ai/generative-engine-optimization"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Blazly GEO",
   "hq": "India",
   "hq_src": "https://www.blazly.ai/terms-and-conditions",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "blazly-geo"
  },
  {
   "n": "Blym",
   "u": "https://www.blym.co/",
   "w": "SEO and GEO content platform for ecommerce, SaaS and solo teams, going from keyword research to published articles using SERP and LLM data.",
   "w_u": "https://www.blym.co",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "What OpenAI, Claude, Gemini, and Perplexity say about your topic, compared side by side.",
     "u": "https://www.blym.co"
    },
    "sources": {
     "v": "yes",
     "q": "cross-references OpenAI, Claude, Gemini, and Perplexity to show you what is actually getting cited right now",
     "u": "https://www.blym.co"
    },
    "content": {
     "v": "yes",
     "q": "Live SEO and GEO scoring",
     "u": "https://www.blym.co/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "SEO agencies managing multiple brands",
     "u": "https://www.blym.co/pricing"
    }
   },
   "hq": "France",
   "hq_src": "https://www.blym.co/legal-notice",
   "read": "2026-11-02",
   "slug": "blym"
  },
  {
   "n": "Botify",
   "u": "https://www.botify.com/",
   "w": "Enterprise technical SEO/AI search optimization platform; measures share of voice, citations and mentions across AI platforms.",
   "w_u": "https://www.botify.com/platform/visibility/ai-visibility",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure your visibility and share of voice across ChatGPT, Perplexity, Google AI Mode, AI Overviews, and Gemini",
     "u": "https://www.botify.com/platform/visibility/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "analyze the searches and domains influencing AI answers",
     "u": "https://www.botify.com/product-releases/june-2026-release-highlights"
    },
    "content": {
     "v": "yes",
     "q": "Run and test content optimizations at scale so your fixes don't sit in the dev queue.",
     "u": "https://www.botify.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Serve your content to agents in under 300ms so every agent gets the complete picture to cite your brand in AI answers",
     "u": "https://www.botify.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Your product feeds, rebuilt for AI: Enrich your catalog and push it to Google and OpenAI",
     "u": "https://www.botify.com/"
    }
   },
   "product": "Botify AI Visibility",
   "founded": 2012,
   "founded_src": "https://www.botify.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "botify-ai-visibility"
  },
  {
   "n": "BrightEdge",
   "u": "https://www.brightedge.com/",
   "w": "Enterprise SEO platform; AI Catalyst tracks brand mentions, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini.",
   "w_u": "https://www.brightedge.com/products/ai-catalyst",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "BrightEdge AI Catalyst tracks how often your brand is mentioned and cited across ChatGPT, Perplexity, Google AI Overviews",
     "u": "https://www.brightedge.com/products/ai-catalyst"
    },
    "sources": {
     "v": "yes",
     "q": "BrightEdge AI Catalyst shows you which page holds that citation today and lists exactly what your content is missing to win it.",
     "u": "https://www.brightedge.com/products/ai-catalyst"
    },
    "content": {
     "v": "yes",
     "q": "Citation likelihood improves when your page covers the topics an AI platform is pulling from a competitor's page",
     "u": "https://www.brightedge.com/products/ai-catalyst"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Resources for agency partners",
     "u": "https://www.brightedge.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Agent Insights | Track & analyze AI Agent activity",
     "u": "https://www.brightedge.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "AI-Powered Prompt Research Powered by BrightEdge Copilot",
     "u": "https://help.brightedge.com/news/press-releases/brightedge-ai-catalyst-completes-search-picture-brands-win-ai-era"
    },
    "commerce": {
     "v": "yes",
     "q": "Get recommended by AI shopping agents",
     "u": "https://www.brightedge.com/"
    }
   },
   "product": "AI Catalyst",
   "hq": "United States",
   "hq_src": "https://www.brightedge.com/about",
   "founded": 2007,
   "founded_src": "https://www.brightedge.com/about",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-11",
    "src": "https://www.brightedge.com/news/press-releases/new-ai-capabilities-brightedge-empower-brands-see-and-be-seen-age-generative-ai"
   },
   "slug": "brightedge-ai-catalyst"
  },
  {
   "n": "BrightLocal",
   "u": "https://www.brightlocal.com/",
   "w": "Local SEO platform with a Local AI Visibility tracker showing whether ChatGPT and Google AI recommend each business location.",
   "w_u": "https://www.brightlocal.com/local-seo-tools/local-ai-visibility/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your local AI visibility across ChatGPT and Google's AIs'. See where you rank, compare local competitors",
     "u": "https://www.brightlocal.com/local-seo-tools/local-ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Use the AI sources leaderboard to find citation opportunities",
     "u": "https://www.brightlocal.com/local-seo-tools/local-ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Plain-English insights and prioritised next steps—no SEO expertise needed",
     "u": "https://www.brightlocal.com/local-seo-tools/local-ai-visibility/"
    },
    "pr": {
     "v": "partial",
     "q": "Local Citation Building Service",
     "u": "https://www.brightlocal.com/local-seo-tools/local-ai-visibility/"
    },
    "agency": {
     "v": "yes",
     "q": "White-labelling",
     "u": "https://www.brightlocal.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Local AI Visibility Tracker",
   "hq": "United Kingdom",
   "hq_src": "https://www.brightlocal.com/about-us/",
   "founded": 2009,
   "founded_src": "https://www.brightlocal.com/about-us/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08",
    "src": "https://help.brightlocal.com/hc/en-us/articles/38813340694162-August-2026-Release-Notes"
   },
   "slug": "brightlocal-local-ai-visibility"
  },
  {
   "n": "Briljant",
   "u": "https://briljant.nl/",
   "w": "Dutch software that measures daily whether ChatGPT and other AI models name a small business, and gives SEO and GEO fixes to paste or publish.",
   "w_u": "https://briljant.nl/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Briljant stelt elke dag vragen die jouw klanten aan AI stellen.",
     "u": "https://briljant.nl/"
    },
    "sources": {
     "v": "yes",
     "q": "Zie welke websites de AI aanhaalt in jouw markt, en waar jouw site nog niet tussen staat.",
     "u": "https://briljant.nl/functies"
    },
    "content": {
     "v": "yes",
     "q": "Zie bij welke klantvragen je concurrent wint en laat Briljant de tekst schrijven die het gat dicht.",
     "u": "https://briljant.nl/functies"
    },
    "technical": {
     "v": "yes",
     "q": "Gratis, zonder account: robots.txt, AI-crawlers, structured data en llms.txt.",
     "u": "https://briljant.nl/functies"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "GEO voor webshops: laat AI je producten aanraden",
     "u": "https://briljant.nl/llms.txt"
    },
    "prompts": {
     "v": "partial",
     "q": "Briljant bedenkt de vragen die jouw klanten aan AI stellen.",
     "u": "https://briljant.nl/"
    },
    "agency": {
     "v": "yes",
     "q": "Elke 30 dagen een rapport voor je klant, als PDF of deelbare link",
     "u": "https://briljant.nl/voor-marketingbureaus"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://briljant.nl/over-ons",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://nl.linkedin.com/posts/briljant-nl_briljant-geo-platform-voor-ai-zichtbaarheid-activity-7403740389154689024-dNrP"
   },
   "slug": "briljant"
  },
  {
   "n": "Byline",
   "u": "https://app.bylineseo.com/",
   "w": "Editor that scores pages for AI search retrieval and citation and generates and fixes articles, sold to SEO practitioners; it does not measure AI visibility.",
   "w_u": "https://app.bylineseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "The agent drafts the fix inside your editor, and you choose whether to apply it.",
     "u": "https://app.bylineseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Byline reads a page the way a crawler does and scores two things.",
     "u": "https://app.bylineseo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Full agent operations for multiple brands.",
     "u": "https://app.bylineseo.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "byline"
  },
  {
   "n": "Casper",
   "u": "https://caspercontent.com",
   "w": "SEO content platform that writes and publishes articles and tracks brand mentions in AI models, for small businesses, agencies, SaaS and ecommerce teams.",
   "w_u": "https://caspercontent.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often ChatGPT, Claude, Gemini, and other AI models mention your brand",
     "u": "https://caspercontent.com"
    },
    "sources": {
     "v": "yes",
     "q": "find the sources AI cites",
     "u": "https://caspercontent.com"
    },
    "content": {
     "v": "yes",
     "q": "Casper tracks, writes, optimizes, and posts SEO content proven to rank on Google and AI search engines.",
     "u": "https://caspercontent.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Keywords now show AI search volume alongside the usual Google volume",
     "u": "https://caspercontent.com/changelog"
    },
    "agency": {
     "v": "yes",
     "q": "Scale client content without more headcount.",
     "u": "https://caspercontent.com"
    }
   },
   "product": "Casper AI Visibility",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "casper"
  },
  {
   "n": "Citedy",
   "u": "https://www.citedy.com/",
   "w": "Platform and API of AI agents that scout competitors and write and publish SEO and GEO articles, with AI visibility checks, for marketers and agencies.",
   "w_u": "https://www.citedy.com/llms.txt",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Brand Scanner analyzes how AI assistants (ChatGPT, Claude, Gemini, Perplexity, Google SGE, Bing Copilot) perceive and recommend your brand.",
     "u": "https://www.citedy.com/ai/features/ai-brand-scanner.md"
    },
    "sources": {
     "v": "partial",
     "q": "See why AI cites your competitors instead of you",
     "u": "https://www.citedy.com/"
    },
    "content": {
     "v": "yes",
     "q": "Optimized for AI citations and search rankings.",
     "u": "https://www.citedy.com/"
    },
    "technical": {
     "v": "partial",
     "q": "validate_json_ld_schema",
     "u": "https://www.citedy.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Wiki Backlinks Hunter",
     "u": "https://www.citedy.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "50+ client blogs from one workspace.",
     "u": "https://www.citedy.com/about"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.citedy.com/blog/free-ai-brand-scanner"
   },
   "slug": "citedy"
  },
  {
   "n": "CiteTrack AI",
   "u": "https://citetrackai.com/",
   "w": "WordPress plugin that checks how ChatGPT, Perplexity, Gemini, Claude and Grok mention a business and manages WordPress SEO, for site owners and agencies.",
   "w_u": "https://citetrackai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare five AI services across the same tracked questions",
     "u": "https://citetrackai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify cited domains, source movement, your pages that appear and the opportunities worth pursuing.",
     "u": "https://citetrackai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Build clearer answers and stronger page evidence.",
     "u": "https://citetrackai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Identify verified crawlers and suspicious traffic.",
     "u": "https://citetrackai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fan-out discovery",
     "u": "https://citetrackai.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited sites + white-label.",
     "u": "https://citetrackai.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citetrack-ai"
  },
  {
   "n": "Citevant",
   "u": "https://citevant.com/",
   "w": "Tracks brands on five AI engines and automates outreach to the articles those engines cite, plus directory backlinks, for founders and teams.",
   "w_u": "https://citevant.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week Citevant checks ChatGPT, Gemini, Google AI Overviews, Perplexity and Claude for those questions",
     "u": "https://citevant.com/"
    },
    "sources": {
     "v": "yes",
     "q": "records which brands appear and which pages the engines cite",
     "u": "https://citevant.com/"
    },
    "content": {
     "v": "partial",
     "q": "with content and backlinks in one platform",
     "u": "https://citevant.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Citevant contacts their publishers to request a mention of your brand, automatically.",
     "u": "https://citevant.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "builds the list of questions your buyers actually ask",
     "u": "https://citevant.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Estonia",
   "hq_src": "https://citevant.com/",
   "read": "2026-11-02",
   "slug": "citevant"
  },
  {
   "n": "Clearscope",
   "u": "https://www.clearscope.io/",
   "w": "Content optimization platform that also tracks whether Google, ChatGPT, Gemini and Claude mention you, and which of your pages AI cites.",
   "w_u": "https://www.clearscope.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often Google, ChatGPT, Gemini and Claude mention you for each query, next to the competitors you choose.",
     "u": "https://www.clearscope.io/"
    },
    "sources": {
     "v": "partial",
     "q": "You'll instantly see which of your monitored pages in Content Inventory... are appearing as cited sources in AI models.",
     "u": "https://www.clearscope.io/blog/is-ai-citing-your-pages"
    },
    "content": {
     "v": "yes",
     "q": "write the page that earns the mention, and monitor it after it ships.",
     "u": "https://www.clearscope.io/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Query Tracking",
   "hq": "United States",
   "hq_src": "https://www.clearscope.io/legals/tos:",
   "founded": 2016,
   "founded_src": "https://www.mushilabs.com/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "clearscope"
  },
  {
   "n": "Collabim",
   "u": "https://www.collabim.cz/",
   "w": "Czech SEO tool that measures keyword rankings and brand visibility in AI answers, for site owners, agencies and marketers.",
   "w_u": "https://www.collabim.cz/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Sledujte, jak o vaší značce, produktech a konkurenci mluví ChatGPT, Gemini a Perplexity.",
     "u": "https://www.collabim.cz/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Přehled webů, ze kterých AI modely čerpají při generování odpovědi o vaší značce.",
     "u": "https://www.collabim.cz/ai-visibility"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Zjistěte, jaká klíčová slova ChatGPT a Gemini použily při hledání odpovědi na Googlu.",
     "u": "https://www.collabim.cz/ai-visibility"
    },
    "agency": {
     "v": "partial",
     "q": "Agentury a freelanceři",
     "u": "https://www.collabim.cz/"
    }
   },
   "product": "Collabim AI Visibility",
   "hq": "Czechia",
   "hq_src": "https://www.collabim.cz/kontakt",
   "founded": 2009,
   "founded_src": "https://www.collabim.cz/akademie/vitejte/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "collabim"
  },
  {
   "n": "Conductor",
   "u": "https://www.conductor.com/",
   "w": "Enterprise AEO + SEO platform: tracks brand visibility in ChatGPT, Gemini, Copilot, Claude, plus AI content creation and site monitoring.",
   "w_u": "https://www.conductor.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand's visibility across ChatGPT, Gemini, Copilot, Claude, and traditional search",
     "u": "https://www.conductor.com/"
    },
    "sources": {
     "v": "yes",
     "q": "showing which pages and topics are driving citations in AI-generated answers",
     "u": "https://agilebrandguide.com/conductor-delivers-next-generation-ai-search-performance-introducing-the-industrys-only-system-of-record-for-aeo/"
    },
    "content": {
     "v": "yes",
     "q": "Pinpoint exactly where you have an opportunity to optimize content for AI mentions and citations.",
     "u": "https://www.conductor.com/lp/enterprise-ai-visibility-optimization/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies, enterprise IT, and MarTech partners can build on Conductor's proprietary AEO intelligence",
     "u": "https://www.conductor.com/"
    },
    "technical": {
     "v": "yes",
     "q": "24/7 always-on monitoring tracks how AI bots crawl your site.",
     "u": "https://www.conductor.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Audience and intent-based analysis, helping teams understand how different buyers encounter and interpret their brand",
     "u": "https://agilebrandguide.com/conductor-delivers-next-generation-ai-search-performance-introducing-the-industrys-only-system-of-record-for-aeo/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Conductor Intelligence / AI Search Performance",
   "hq": "United States",
   "hq_src": "https://www.businesswire.com/news/home/20260218569189/en/Conductor-Leads-the-Enterprise-AEO-Market-as-Global-Demand-Surges-Closing-FY2026-With-Record-Expansion",
   "founded": 2006,
   "founded_src": "https://en.wikipedia.org/wiki/Conductor_(company)",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-12",
    "src": "https://www.conductor.com/blog/december-2024-new-feature-roundup/"
   },
   "slug": "conductor"
  },
  {
   "n": "Contently",
   "u": "https://contently.com/",
   "w": "Content platform and creator network for regulated industries, with an AEO offering that tracks citations and rewrites content for AI engines.",
   "w_u": "https://contently.com/platform/llm-optimization/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "then track where your brand shows up across them, week over week",
     "u": "https://contently.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation tracking, schema engineering, entity audits, conversational-prompt testing, and structural rewrites.",
     "u": "https://contently.com/platform/llm-optimization/"
    },
    "content": {
     "v": "yes",
     "q": "We optimize every piece for the way answer engines actually parse and rank",
     "u": "https://contently.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Citation tracking, schema engineering, entity audits, conversational-prompt testing, and structural rewrites.",
     "u": "https://contently.com/platform/llm-optimization/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Citation tracking, schema engineering, entity audits, conversational-prompt testing, and structural rewrites.",
     "u": "https://contently.com/platform/llm-optimization/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "contently"
  },
  {
   "n": "ContextBolt",
   "u": "https://contextbolt.com",
   "w": "MCP server that gives Claude, Cursor and Codex keyword, ranking, backlink and AI visibility data, plus a free GEO audit, for founders, agencies and writers.",
   "w_u": "https://contextbolt.com/seo",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ranks you against your competitors by share of AI mentions, and it tracks over time",
     "u": "https://contextbolt.com/seo"
    },
    "sources": {
     "v": "yes",
     "q": "Cited as a source, not named in the answer.",
     "u": "https://contextbolt.com/seo"
    },
    "content": {
     "v": "partial",
     "q": "Ask your agent which page to rewrite.",
     "u": "https://contextbolt.com/seo"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Audit: Paste a URL and see what AI crawlers get from your page.",
     "u": "https://contextbolt.com/tools"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "How founders, agencies and writers use it",
     "u": "https://contextbolt.com/seo"
    }
   },
   "product": "ContextBolt SEO; free AI Visibility Checker and GEO Audit",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "contextbolt"
  },
  {
   "n": "CrawlerQue",
   "u": "https://crawlerque.com/",
   "w": "SEO audit tool with twelve modules, including AI visibility across ChatGPT, Claude and Gemini, and client reports, for marketers, SEO teams and agencies.",
   "w_u": "https://crawlerque.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Crawler Que tests real category and buyer-intent prompts across ChatGPT, Claude, and Gemini",
     "u": "https://crawlerque.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited pages and missed prompt opportunities",
     "u": "https://crawlerque.com/"
    },
    "content": {
     "v": "partial",
     "q": "GEO readiness and AI citation signals",
     "u": "https://crawlerque.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Structured-data and schema signals",
     "u": "https://crawlerque.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Missed prompt opportunities",
     "u": "https://crawlerque.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDF reports",
     "u": "https://crawlerque.com/"
    }
   },
   "product": "AI Visibility modules",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "crawlerque"
  },
  {
   "n": "Crawlie",
   "u": "https://www.spronta.com/",
   "w": "Open source technical SEO and GEO crawler with a command line and MCP server, tied to Spronta's hosted monitoring platform.",
   "w_u": "https://github.com/spronta/crawlie",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "a GEO score (how citable your pages are by AI search",
     "u": "https://www.spronta.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Test a robots.txt against 18 AI and search crawlers",
     "u": "https://www.spronta.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "crawlie"
  },
  {
   "n": "DataForSEO",
   "u": "https://dataforseo.com/",
   "w": "SEO data API provider; its AI Optimization API supplies LLM responses, AI search volume, and brand mention and citation data.",
   "w_u": "https://dataforseo.com/apis/ai-optimization-api",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions and AI visibility across LLMs",
     "u": "https://dataforseo.com/apis/ai-optimization-api/llm-mentions-api"
    },
    "sources": {
     "v": "yes",
     "q": "the domains and pages cited as sources",
     "u": "https://dataforseo.com/solutions/geo"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Keyword Search Volume",
     "u": "https://dataforseo.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Optimization API",
   "hq": "Ukraine",
   "hq_src": "https://dataforseo.com/about-us",
   "founded": 2016,
   "founded_src": "https://dataforseo.com/about-us:",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://dataforseo.com/update/introducing-ai-optimization-api"
   },
   "slug": "dataforseo-ai-optimization-api"
  },
  {
   "n": "DeepAudit",
   "u": "https://canlah.ai/product/",
   "w": "A paid diagnostic report showing how AI names a brand against three competitors, with site checks and a fix list.",
   "w_u": "https://canlah.ai/product/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "When buyers don't name you: who AI names and how often, head to head with the 3 competitors you pick",
     "u": "https://canlah.ai/product/"
    },
    "sources": {
     "v": "yes",
     "q": "Which sites and pages AI cites, and why it cites someone else's",
     "u": "https://canlah.ai/product/"
    },
    "content": {
     "v": "partial",
     "q": "Trust content: client proof, security and policy pages",
     "u": "https://canlah.ai/product/"
    },
    "technical": {
     "v": "yes",
     "q": "Whether AI can read your pages: structured data, llms.txt, AI crawlers blocked or not",
     "u": "https://canlah.ai/product/"
    },
    "pr": {
     "v": "partial",
     "q": "Community talk, such as Reddit",
     "u": "https://canlah.ai/product/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Your buyer question map: 30 questions across five decision stages",
     "u": "https://canlah.ai/product/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://canlah.ai/product/",
   "read": "2026-11-02",
   "slug": "deepaudit"
  },
  {
   "n": "DeepLoupe",
   "u": "https://deeploupe.com/",
   "w": "Audit tool for site owners that renders pages as AI bots see them and tests whether ChatGPT and Perplexity cite the site.",
   "w_u": "https://deeploupe.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wöchentlicher Zitations-Check gegen fünf Answer-Engines",
     "u": "https://deeploupe.com/"
    },
    "sources": {
     "v": "yes",
     "q": "wir prüfen nach, ob die Quelle dich wirklich nennt",
     "u": "https://deeploupe.com/"
    },
    "content": {
     "v": "yes",
     "q": "Frage-Überschriften, gerankte Listen, Vergleichstabellen, Kurzfassung",
     "u": "https://deeploupe.com/"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt blockiert GPTBot & PerplexityBot",
     "u": "https://deeploupe.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "White-Label für Agenturen",
     "u": "https://deeploupe.com/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://deeploupe.com/impressum",
   "read": "2026-11-02",
   "slug": "deeploupe"
  },
  {
   "n": "DEJAN",
   "u": "https://app.dejan.ai/?migration=1",
   "w": "Tracks brand visibility in Google, OpenAI and Anthropic models, shows sources behind answers, and tests page edits against an AI ranker.",
   "w_u": "https://app.dejan.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ask Google, OpenAI and Anthropic about your topics daily, weekly or monthly, with or without web search.",
     "u": "https://app.dejan.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which brands AI links to your topics, your relevance scores, and the sources behind the answers.",
     "u": "https://app.dejan.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Test page edits against an AI ranker and keep the edits that move your page higher.",
     "u": "https://app.dejan.ai/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "See what a model retrieves and cites, and what it recalls without search.",
     "u": "https://app.dejan.ai/?migration=1"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "DEJAN App / AI SEO Suite",
   "hq": "Australia",
   "hq_src": "https://dejan.ai/",
   "founded": 2008,
   "founded_src": "https://dejan.ai/about-us/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-02",
    "src": "https://www.linkedin.com/posts/seoguy_how-does-ai-rank-your-brand-what-does-ai-activity-7296929910944673792-eOom"
   },
   "slug": "ai-seo-suite-by-dejan-formerly-ai-rank"
  },
  {
   "n": "DemandSphere",
   "u": "https://www.demandsphere.com/",
   "w": "SERP and AI search analytics platform that tracks rankings plus brand mentions, citations and sentiment across AI engines.",
   "w_u": "https://www.demandsphere.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLM Visibility Tracking Prompt & Query Research ... Brand Management Sentiment Analysis",
     "u": "https://www.demandsphere.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation & Linked Mention Tracking",
     "u": "https://www.demandsphere.com/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Global SERP and AI search analytics platform for in-house and agency teams.",
     "u": "https://www.demandsphere.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Analytics AX - Log Analytics: Server Log Analysis, Crawler & Bot Detection, AI Crawler Monitoring",
     "u": "https://www.demandsphere.com"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt & Query Research | Prompt Volume",
     "u": "https://www.demandsphere.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "DemandMetrics for Gen AI",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/demandsphere",
   "founded": 2009,
   "founded_src": "https://www.demandsphere.com/about/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03",
    "src": "https://www.demandsphere.com/blog/new-features-ai-search-visibility-monitoring-covering-chatgpt-perplexity-ai-overviews-and-more/"
   },
   "slug": "demandsphere"
  },
  {
   "n": "Diib",
   "u": "https://diib.com/",
   "w": "Diib sells SEO and website growth tools to small businesses, with an AI visibility score that tracks prompts in ChatGPT, Gemini and Perplexity.",
   "w_u": "https://diib.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run real prompts your customers are asking ChatGPT, Gemini and Perplexity right now",
     "u": "https://diib.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Shows which competitors are cited (and which articles)",
     "u": "https://diib.com/"
    },
    "content": {
     "v": "partial",
     "q": "Tells you what to publish to get cited next",
     "u": "https://diib.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Tracks 50+ prompts per industry, weekly",
     "u": "https://diib.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Manage multiple sites from one account and see how each is performing.",
     "u": "https://diib.com/pricing/"
    }
   },
   "product": "AI visibility score",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/diib",
   "founded": 2012,
   "founded_src": "https://www.linkedin.com/company/diib",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.linkedin.com/posts/diib_scan-your-website-in-60-seconds-no-credit-activity-7427021953166680064-b6ZJ"
   },
   "slug": "diib"
  },
  {
   "n": "DinoRANK",
   "u": "https://dinorank.com/en/",
   "w": "SEO suite with rank tracking, keyword and content tools plus an SEO for LLMs module that tracks prompts, for consultants and agencies.",
   "w_u": "https://dinorank.com/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "50 Prompts to track in LLMs",
     "u": "https://dinorank.com/en/"
    },
    "sources": {
     "v": "partial",
     "q": "¿Te están citando?",
     "u": "https://dinorank.com/blog/llms/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Monitoriza el tráfico que te llega desde fuentes de IA",
     "u": "https://dinorank.com/blog/llms/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "cuándo y dónde apareces citado en los prompts más relevantes",
     "u": "https://dinorank.com/blog/llms/"
    },
    "agency": {
     "v": "yes",
     "q": "White label report",
     "u": "https://dinorank.com/en/seccion-precios/"
    }
   },
   "product": "SEO for LLMs",
   "hq": "Spain",
   "hq_src": "https://es.linkedin.com/company/dinorank",
   "founded": 2019,
   "founded_src": "https://dinorank.com/equipo/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "dinorank"
  },
  {
   "n": "Distribb",
   "u": "https://distribb.io",
   "w": "AI SEO software that publishes articles, exchanges backlinks, runs listicle outreach and tracks AI citations for businesses seeking organic buyers.",
   "w_u": "https://distribb.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether your brand appears across leading AI engines, which prompts trigger mentions, and which pages earn citations.",
     "u": "https://distribb.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited pages and competitor comparisons",
     "u": "https://distribb.io/"
    },
    "content": {
     "v": "yes",
     "q": "Articles are written, scheduled, and published with SEO and AI visibility in mind",
     "u": "https://distribb.io/"
    },
    "technical": {
     "v": "partial",
     "q": "AI SEO Checklist + llms.txt Generator",
     "u": "https://distribb.io/"
    },
    "pr": {
     "v": "yes",
     "q": "tracks down each author's contact, and drafts a personalized pitch to get you added",
     "u": "https://distribb.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "~1,200 AI searches/mo",
     "u": "https://distribb.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Resell done-for-you SEO to your clients under your own brand.",
     "u": "https://distribb.io/white-label"
    }
   },
   "read": "2026-11-02",
   "slug": "distribb"
  },
  {
   "n": "DolphinX",
   "u": "https://dolphinx.jp/",
   "w": "Sells Japanese SaaS for SEO and AI search measurement, tracking how ChatGPT and Gemini recommend a brand, to marketing teams and agencies.",
   "w_u": "https://dolphinx.jp/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPTやGeminiが、自社をどれだけ推薦しているか。毎日計測して、言及を増やす。",
     "u": "https://dolphinx.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "AIが回答の根拠にした引用元を、比較記事やレビューなど10カテゴリに自動分類。",
     "u": "https://dolphinx.jp/aio/features"
    },
    "content": {
     "v": "partial",
     "q": "上位分析から本文・ファクトチェックまで。",
     "u": "https://dolphinx.jp/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "引用されている比較記事のうち、まだ載っていない記事を一覧にします。",
     "u": "https://dolphinx.jp/aio/features"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPTの回答画面に表示される広告を、日次計測と同時に自動取得。",
     "u": "https://dolphinx.jp/aio/features"
    },
    "prompts": {
     "v": "yes",
     "q": "AIに何が、どれだけ聞かれているかから始める。",
     "u": "https://dolphinx.jp/"
    },
    "agency": {
     "v": "yes",
     "q": "御社のアカウントの下にクライアントごとのアカウントを追加し、切り替えて管理できる",
     "u": "https://dolphinx.jp/aio"
    }
   },
   "product": "DolphinX AIO",
   "hq": "Japan",
   "hq_src": "https://dolphinx.jp/company",
   "founded": 2021,
   "founded_src": "https://dolphinx.jp/company",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://prtimes.jp/main/html/rd/p/000000026.000092256.html"
   },
   "slug": "dolphinx"
  },
  {
   "n": "DotSuite",
   "u": "https://dotseotools.com/",
   "w": "SEO and competitor intelligence suite that also tracks brand mentions, recommendations and citations in ChatGPT, Gemini and Perplexity.",
   "w_u": "https://dotseotools.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across AI conversations, discover where competitors are being ... Compare mentions, recommendations, position, citations, competitors, prompts and visibility trends",
     "u": "https://dotseotools.com/ai-search-visibility-platform"
    },
    "sources": {
     "v": "yes",
     "q": "AI Citation Intelligence ... Follow prompt wins and losses, competitor movement, citation patterns and platform differences.",
     "u": "https://dotseotools.com/ai-search-visibility-platform"
    },
    "content": {
     "v": "partial",
     "q": "Improve search visibility, conversational discovery, semantic relevance, and AI recommendation performance using actionable intelligence. ... Action ready Content brief generated",
     "u": "https://dotseotools.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency — For agencies managing multiple clients and large-scale SEO operations. [price]/month — White label Reports",
     "u": "https://dotseotools.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "AI Readiness",
     "u": "https://dotseotools.com/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Introduced the new Prompt Intelligence Engine to help users discover AI-driven content and visibility opportunities.",
     "u": "https://dotseotools.com/changelog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "DotSuite AI Visibility",
   "hq": "India",
   "hq_src": "https://dotseotools.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "dotsuite"
  },
  {
   "n": "EdgeComet",
   "u": "https://edgecomet.com/",
   "w": "Technical SEO platform with a log analyzer for AI bots, edge rendering for AI crawlers and an AI action board.",
   "w_u": "https://edgecomet.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Without rendering, AI bots see empty HTML instead of your high-value content like products, prices, and articles.",
     "u": "https://edgecomet.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "EdgeComet helps SEO agencies automate their operations, make changes faster, and grow recurring revenue without growing operational complexity.",
     "u": "https://edgecomet.com/for-seo-agencies/"
    },
    "technical": {
     "v": "yes",
     "q": "Analyze real crawler behavior from server logs.",
     "u": "https://edgecomet.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "edgecomet"
  },
  {
   "n": "Encited",
   "u": "https://encited.com/",
   "w": "SEO and AI search platform: tracks brand visibility in AI answers, pre-renders JS sites for crawlers, and suggests content and off-site citations.",
   "w_u": "https://encited.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run your tracked prompts against each AI engine on a regular schedule and analyze the responses for mentions, citations, and sentiment.",
     "u": "https://encited.com/"
    },
    "sources": {
     "v": "yes",
     "q": "For each one you see where your brand is mentioned, how you stack up against competitors, and which sources the answer cites.",
     "u": "https://encited.com/"
    },
    "content": {
     "v": "yes",
     "q": "Encited pre-renders your pages into plain HTML and caches them in our CDN for instant delivery",
     "u": "https://encited.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Know who to reach out and where to engage for off-site citations",
     "u": "https://encited.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label the dashboard, manage every client site, and bundle it into your retainer.",
     "u": "https://encited.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Analyzing crawl logs: Who crawls your site and what they get back",
     "u": "https://encited.com/docs"
    },
    "prompts": {
     "v": "yes",
     "q": "See the queries engines actually run",
     "u": "https://encited.com/docs"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://encited.com/terms",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "encited"
  },
  {
   "n": "Eskimoz",
   "u": "https://www.eskimoz.com/",
   "w": "Eskimoz is a digital marketing agency selling SEO, GEO and paid media work, plus an app whose LLM Ranking tool tracks AI visibility.",
   "w_u": "https://www.eskimoz.com/llm-ranking/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLM Ranking gives you a precise reading of your presence in the most widely used LLMs on the market: ChatGPT, Gemini and Perplexity.",
     "u": "https://www.eskimoz.com/llm-ranking/"
    },
    "sources": {
     "v": "yes",
     "q": "Analysis of the sources that cite you",
     "u": "https://www.eskimoz.com/llm-ranking/"
    },
    "content": {
     "v": "yes",
     "q": "We harness AI to produce content optimised for global search — adaptable to all formats and easily scaled.",
     "u": "https://www.eskimoz.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Traffic and events by LLM engine",
     "u": "https://www.eskimoz.com/llm-ranking/"
    },
    "pr": {
     "v": "yes",
     "q": "We structure content and contributions so they are picked up by generative engines.",
     "u": "https://www.eskimoz.com/reddit-agency/"
    },
    "commerce": {
     "v": "partial",
     "q": "We got ahead of GEA early so you can start capitalising on this new acquisition channel right now.",
     "u": "https://www.eskimoz.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Identification of priority prompts to work on",
     "u": "https://www.eskimoz.com/llm-ranking/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "LLM Ranking",
   "hq": "France",
   "hq_src": "https://www.eskimoz.com/legal-notice/",
   "founded": 2010,
   "founded_src": "https://www.frenchweb.fr/seo-eskimoz-leve-17-millions-deuros-pour-setendre-en-europe/392906",
   "tier": 3,
   "read": "2026-10-22",
   "slug": "eskimoz"
  },
  {
   "n": "EspyGo",
   "u": "https://espy-go.com/",
   "w": "AI content tool that builds 90 day content plans and writes SEO, AI search and social drafts for founders, agencies and marketing teams.",
   "w_u": "https://espy-go.com/ai-search/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Get your AI score",
     "u": "https://espy-go.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Draft human-sounding, on-brand blogs and posts in minutes, no writing team needed.",
     "u": "https://espy-go.com/ai-search/"
    },
    "technical": {
     "v": "yes",
     "q": "llm.txt and Schema Export",
     "u": "https://espy-go.com/ai-search/"
    },
    "pr": {
     "v": "partial",
     "q": "Guest posts & backlink workflows",
     "u": "https://espy-go.com/agencies/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We map your competitors, keywords and customer queries to generate a full AEO content plan.",
     "u": "https://espy-go.com/ai-search/"
    },
    "agency": {
     "v": "yes",
     "q": "Turn client intel and search data into pillar articles",
     "u": "https://espy-go.com/llms.txt"
    }
   },
   "read": "2026-11-02",
   "slug": "espygo"
  },
  {
   "n": "Ezeo",
   "u": "https://ezeo.ai/",
   "w": "SEO, GEO and conversion software that checks AI answers weekly and writes fixes, for stores, local businesses and agencies.",
   "w_u": "https://ezeo.ai/llms.txt",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Asks ChatGPT and Perplexity your buyers' questions every week",
     "u": "https://ezeo.ai/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "checks which pages Google AI Overviews cite for your top keywords",
     "u": "https://ezeo.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Researches and writes the articles a site is missing",
     "u": "https://ezeo.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Ezeo writes your llms.txt, the short file that tells AI what you sell and where it lives.",
     "u": "https://ezeo.ai/ai-visibility"
    },
    "pr": {
     "v": "partial",
     "q": "Ezeo lists the ones that named your rival and not you.",
     "u": "https://ezeo.ai/ai-visibility"
    },
    "commerce": {
     "v": "partial",
     "q": "product titles, collections, structured data and AI answers for a Shopify store",
     "u": "https://ezeo.ai/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "every client on one screen with a weekly report",
     "u": "https://ezeo.ai/llms.txt"
    }
   },
   "hq": "United States",
   "hq_src": "https://ezeo.ai/llms.txt",
   "read": "2026-11-02",
   "slug": "ezeo"
  },
  {
   "n": "FirstSearch",
   "u": "https://firstsearch.ai/",
   "w": "Sells a subscription that writes and publishes 30 SEO articles a month, with AI citation tracking and backlink exchange, to small businesses, SaaS and stores.",
   "w_u": "https://firstsearch.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI citations in real-time",
     "u": "https://firstsearch.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages ChatGPT, Perplexity, and Claude cite most",
     "u": "https://firstsearch.ai/"
    },
    "content": {
     "v": "yes",
     "q": "AI writes optimized articles designed to rank on Google and get cited by AI assistants",
     "u": "https://firstsearch.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Site health & technical SEO check",
     "u": "https://firstsearch.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Earn quality backlinks automatically.",
     "u": "https://firstsearch.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For Agencies",
     "u": "https://firstsearch.ai/"
    }
   },
   "hq": "Sweden",
   "hq_src": "https://firstsearch.ai/about/",
   "founded": 2025,
   "founded_src": "https://firstsearch.ai/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "firstsearch"
  },
  {
   "n": "Floyi",
   "u": "https://floyi.com/",
   "w": "Topical authority software for SEO teams and agencies: topical maps, briefs and drafts, with authority scores and AI visibility tracking.",
   "w_u": "https://floyi.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Topical Authority Scores alongside rankings and AI visibility across AI Overviews, AI Mode, ChatGPT Search and Gemini.",
     "u": "https://floyi.com/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citations tracked across every major AI engine",
     "u": "https://floyi.com/"
    },
    "content": {
     "v": "yes",
     "q": "Briefs grounded in what actually ranks and what AI recommends.",
     "u": "https://floyi.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "grounded in what people actually search for on Google, YouTube and AI",
     "u": "https://floyi.com/"
    },
    "agency": {
     "v": "yes",
     "q": "You can keep each client in a separate workspace",
     "u": "https://floyi.com/pricing"
    }
   },
   "product": "AI Search Visibility",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "floyi"
  },
  {
   "n": "FlyRank AI",
   "u": "https://flyrank.ai/",
   "w": "Sells a managed organic growth platform with AI content, AEO, AI visibility tracking and localization, to DTC brands, B2B SaaS and agencies.",
   "w_u": "https://flyrank.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track a set of prompts across ChatGPT, Gemini and Claude and show whether your brand is mentioned or cited",
     "u": "https://flyrank.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Eagle up to 750 with AI Reputation and Sources & citations",
     "u": "https://flyrank.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Multi-modal content built by agentic AI and reviewed by senior editors.",
     "u": "https://flyrank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO, AEO, schema markup, and structured data",
     "u": "https://flyrank.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "It surfaces sites and pages in your niche that are worth earning a link from, then our team handles outreach and placement.",
     "u": "https://flyrank.ai/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Ads management",
     "u": "https://flyrank.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-labeled dashboards and reporting",
     "u": "https://flyrank.ai/solutions/agencies"
    }
   },
   "product": "FlyRank Visibility",
   "hq": "United States",
   "hq_src": "https://flyrank.ai/ai-instructions",
   "founded": 2024,
   "founded_src": "https://flyrank.ai/ai-instructions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "flyrank-ai"
  },
  {
   "n": "Fokal",
   "u": "https://www.fokal.com/",
   "w": "AI SEO tool for founders and small businesses that writes articles, earns backlinks and tracks visibility on Google and AI answers.",
   "w_u": "https://www.fokal.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI and Google visibility tracking",
     "u": "https://www.fokal.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Writes the articles, earns the links, and tracks what AI cites.",
     "u": "https://www.fokal.com/"
    },
    "content": {
     "v": "yes",
     "q": "Fokal writes the articles and earns the backlinks until ChatGPT and Google recommend you.",
     "u": "https://www.fokal.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Content, outreach, and technical fixes, handled.",
     "u": "https://www.fokal.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Priority on high-value editorial placements and backlinks",
     "u": "https://www.fokal.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "fokal"
  },
  {
   "n": "Frase",
   "u": "https://www.frase.io/",
   "w": "SEO and GEO content platform that researches, writes, optimizes and publishes content, and tracks where AI answer engines cite the brand.",
   "w_u": "https://www.frase.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Optimize — monitor your brand’s visibility across AI answer engines with daily checks and alerts when citations change.",
     "u": "https://www.frase.io/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Industry share of voice shows which domains are winning your industry's citations, beyond the competitors you thought to track.",
     "u": "https://www.frase.io/features/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "GEO OptimizationTune content to get cited by AI.",
     "u": "https://www.frase.io/"
    },
    "pr": {
     "v": "partial",
     "q": "BacklinksFind link gaps, draft the outreach.",
     "u": "https://www.frase.io/"
    },
    "agency": {
     "v": "yes",
     "q": "On Scale, agencies get multi-site, multi-seat, exportable client-ready reports, and role-based access. White-label, branded client portals, and custom domains are available on Enterprise.",
     "u": "https://www.frase.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Agent Readiness Checker",
     "u": "https://www.frase.io/"
    },
    "prompts": {
     "v": "partial",
     "q": "Capture the questions your visitors actually ask.",
     "u": "https://www.frase.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Frase AI Visibility",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "frase"
  },
  {
   "n": "GazeRank",
   "u": "https://www.gazerank.com/",
   "w": "Offers a website scanner scoring SEO, performance, accessibility and AI readiness, with monitoring alerts, to site owners.",
   "w_u": "https://www.gazerank.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Search Visibility tracking",
     "u": "https://www.gazerank.com/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "Structured data, authority signals, and information that can support AI citations.",
     "u": "https://www.gazerank.com/"
    },
    "content": {
     "v": "yes",
     "q": "Headings, structure, entities, and content signals AI systems use to understand your site.",
     "u": "https://www.gazerank.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler access, robots.txt, llms.txt, and technical signals.",
     "u": "https://www.gazerank.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.indiehackers.com/post/8-signups-3-people-scanned-0-came-back-how-did-you-get-your-first-users-to-stick-69fdb25dd9"
   },
   "slug": "gazerank"
  },
  {
   "n": "Geograph",
   "u": "https://getgeograph.com/",
   "w": "SEO and GEO platform for startups and solo founders with Reddit monitoring, reply drafts, AI structured articles, member backlinks and site audits.",
   "w_u": "https://getgeograph.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "of all AI citations come from Reddit",
     "u": "https://getgeograph.com/"
    },
    "content": {
     "v": "yes",
     "q": "15 quality articles, structured for AI and search citation, written every month",
     "u": "https://getgeograph.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability monitoring for OAI-SearchBot, Claude-SearchBot, PerplexityBot, and Googlebot",
     "u": "https://getgeograph.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Geograph watches your subreddits and scores every new thread.",
     "u": "https://getgeograph.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geograph"
  },
  {
   "n": "Get Local AEO",
   "u": "https://getlocalaeo.com/",
   "w": "Done for you AEO and SEO service for local businesses, plus a free check of whether ChatGPT names the business.",
   "w_u": "https://getlocalaeo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We re-ask the mapped questions on a schedule, track who is named, and report what changed and what we did about it.",
     "u": "https://getlocalaeo.com/"
    },
    "sources": {
     "v": "partial",
     "q": "consistent directory citations and third-party signals about your business",
     "u": "https://getlocalaeo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Service and city pages that open with a direct, quotable answer, so an assistant has something specific to repeat about you.",
     "u": "https://getlocalaeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Google Business Profile, Bing Places, key directories and schema markup, all aligned.",
     "u": "https://getlocalaeo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "We strengthen the outside proof assistants lean on",
     "u": "https://getlocalaeo.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We list the questions your customers actually put to ChatGPT and Gemini for your trade and city",
     "u": "https://getlocalaeo.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://getlocalaeo.com/terms",
   "read": "2026-10-30",
   "slug": "get-local-aeo"
  },
  {
   "n": "getfindable",
   "u": "https://www.getfindable.app/",
   "w": "Downloadable one time purchase tools for SEO professionals that audit content for AI answers, generate llms.txt files and compare brand reputation.",
   "w_u": "https://www.getfindable.app/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Two scores — one for Google AI Overviews, one for LLM agents. Per-criterion breakdown and a prioritized action list",
     "u": "https://www.getfindable.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Claude analyzes it and generates a deploy-ready llms.txt file",
     "u": "https://www.getfindable.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Deliver AI search briefs to clients in minutes.",
     "u": "https://www.getfindable.app/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.getfindable.app/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "getfindable"
  },
  {
   "n": "GetTraffic",
   "u": "https://www.gettraffic.ai/",
   "w": "Content platform for businesses that drafts and publishes topical article clusters with SEO structure for Google and AI answer engines.",
   "w_u": "https://www.gettraffic.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Track your keyword universe, organic visibility, and brand presence across Google and AI answer engines, all in one view.",
     "u": "https://www.gettraffic.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "GetTraffic structures content with the schema markup, E-E-A-T signals, and cluster architecture that both Google and AI answer engines look for",
     "u": "https://www.gettraffic.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Structured data for articles, FAQs, and products.",
     "u": "https://www.gettraffic.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "want to offer the GetTraffic platform to your customers",
     "u": "https://www.gettraffic.ai/partners/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.gettraffic.ai/imprint/",
   "read": "2026-11-02",
   "slug": "gettraffic"
  },
  {
   "n": "GoMySeo",
   "u": "https://gomyseo.com/",
   "w": "AI chat SEO tool that audits sites, reads Search Console and GA4, writes articles, and checks presence in AI answer engines.",
   "w_u": "https://gomyseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "mesure votre présence dans les moteurs de réponse IA",
     "u": "https://gomyseo.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Articles et fiches produit prêts à publier",
     "u": "https://gomyseo.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Chaque rapport s'exporte en PDF et en CSV sans aucune mention de GoMySeo.",
     "u": "https://gomyseo.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "gomyseo"
  },
  {
   "n": "Goppa",
   "u": "https://trygoppa.com/",
   "w": "Software that shows which rivals AI engines name, writes page fixes for approval and reports Google rankings, for site owners and agencies.",
   "w_u": "https://trygoppa.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which rivals ChatGPT, Gemini, AI Overview, AI Mode and Perplexity name, and how often.",
     "u": "https://trygoppa.com/"
    },
    "sources": {
     "v": "yes",
     "q": "You see whether you are named, and which sources appear in the measured answers.",
     "u": "https://trygoppa.com/"
    },
    "content": {
     "v": "yes",
     "q": "Goppa writes a fix for each page the audit flags, to climb Google and get named by ChatGPT.",
     "u": "https://trygoppa.com/"
    },
    "technical": {
     "v": "yes",
     "q": "The technical files for AI agents, like llms.txt, are handled by the plugin once you install and connect it.",
     "u": "https://trygoppa.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Serves four agent endpoints on an online store : a UCP manifest, llms.txt, a live MCP server and your catalogue as schema.org JSON.",
     "u": "https://wordpress.org/plugins/goppa-agentic-commerce/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies",
     "u": "https://trygoppa.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "goppa"
  },
  {
   "n": "Grounded AEO",
   "u": "https://groundedaeo.com/",
   "w": "Annual plans for site owners that publish a signed DNS fact record, llms.txt and schema, and track AI answers beside Google data.",
   "w_u": "https://groundedaeo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "25 tracked questions, asked across 4 answer engines: Claude, Perplexity, ChatGPT and Google AI",
     "u": "https://groundedaeo.com/"
    },
    "sources": {
     "v": "partial",
     "q": "which domains were instead",
     "u": "https://groundedaeo.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Your signed | v=AEO1 | DNS record, llms.txt and schema, kept fresh.",
     "u": "https://groundedaeo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt + Organization schema, generated for your domain",
     "u": "https://groundedaeo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency partners",
     "u": "https://groundedaeo.com/"
    }
   },
   "read": "2026-11-02",
   "slug": "grounded-aeo"
  },
  {
   "n": "Growrank",
   "u": "https://growrank.ai/",
   "w": "AI visibility dashboard plus monthly link placement service for small businesses in the United States and Mexico.",
   "w_u": "https://growrank.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often ChatGPT, Gemini, Claude and Perplexity name you, and which competitors they name instead, checked again every week.",
     "u": "https://growrank.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Perplexity cited your website",
     "u": "https://growrank.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Press releases and link campaigns show up with each live URL, so you can check them yourself.",
     "u": "https://growrank.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://growrank.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "growrank"
  },
  {
   "n": "Hack The SEO",
   "u": "https://hacktheseo.com/",
   "w": "WordPress SEO and GEO plugin run through Claude, plus AVA, a tool that measures nightly what AI engines say about a brand.",
   "w_u": "https://hacktheseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AVA asks the AIs every night who they recommend, and spots where a competitor is cited instead of you.",
     "u": "https://hacktheseo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Les sites que les IA citent quand elles parlent de vous, et leur type.",
     "u": "https://hacktheseo.com/fr/ava/"
    },
    "content": {
     "v": "yes",
     "q": "Claude writes your articles, fixes your pages and links them together, inside your WordPress.",
     "u": "https://hacktheseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Read by Google and AI",
     "u": "https://hacktheseo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AVA relève chaque semaine votre place dans cet IA Shopping.",
     "u": "https://hacktheseo.com/fr/ava/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AVA",
   "hq": "France",
   "hq_src": "https://hacktheseo.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://api.wordpress.org/plugins/info/1.0/hack-the-seo.json?fields=added"
   },
   "slug": "hack-the-seo"
  },
  {
   "n": "Hashmeta",
   "u": "https://hashmeta.ai/",
   "w": "AI marketing agency and platform that tracks AI visibility, publishes through an AI CMS, runs an AI CRM and sells GEO services.",
   "w_u": "https://hashmeta.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracks ChatGPT, Gemini, Perplexity, Claude, Copilot and Google AI Overviews.",
     "u": "https://hashmeta.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Sources AI relies on",
     "u": "https://hashmeta.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Publish content AI can cite",
     "u": "https://hashmeta.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Check",
     "u": "https://hashmeta.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Earn trusted mentions",
     "u": "https://hashmeta.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Appear in AI product picks",
     "u": "https://hashmeta.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Hashmeta AI Platform",
   "hq": "Singapore",
   "hq_src": "https://hashmeta.ai/about",
   "founded": 2023,
   "founded_src": "https://hashmeta.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "hashmeta"
  },
  {
   "n": "Insites",
   "u": "https://insites.com/",
   "w": "Audit platform agencies use to sell AI visibility, SEO and local services to SMBs; includes AI visibility monitoring and white-label audits.",
   "w_u": "https://insites.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Monitoring | Track how a business is cited in ChatGPT, Gemini & Perplexity over time",
     "u": "https://insites.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Get listed in AI search sources",
     "u": "https://insites.com/"
    },
    "content": {
     "v": "yes",
     "q": "SEO & AEO Audit | Titles, meta, headings, schema and the on-page factors AI reads",
     "u": "https://insites.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Fixes their name, address & phone across 40+ directories",
     "u": "https://insites.com/"
    },
    "agency": {
     "v": "yes",
     "q": "White-Label Audits | White-label the platform and resell branded audits",
     "u": "https://insites.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Titles, meta, headings, schema and the on-page factors AI reads",
     "u": "https://insites.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Monitoring",
   "hq": "United Kingdom",
   "hq_src": "https://insites.com/",
   "founded": 2001,
   "founded_src": "https://linkedin.com/company/getinsites",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://insites.com/resources/product-updates/2026-05/"
   },
   "slug": "insites"
  },
  {
   "n": "iPullRank",
   "u": "https://ipullrank.com/tools/",
   "w": "SEO and AI search agency offering free tools, including Qforia for simulating query fan-out, alongside consulting engagements.",
   "w_u": "https://ipullrank.com/tools/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Diagnose how well your content aligns with target keywords and prompts at the passage level.",
     "u": "https://ipullrank.com/tools/"
    },
    "technical": {
     "v": "yes",
     "q": "Scan your raw HTML to see whether AI agents can discover, access, and engage with your site.",
     "u": "https://ipullrank.com/tools/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Qforia simulates query fan-out in AI Mode and AI Overviews.",
     "u": "https://ipullrank.com/tools/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Qforia",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/ipullrank",
   "founded": 2014,
   "founded_src": "https://linkedin.com/company/ipullrank",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ipullrank"
  },
  {
   "n": "IQRush",
   "u": "https://iqrush.ai/",
   "w": "AI search visibility measurement software for brands and agencies, reporting confidence intervals and recommending and drafting content changes.",
   "w_u": "https://iqrush.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Citations, mentions and sentiment for your brand and competitors, sampled across every major AI engine.",
     "u": "https://iqrush.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Top cited domains",
     "u": "https://iqrush.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Draft pages straight from a recommendation, with the target prompts and cited sources already loaded.",
     "u": "https://iqrush.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Paid AI Ads",
     "u": "https://iqrush.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and brand teams running AI visibility as a program.",
     "u": "https://iqrush.ai/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/iqrush-named-in-the-2026-gartner-market-guide-for-answer-engine-visibility-tools-302769756.html",
   "founded": 2023,
   "founded_src": "https://www.linkedin.com/posts/iqrush_aisearch-aeo-geo-activity-7465446921487347712-79Eh",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "iqrush"
  },
  {
   "n": "Keupera",
   "u": "https://keupera.com/",
   "w": "AI-native SEO suite: keyword research, auto-written articles and CMS publishing, plus an AI Brand Radar that tracks LLM answers and citations.",
   "w_u": "https://keupera.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Keupera tracks your brand's answers and rivals across every major LLM.",
     "u": "https://keupera.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Whether you were named, how early, what it said, and whose pages it trusted instead of yours.",
     "u": "https://keupera.com/ai-brand-radar"
    },
    "content": {
     "v": "yes",
     "q": "AI Visibility: Structured so ChatGPT and Gemini quote you. Always.",
     "u": "https://keupera.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Backlinks: Authority that builds itself. Sourced, scored, and ready.",
     "u": "https://keupera.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Client Management Portal: Manage all client accounts from a single dashboard.",
     "u": "https://keupera.com/partners/agency"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Brand Radar | Prompt Engine",
     "u": "https://keupera.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Brand Radar",
   "hq": "Germany",
   "hq_src": "https://keupera.com/legal/imprint",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04-07",
    "src": "https://www.producthunt.com/products/keupera/launches"
   },
   "slug": "keupera"
  },
  {
   "n": "Keytail",
   "u": "https://www.keytail.ai/",
   "w": "Content engine for marketing and SEO teams that finds audience questions, writes articles for Google and AI answers and publishes to CMSs.",
   "w_u": "https://www.keytail.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Every article is structured for Google and LLMs, hierarchy, metadata, schema, FAQs.",
     "u": "https://www.keytail.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "publish-ready articles complete with metadata, schema markup, and FAQs",
     "u": "https://www.keytail.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Keytail finds real questions your audience asks across Google, PAA, and LLM queries.",
     "u": "https://www.keytail.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies running content for multiple client brands",
     "u": "https://www.keytail.ai/pricing"
    }
   },
   "read": "2026-11-02",
   "slug": "keytail"
  },
  {
   "n": "Keytomic",
   "u": "https://keytomic.com/",
   "w": "AI SEO automation suite: keyword research, content creation and publishing, backlinks, plus AI visibility and citation tracking and a Reddit agent.",
   "w_u": "https://keytomic.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Tracking across LLMs",
     "u": "https://keytomic.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Real-time AI citation tracking",
     "u": "https://keytomic.com/"
    },
    "content": {
     "v": "yes",
     "q": "platforms with AI visibility tracking monitor brand citations across AI answer engines and structure content to increase the chances of being referenced.",
     "u": "https://keytomic.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit AI Agent for brand mentions",
     "u": "https://keytomic.com/"
    },
    "agency": {
     "v": "yes",
     "q": "AI SEO Software for Agencies Managing Multiple Clients ... AI Visibility Across Every Client Brand",
     "u": "https://keytomic.com/solutions/keytomic-ai-seo-for-agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Technical Audit included",
     "u": "https://keytomic.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.einpresswire.com/article/883173520/keytomic-launches-first-all-in-one-seo-platform-to-help-brands-rank-on-google-chatgpt-claude-and-perplexity",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.einpresswire.com/article/883173520/keytomic-launches-first-all-in-one-seo-platform-to-help-brands-rank-on-google-chatgpt-claude-and-perplexity"
   },
   "slug": "keytomic"
  },
  {
   "n": "Keyword Insights",
   "u": "https://www.keywordinsights.ai/",
   "w": "SEO keyword clustering, brief and writing software that also finds Reddit, Quora and YouTube threads to earn mentions in AI answers.",
   "w_u": "https://www.keywordinsights.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "shows the Reddit, Quora, and YouTube opportunities AI pulls from",
     "u": "https://www.keywordinsights.ai/"
    },
    "content": {
     "v": "partial",
     "q": "so you rank in Google and get mentioned in AI answers",
     "u": "https://www.keywordinsights.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Find Reddit, Quora, and YouTube threads where your brand can contribute and earn mentions that influence AI answers.",
     "u": "https://www.keywordinsights.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Mentions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "keyword-insights"
  },
  {
   "n": "Keyword.com",
   "u": "https://keyword.com/",
   "w": "Rank tracker for SEO agencies that also tracks brand visibility, citations and sentiment in ChatGPT, AI Overviews, Perplexity, Gemini, Copilot.",
   "w_u": "https://keyword.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Keyword.com shows where your clients appear across ChatGPT, Google AI Overviews, Perplexity, and other AI search engines",
     "u": "https://keyword.com/"
    },
    "sources": {
     "v": "yes",
     "q": "which URLs are cited; competitor citation share",
     "u": "https://keyword.com/docs/ai/en/ai-visibility-geo/"
    },
    "content": {
     "v": "partial",
     "q": "Insights to improve or replace competitor citations",
     "u": "https://keyword.com/ai-search-visibility/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Build client trust and prove the value of your AI SEO strategy. Instantly share a live, read-only dashboard with clients",
     "u": "https://keyword.com/ai-search-visibility/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Identify the high-value prompts that drive visibility",
     "u": "https://keyword.com/docs/ai/en/ai-visibility-geo/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Visibility / AI Overview Tracker",
   "founded": 2011,
   "founded_src": "https://keyword.com/about-us/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "keyword-com-ai-visibility-tracker"
  },
  {
   "n": "Keywordmap",
   "u": "https://keywordmap.jp/",
   "w": "CINC sells marketers an SEO tool with generative AI answer research, plus a separate AIsearchmap tool tracking brand mentions and site citations.",
   "w_u": "https://keywordmap.jp/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GoogleのAI OverviewsやChatGPTといった主要な生成AIの回答を調査可能です。",
     "u": "https://keywordmap.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "引用されたドメイン・URLを抽出して順位で表示します",
     "u": "https://aisearchmap.jp/"
    },
    "content": {
     "v": "yes",
     "q": "AIフレンドリー診断&ページ改善",
     "u": "https://keywordmap.jp/"
    },
    "technical": {
     "v": "partial",
     "q": "AIフレンドリー診断&ページ改善",
     "u": "https://keywordmap.jp/"
    },
    "pr": {
     "v": "yes",
     "q": "AIの回答に引用されやすいメディアを特定し、掲載依頼の優先順位を決められます",
     "u": "https://aisearchmap.jp/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "プロンプトジェネレーター",
     "u": "https://aisearchmap.jp/"
    },
    "agency": {
     "v": "partial",
     "q": "代理店やマーケティング支援会社でも利用できますか？",
     "u": "https://aisearchmap.jp/"
    }
   },
   "product": "Keywordmap GEO/LLMO research",
   "hq": "Japan",
   "hq_src": "https://aisearchmap.jp/",
   "founded": 2014,
   "founded_src": "https://prtimes.jp/main/html/rd/p/000000413.000019378.html",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://prtimes.jp/main/html/rd/p/000000413.000019378.html"
   },
   "slug": "keywordmap"
  },
  {
   "n": "KinetixSEO",
   "u": "https://kinetixseo.com/",
   "w": "AI visibility monitoring and SEO audit software that tracks ten AI engines, prescribes page fixes and re-scans to verify them.",
   "w_u": "https://kinetixseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when 10 AI engines recommend your brand or a competitor.",
     "u": "https://kinetixseo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "we check whether ChatGPT, Claude, and Gemini actually cite your page when asked",
     "u": "https://kinetixseo.com/changelog/v1.0.0"
    },
    "content": {
     "v": "yes",
     "q": "Get every finding on the page prioritised, with replacement copy or code you apply yourself.",
     "u": "https://kinetixseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawler Checker",
     "u": "https://kinetixseo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your name, logo and colour on client reports and PDFs, without ours.",
     "u": "https://kinetixseo.com/pricing"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://kinetixseo.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kinetixseo"
  },
  {
   "n": "Klano",
   "u": "https://klano.io/",
   "w": "Software for small local businesses that writes and publishes website pages automatically to raise visibility in Google and AI search.",
   "w_u": "https://klano.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Lass Klano deine Inhalte für AI Overviews aufbereiten und messen.",
     "u": "https://klano.io/solutions/ai-overviews"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Besser sichtbar in ChatGPT & Co.",
     "u": "https://klano.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://klano.io/impressum",
   "read": "2026-11-02",
   "slug": "klano"
  },
  {
   "n": "Koala",
   "u": "https://koala.sh/",
   "w": "AI writer and SEO agent that plans and drafts articles from Search Console data, aimed at Google and AI search, for content creators.",
   "w_u": "https://koala.sh/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See where you're invisible on Google and in AI answers, then fix it.",
     "u": "https://koala.sh/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Get cited by Google AI Overviews, ChatGPT, and Perplexity, the answer engines that move traffic now.",
     "u": "https://koala.sh/"
    },
    "technical": {
     "v": "partial",
     "q": "Analyzes pages, manages schema",
     "u": "https://koala.sh/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Built for agencies and large sites.",
     "u": "https://koala.sh/"
    }
   },
   "product": "Koala AI",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "koala"
  },
  {
   "n": "ListBrew",
   "u": "https://listbrew.ai/",
   "w": "Listicle outreach tool that finds lists cited by Google and AI search, finds contacts and sends pitches to earn placements.",
   "w_u": "https://listbrew.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "yes",
     "q": "Know which listicles are cited by AI search engines",
     "u": "https://listbrew.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Discover listicles, find contact details and send outreach. All in one tool.",
     "u": "https://listbrew.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Discover listicles, find contact details and",
     "u": "https://listbrew.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://listbrew.ai/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://listbrew.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "listbrew"
  },
  {
   "n": "Listentic",
   "u": "https://listentic.com/",
   "w": "Monitoring tool for brands and agencies covering mentions in ChatGPT and Claude, Google rankings and press articles.",
   "w_u": "https://listentic.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Asks ChatGPT and Claude the questions your customers ask, every week, and shows how often you are mentioned and recommended",
     "u": "https://listentic.com/"
    },
    "sources": {
     "v": "partial",
     "q": "You also see whether Google's AI Overviews cite you.",
     "u": "https://listentic.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "robots.txt & llms.txt checker",
     "u": "https://listentic.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Finds new articles about your brand, products and people up to twice a day.",
     "u": "https://listentic.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Listentic suggests keywords, search terms and questions for AI assistants.",
     "u": "https://listentic.com/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies looking after many clients.",
     "u": "https://listentic.com/"
    }
   },
   "hq": "Austria",
   "hq_src": "https://listentic.com/imprint",
   "read": "2026-11-02",
   "slug": "listentic"
  },
  {
   "n": "LLaMaRush",
   "u": "https://www.llamarush.com/",
   "w": "Content tool for founders and small SaaS teams that plans, writes and publishes articles from Search Console data for Google and AI citation.",
   "w_u": "https://www.llamarush.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "LLaMaRush writes content optimized for both traditional search and AI answer engines - built to rank and be cited.",
     "u": "https://www.llamarush.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "llamarush"
  },
  {
   "n": "LLMO Prompt Tester",
   "u": "https://searchministry.au/tools/llmo-prompt-tester",
   "w": "Free tool from an SEO agency that simulates AI search prompts on pasted content and scores citation likelihood.",
   "w_u": "https://searchministry.au/tools/llmo-prompt-tester",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Get a citation likelihood score and actionable improvements for LLM optimisation.",
     "u": "https://searchministry.au/tools/llmo-prompt-tester"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://searchministry.au/about-us",
   "read": "2026-11-02",
   "slug": "llmo-prompt-tester-searchministry"
  },
  {
   "n": "Local Dominator",
   "u": "https://localdominator.co/",
   "w": "Local SEO platform with AI visibility tracking, Google Maps rank grids, citations and white label reports, for agencies and businesses.",
   "w_u": "https://localdominator.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility across the leading AI platforms.",
     "u": "https://localdominator.co/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which sources AI engines rely on when recommending businesses.",
     "u": "https://localdominator.co/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Structure and schema, checked together",
     "u": "https://localdominator.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Reporting",
     "u": "https://localdominator.co/"
    }
   },
   "product": "AI Tracker",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/local-dominator",
   "founded": 2022,
   "founded_src": "https://www.linkedin.com/company/local-dominator",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "local-dominator"
  },
  {
   "n": "Local Falcon",
   "u": "https://www.localfalcon.com/",
   "w": "Local rank tracker for Google Maps that also tracks local business visibility and cited sources in ChatGPT, AI Overviews, Gemini, Grok and AI Mode.",
   "w_u": "https://www.localfalcon.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ChatGPT: Monitor brand mentions in the world's most popular AI assistant",
     "u": "https://www.localfalcon.com/"
    },
    "sources": {
     "v": "yes",
     "q": "What sources AI cites when discussing your industry",
     "u": "https://www.localfalcon.com/"
    },
    "content": {
     "v": "partial",
     "q": "AI Search and Local SEO Analysis, Recommendations, and Agent Actions. Powered by Falcon AI",
     "u": "https://www.localfalcon.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Reports",
     "u": "https://www.localfalcon.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracking; Falcon AI",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/local-falcon",
   "founded": 2018,
   "founded_src": "https://linkedin.com/company/local-falcon",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "local-falcon"
  },
  {
   "n": "Local Glyph",
   "u": "https://localglyph.com/",
   "w": "Beta local SEO platform: GBP, Maps and SERP rank tracking, directory citations, content agent, and AI visibility tracking in AI Overviews, ChatGPT and Perplexity.",
   "w_u": "https://localglyph.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your business shows up across Google AI Overview, ChatGPT, and Perplexity.",
     "u": "https://localglyph.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Track AI citations, find listing opportunities, and monitor coverage in real time.",
     "u": "https://localglyph.com/"
    },
    "content": {
     "v": "partial",
     "q": "Create local SEO content faster with help on research, outlines, and first drafts.",
     "u": "https://localglyph.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Find missed opportunities from listings, forums, and pages where competitors are already getting visibility.",
     "u": "https://localglyph.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Client Reporting: Create shareable dashboards and PDF reports for AI Visibility, Map Grid, SERP Rank",
     "u": "https://localglyph.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "United States",
   "hq_src": "https://localglyph.com/terms",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "local-glyph"
  },
  {
   "n": "LogNorm",
   "u": "https://lognorm.com/",
   "w": "Growth platform that ranks SEO, content and AI-answer tasks for teams and coding agents; includes AI visibility tracking.",
   "w_u": "https://lognorm.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LogNorm asks ChatGPT, Gemini and Google AI Overviews what your buyers ask, from their country, and tracks who gets named and cited.",
     "u": "https://lognorm.com/"
    },
    "sources": {
     "v": "partial",
     "q": "tracks who gets named and cited.",
     "u": "https://lognorm.com/"
    },
    "content": {
     "v": "yes",
     "q": "Get cited for “best project management tool”",
     "u": "https://lognorm.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies with several client sites | Each client site keeps its own data, knowledge and ranked plan in one workspace",
     "u": "https://lognorm.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "lognorm"
  },
  {
   "n": "LPagery",
   "u": "https://lpagery.io/",
   "w": "WordPress bulk page generator plus an AI rank tracker covering ChatGPT, Gemini, Perplexity, Copilot and AI Mode, for local businesses and agencies.",
   "w_u": "https://lpagery.io/ai-rank-tracker",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI rank tracker for ChatGPT, Gemini, Perplexity, Copilot and Google AI Mode.",
     "u": "https://lpagery.io/ai-rank-tracker"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "lists the fixes in priority order, with steps and text you can paste",
     "u": "https://lpagery.io/ai-rank-tracker"
    },
    "technical": {
     "v": "partial",
     "q": "LLMs.txt Generator",
     "u": "https://lpagery.io/ai-rank-tracker"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "On the Agency plan, it carries your logo",
     "u": "https://lpagery.io/ai-rank-tracker"
    }
   },
   "product": "LPagery AI Rank Tracker",
   "hq": "Germany",
   "hq_src": "https://lpagery.io/imprint/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://lpagery.io/blog/how-to-rank-your-website-on-chatgpt/"
   },
   "slug": "lpagery"
  },
  {
   "n": "LSEO",
   "u": "https://lseo.com/",
   "w": "SEO and GEO agency selling an AI visibility platform and a publisher placement marketplace, for brands, agencies and enterprises.",
   "w_u": "https://lseo.com/join-lseo/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when and how AI engines reference your brand across ChatGPT, Gemini, Perplexity, and Google AI.",
     "u": "https://lseo.com/join-lseo/"
    },
    "sources": {
     "v": "yes",
     "q": "build credible third-party presence in the content environments that research shows are frequently used in commercial AI discovery",
     "u": "https://lseo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Our platform identifies content gaps, structural weaknesses, and authority signals",
     "u": "https://lseo.com/join-lseo/"
    },
    "technical": {
     "v": "partial",
     "q": "GEO audits & optimization",
     "u": "https://lseo.com/join-lseo/"
    },
    "pr": {
     "v": "yes",
     "q": "Mention Engine helps brands systematically pursue those opportunities through Best Of lists, comparisons, reviews, buyer guides",
     "u": "https://lseo.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Ads Management",
     "u": "https://lseo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Understand the natural-language prompts that trigger | brand mentions",
     "u": "https://lseo.com/join-lseo/"
    },
    "agency": {
     "v": "partial",
     "q": "LSEO AI is designed for brands, agencies, and enterprises",
     "u": "https://lseo.com/join-lseo/"
    }
   },
   "product": "LSEO AI (AI Visibility Platform); Mention Engine",
   "hq": "United States",
   "hq_src": "https://lseo.com/about-us/",
   "founded": 2014,
   "founded_src": "https://lseo.com/about-us/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-01",
    "src": "https://www.citizensvoice.com/2026/01/29/lseo-in-wilkes-barre-launches-ai-platform-to-help-local-businesses/"
   },
   "slug": "lseo"
  },
  {
   "n": "Lumar",
   "u": "https://www.lumar.io/",
   "w": "Enterprise website optimization platform (formerly Deepcrawl) with a GEO toolkit and AI visibility tracking across major AI engines.",
   "w_u": "https://www.lumar.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand appears across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, and Claude",
     "u": "https://www.lumar.io/ai-visibility-tracking-lumar/"
    },
    "sources": {
     "v": "partial",
     "q": "A single, weighted metric combining AI brand mention frequency and citation quality across your chosen AI platforms.",
     "u": "https://www.lumar.io/ai-visibility-tracking-lumar/"
    },
    "content": {
     "v": "yes",
     "q": "GEO (AI Search) MetricsIdentify issues preventing your content appearing in AI",
     "u": "https://www.lumar.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://www.lumar.io/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO (AI Search) Metrics: Identify issues preventing your content appearing in AI Search.",
     "u": "https://www.lumar.io/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Visibility",
   "founded": 2010,
   "founded_src": "https://www.lumar.io/about/",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://help.lumar.io/hc/en-us/articles/38224209805201-August-2025-New-Dedicated-GEO-Reporting"
   },
   "slug": "lumar"
  },
  {
   "n": "Mangools",
   "u": "https://mangools.com/ai-search-grader",
   "w": "SEO tool suite with a free AI Search Grader and an AI Search Watcher that tracks brand visibility, positions and citations across LLMs.",
   "w_u": "https://mangools.com/ai-search-watcher",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand shows up in ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Claude, Grok, Mistral, and Llama.",
     "u": "https://mangools.com/ai-search-watcher"
    },
    "sources": {
     "v": "partial",
     "q": "delivers accurate average positions, visibility scores, and citation insights",
     "u": "https://mangools.com/ai-search-watcher"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Rank tracking with weekly updates",
     "u": "https://mangools.com/ai-search-grader"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Search Watcher suggests brand-relevant prompts for you",
     "u": "https://mangools.com/ai-search-watcher"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Watcher",
   "hq": "Slovakia",
   "hq_src": "https://mangools.com/about-us",
   "founded": 2014,
   "founded_src": "https://mangools.com/about-us",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "mangools-ai-search-watcher-ai-search-grader"
  },
  {
   "n": "Market Brew",
   "u": "https://marketbrew.ai/",
   "w": "Predictive modeling platform that simulates how search engines and AI systems read a site, for enterprise brands and SEO teams.",
   "w_u": "https://marketbrew.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Discover Market Brew features including search engine modeling, AI visibility analysis",
     "u": "https://marketbrew.ai/features"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Triggers guided content realignment or generation to close signal gaps.",
     "u": "https://marketbrew.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Identifies pages structurally positioned for retrieval.",
     "u": "https://marketbrew.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Capture real customer questions and validate alignment against actual demand.",
     "u": "https://marketbrew.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Training on Market Brew search engine models",
     "u": "https://marketbrew.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "market-brew"
  },
  {
   "n": "Marketing Miner",
   "u": "https://www.marketingminer.com/en",
   "w": "SEO suite (keywords, rank tracking, audits) with an AI Visibility Tracking add-on for ChatGPT, Gemini, Perplexity and Google AI.",
   "w_u": "https://www.marketingminer.com/en",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track the visibility of your brand, competitors and products in AI models ChatGPT, Gemini, Perplexity, Google AI Overviews and AI Mode.",
     "u": "https://www.marketingminer.com/en/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "You'll also see the actual AI responses and the sources they cite.",
     "u": "https://www.marketingminer.com/en/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "Get the data you need to improve your AI visibility - the keywords (fan-out queries) ChatGPT and Gemini search for in the background",
     "u": "https://www.marketingminer.com/en"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For e-shop and business owners, marketers, SEO specialists and agencies.",
     "u": "https://www.marketingminer.com/en"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the keywords (fan-out queries) ChatGPT and Gemini search for in the background",
     "u": "https://www.marketingminer.com/en"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT ads and their monitoring",
     "u": "https://www.marketingminer.com/en"
    }
   },
   "product": "AI Visibility Standard / AI Visibility Enterprise",
   "hq": "Czechia",
   "hq_src": "https://www.marketingminer.com/en/terms-and-conditions",
   "founded": 2015,
   "founded_src": "https://www.marketingminer.com/en",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://www.marketingminer.com/en/blog/mm-launches-ai-visibility"
   },
   "slug": "marketing-miner"
  },
  {
   "n": "mcp-geo",
   "u": "https://geo-mcp.digestseo.com/audit",
   "w": "Free open source MCP server for AI visibility checks, plus a paid one-time audit for founders and small marketing teams.",
   "w_u": "https://geo-mcp.digestseo.com/audit",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility/share-of-voice comparison plus citation and source evidence where returned.",
     "u": "https://geo-mcp.digestseo.com/audit"
    },
    "sources": {
     "v": "yes",
     "q": "Visibility/share-of-voice comparison plus citation and source evidence where returned.",
     "u": "https://geo-mcp.digestseo.com/audit"
    },
    "content": {
     "v": "partial",
     "q": "A concise, plain-English prioritized content-gap and action memo grounded in the observed prompt results.",
     "u": "https://geo-mcp.digestseo.com/audit"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "mcp-geo-digestseo"
  },
  {
   "n": "Meev",
   "u": "https://meev.ai/",
   "w": "AI SEO platform tracking brand mentions in AI engines and Google, writing quality-gated content, and drafting pitches to cited pages.",
   "w_u": "https://meev.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track every major AI search surface: ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, and Google AI Overviews.",
     "u": "https://meev.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact pages AI engines cite for your topics, ranked by expected lift.",
     "u": "https://meev.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Publish only what clears the 16-point quality gate.",
     "u": "https://meev.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Get the verified editor contact and a pitch drafted from your own knowledge base, ready to send.",
     "u": "https://meev.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "resell, sublicense, or white-label the Service except where explicitly permitted by your plan (Agency tier)",
     "u": "https://meev.ai/terms"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://meev.ai/terms",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/meev-ai",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "meev"
  },
  {
   "n": "Mencoro",
   "u": "https://mencoro.com/",
   "w": "Tracks brand mentions across AI search engines alongside Google rank tracking, for marketers, ecommerce teams, PR teams and agencies.",
   "w_u": "https://mencoro.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mention types, sentiment, and share of voice to benchmark against competitors.",
     "u": "https://mencoro.com/"
    },
    "sources": {
     "v": "partial",
     "q": "the full context of how your brand was referenced, a timestamp, and any linked sources",
     "u": "https://mencoro.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "AI crawler index",
     "u": "https://mencoro.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Off-page & link building",
     "u": "https://mencoro.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Mencoro scans ChatGPT, Perplexity, Claude, Google AI Overview, Google AI Mode, Google SERP, and Google Shopping",
     "u": "https://mencoro.com"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Every tier already includes unlimited projects, unlimited competitors, and multi-user access, so agencies can manage all their clients from a single account.",
     "u": "https://mencoro.com/pricing/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "mencoro"
  },
  {
   "n": "Mentionova",
   "u": "https://mentionova.com/",
   "w": "SEO and GEO platform of AI agents that monitor six answer engines and Reddit, write content briefs and Reddit replies, and build reports.",
   "w_u": "https://mentionova.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer Engine Monitor tracks ChatGPT, Perplexity, Claude, Gemini, Google AI and Reddit.",
     "u": "https://mentionova.com/"
    },
    "sources": {
     "v": "yes",
     "q": "query_citations",
     "u": "https://mentionova.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content Engine turns gaps into on-brand pages built to be cited.",
     "u": "https://mentionova.com/"
    },
    "pr": {
     "v": "partial",
     "q": "competitor research, answer-engine monitoring, content briefs, Reddit replies and weekly reports",
     "u": "https://mentionova.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Plans for single brands and agency portfolios, tracking six answer engines.",
     "u": "https://mentionova.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Add schema markup to 9 pages",
     "u": "https://mentionova.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Across 140 comparison prompts - 6 engines - this week",
     "u": "https://mentionova.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "mentionova"
  },
  {
   "n": "MentionStack",
   "u": "https://www.mentionstack.com/",
   "w": "Agency services in SEO, GEO and Reddit marketing for brands, with a free LLM visibility audit on the site.",
   "w_u": "https://www.mentionstack.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track your AI rankings continuously and tune the strategy on real citation performance data.",
     "u": "https://www.mentionstack.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Your visibility score, competitor citation comparison, brand sentiment across models, and prioritized recommendations.",
     "u": "https://www.mentionstack.com/"
    },
    "content": {
     "v": "yes",
     "q": "High-quality, authoritative content the models trust enough to reference when answering your buyers.",
     "u": "https://www.mentionstack.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Structured data, schema, llms.txt — the plumbing that makes your content easy for AI crawlers to find and parse.",
     "u": "https://www.mentionstack.com/"
    },
    "pr": {
     "v": "yes",
     "q": "We earn your place in the threads the models actually read — real conversations, zero astroturf.",
     "u": "https://www.mentionstack.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "Shopify’s #1 AI Visibility in Womens Health Products",
     "u": "https://www.mentionstack.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "mentionstack"
  },
  {
   "n": "Metricspot",
   "u": "https://metricspot.com/",
   "w": "SEO and AI readability audit tool for agencies and freelancers that scores any URL and produces white label PDF reports.",
   "w_u": "https://metricspot.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Pages that lead with a direct answer get cited",
     "u": "https://metricspot.com/features/ai-search-visibility-tools/"
    },
    "technical": {
     "v": "yes",
     "q": "JSON-LD coverage, FAQ and How-To schema, llms.txt presence, semantic HTML, content structure, and citation-readiness",
     "u": "https://metricspot.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Fully white-label on Starter and Pro: your logo, your colors, your domain in the footer.",
     "u": "https://metricspot.com/"
    }
   },
   "hq": "Spain",
   "hq_src": "https://www.failory.com/interview/metricspot",
   "founded": 2013,
   "founded_src": "https://www.failory.com/interview/metricspot",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "metricspot"
  },
  {
   "n": "Mieruca",
   "u": "https://mieru-ca.com/",
   "w": "Faber Company sells marketing teams a tool measuring brand mentions and citations in ChatGPT, Gemini and Google AI Overviews, plus consulting.",
   "w_u": "https://mieru-ca.com/geo/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "複数プロンプトを登録し、各AIモデルにおける自社と競合の露出度合いなどを定点観測。",
     "u": "https://mieru-ca.com/geo/"
    },
    "sources": {
     "v": "yes",
     "q": "AIO内でのサイト引用状況を計測",
     "u": "https://mieru-ca.com/geo/"
    },
    "content": {
     "v": "yes",
     "q": "AI検索で引用されやすい表現・構成を抽出し、コンテンツ改善に活用できます。",
     "u": "https://mieru-ca.com/geo/"
    },
    "technical": {
     "v": "partial",
     "q": "ChatGPT, Gemini, Perplexity など主要なチャット型生成AIツール経由の流入を可視化",
     "u": "https://mieru-ca.com/"
    },
    "pr": {
     "v": "partial",
     "q": "自社･他社･メディアの対象ごとに施策を提案します",
     "u": "https://mieru-ca.com/solution/ai-seo/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "入力した各プロンプトからファンアウトクエリを抽出",
     "u": "https://mieru-ca.com/geo/"
    },
    "agency": {
     "v": "partial",
     "q": "最大50プロジェクトまで一元管理可能",
     "u": "https://mieru-ca.com/geo/"
    }
   },
   "product": "ミエルカGEO / ミエルカSEO AI検索シェアモニタリング",
   "hq": "Japan",
   "hq_src": "https://mieru-ca.com/geo/",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "mieruca"
  },
  {
   "n": "Miraqo",
   "u": "https://miraqo.io/en/",
   "w": "All-in-one SEO tool for freelancers and small agencies, with an AI Visibility module tracking prompts across five AI platforms.",
   "w_u": "https://miraqo.io/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompts monitored across 5 platforms: AI Overviews, AI Mode, ChatGPT, Gemini and Perplexity",
     "u": "https://miraqo.io/en/"
    },
    "sources": {
     "v": "partial",
     "q": "AI Competitors with Share of Voice: who gets cited instead of you",
     "u": "https://miraqo.io/en/"
    },
    "content": {
     "v": "partial",
     "q": "Articles optimised for keywords and search intent",
     "u": "https://miraqo.io/en/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For managing multiple projects, coordinating SEO tasks and sharing clear reports with teams and clients.",
     "u": "https://miraqo.io/en/"
    },
    "technical": {
     "v": "partial",
     "q": "AI Connector (MCP)",
     "u": "https://miraqo.io/en/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "Italy",
   "hq_src": "https://miraqo.io/en/terms/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09",
    "src": "https://www.producthunt.com/products/miraqo/launches"
   },
   "slug": "miraqo"
  },
  {
   "n": "Monitorank",
   "u": "https://www.monitorank.com/en/ai-overviews/",
   "w": "Google position tracker for SEO teams with a module that measures brand and link presence in Google AI Overviews by keyword.",
   "w_u": "https://www.monitorank.com/en/ai-overviews/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We detect every mention of your brand in the body of the answer generated by the AI.",
     "u": "https://www.monitorank.com/en/ai-overviews/"
    },
    "sources": {
     "v": "yes",
     "q": "We record the position of your URL among them, for each keyword and each day.",
     "u": "https://www.monitorank.com/en/ai-overviews/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Overviews tracking",
   "hq": "France",
   "hq_src": "https://www.monitorank.com/en/ai-overviews/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "monitorank"
  },
  {
   "n": "Morningscore",
   "u": "https://morningscore.io/",
   "w": "Gamified SEO and GEO tool with a ChatGPT prompt tracker, AI Overviews tracking and a 100-prompt GEO Score, alongside rank tracking and backlinks.",
   "w_u": "https://morningscore.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track specific prompts in ChatGPT to see if your brand or company is mentioned in the reply.",
     "u": "https://morningscore.io/chatgpt-rank-tracker/"
    },
    "sources": {
     "v": "yes",
     "q": "See if your website or brand is being used directly in AI answers or as a source in Google AI Overviews and ChatGPT",
     "u": "https://morningscore.io/"
    },
    "content": {
     "v": "partial",
     "q": "Get automatic fixes for issues with 1 click via our tool, CMS plugins or API.",
     "u": "https://morningscore.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "SEO tool for agencies",
     "u": "https://morningscore.io/about-us/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "You can also set up your own prompts to track or add from our intelligent suggestions",
     "u": "https://morningscore.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "ChatGPT tracker / AI Overviews tracker / GEO Score",
   "hq": "Denmark",
   "hq_src": "https://morningscore.io/about-us/",
   "founded": 2018,
   "founded_src": "https://morningscore.io/about/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "morningscore"
  },
  {
   "n": "Moz",
   "u": "https://moz.com/",
   "w": "SEO toolkit that adds AI visibility dashboards measuring brand mentions in LLM responses and AI citation data.",
   "w_u": "https://moz.com/products/pro",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor AI presence to see how often you're mentioned in LLM responses.",
     "u": "https://moz.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See what pages and sites are being referenced in AI-generated responses to your tracked prompts.",
     "u": "https://moz.com/products/pro/ai-visibility"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Learn how Moz Pro can maximize success for enterprise-level businesses and agencies.",
     "u": "https://moz.com/products/pro/pricing"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Moz Pro AI Visibility",
   "hq": "United States",
   "hq_src": "https://moz.com/about",
   "founded": 2004,
   "founded_src": "https://moz.com/about",
   "tier": 1,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.linkedin.com/posts/jonathanberthold_the-world-of-ai-search-continues-to-dominate-activity-7429979561897140224-Eu0I"
   },
   "slug": "moz-pro-ai-visibility"
  },
  {
   "n": "Neogenio",
   "u": "https://neogenio.ai/",
   "w": "SEO and GEO software with AI search tracking, audits and AI articles, sold by a web design and SEO agency to businesses and agencies.",
   "w_u": "https://neogenio.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where ChatGPT, Gemini and Perplexity recommend you.",
     "u": "https://neogenio.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citations",
     "u": "https://neogenio.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Be the source AI assistants quote",
     "u": "https://neogenio.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Add FAQ schema to 88 service pages",
     "u": "https://neogenio.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and clients",
     "u": "https://neogenio.ai/"
    }
   },
   "product": "SEO & GEO AI Engine",
   "hq": "Romania",
   "hq_src": "https://neogenio.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "neogenio"
  },
  {
   "n": "Nest Content",
   "u": "https://nestcontent.com/",
   "w": "SEO and AI search agency for UK businesses and agencies, with a free AI visibility checker and a content engine connected over MCP.",
   "w_u": "https://nestcontent.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track what ChatGPT, Perplexity and Google's AI answers say about your business, then correct the sources they read.",
     "u": "https://nestcontent.com/"
    },
    "sources": {
     "v": "partial",
     "q": "We track what ChatGPT, Perplexity and Google's AI answers say about your business, then correct the sources they read.",
     "u": "https://nestcontent.com/"
    },
    "content": {
     "v": "yes",
     "q": "Write and rewrite content inside Claude or your app.",
     "u": "https://nestcontent.com/"
    },
    "technical": {
     "v": "partial",
     "q": "We run the whole channel for you: technical fixes, content and local listings",
     "u": "https://nestcontent.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Directory listings, local citations and editorial links, checked against your real business details.",
     "u": "https://nestcontent.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "We do the SEO and AI search work every month, under your agency’s name.",
     "u": "https://nestcontent.com/white-label"
    }
   },
   "product": "AI Visibility Checker",
   "hq": "United Kingdom",
   "hq_src": "https://nestcontent.com/",
   "founded": 2024,
   "founded_src": "https://getlatka.com/companies/nest-content",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "nest-content"
  },
  {
   "n": "NeuronWriter",
   "u": "https://neuronwriter.com/",
   "w": "Content optimization editor for SEO with an AI visibility monitoring module, sold to freelancers, small businesses, agencies and enterprises.",
   "w_u": "https://neuronwriter.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Monitoring shows you exactly how often — and how positively — AI models mention your brand.",
     "u": "https://neuronwriter.com/features/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "How often AI models cite your domain as a source",
     "u": "https://neuronwriter.com/features/ai-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "Get cited in AI Overviews, ChatGPT and Perplexity answers with structured, AI-readable content.",
     "u": "https://neuronwriter.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Verifies your robots.txt doesn't accidentally block AI crawlers",
     "u": "https://neuronwriter.com/features/ai-visibility/"
    },
    "pr": {
     "v": "yes",
     "q": "Specific URLs that AI already cites — get your brand mentioned there (guest posts, comments, partnerships) to boost AI visibility.",
     "u": "https://neuronwriter.com/features/ai-visibility/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "5 AI-monitored questions",
     "u": "https://neuronwriter.com/pricing-neuron/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can leverage NEURONwriter to manage multiple client projects simultaneously.",
     "u": "https://neuronwriter.com/why-neuronwriter/"
    }
   },
   "product": "NEURONwriter AI Visibility",
   "hq": "Poland",
   "hq_src": "https://neuronwriter.com/features/ai-visibility/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://roadmap.neuronwriter.com/p/ai-visibility-addon-T048xa"
   },
   "slug": "neuronwriter"
  },
  {
   "n": "Newzdash",
   "u": "https://www.newzdash.com/",
   "w": "News SEO dashboard for publishers; its add-on tracks Google AI Overview presence and citations for trending news queries every 15 minutes.",
   "w_u": "https://www.newzdash.com/about/about-us",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Follow ranking movement across Top Stories, organic and AI Overviews.",
     "u": "https://www.newzdash.com/about/content-efficiency?language=en"
    },
    "sources": {
     "v": "partial",
     "q": "See whether your site is being cited or featured in those AI answers.",
     "u": "https://www.newzdash.com/guide/newzdash-2025-study-how-google%E2%80%99s-ai-overviews-are-impacting-news-visibility-search"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "NewzDash AI Overview visibility tracking",
   "founded": 2014,
   "founded_src": "https://www.linkedin.com/company/newzdash",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.newzdash.com/guide/newzdash-2025-study-how-google%E2%80%99s-ai-overviews-are-impacting-news-visibility-search"
   },
   "slug": "newzdash"
  },
  {
   "n": "Next Net",
   "u": "https://nextnet.ai/",
   "w": "Hybrid platform and service for businesses covering AI recommendation monitoring, SEO, content, link building and digital PR, plus content licensing terms for publishers.",
   "w_u": "https://nextnet.ai/our-platform/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See when and where AI systems recommend your brand in real discovery scenarios.",
     "u": "https://nextnet.ai/our-platform/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Citation Tracking & Analysis",
     "u": "https://nextnet.ai/our-platform/"
    },
    "content": {
     "v": "partial",
     "q": "Measure Content Drift",
     "u": "https://nextnet.ai/our-platform/"
    },
    "technical": {
     "v": "partial",
     "q": "to set the terms for how AI systems use their content, and get a receipt for every use.",
     "u": "https://nextnet.ai/our-platform/"
    },
    "pr": {
     "v": "yes",
     "q": "through Digital PR, social signals, and high-authority placements that build trust.",
     "u": "https://nextnet.ai/our-platform/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "NextNet AI Platform",
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2025/12/09/3202453/0/en/next-net-launches-nvidia-powered-answer-generative-engine-optimization-platform.html",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "next-net"
  },
  {
   "n": "Nightwatch",
   "u": "https://nightwatch.io/ai-tracking/",
   "w": "SEO rank tracker with AI visibility tracking that links ChatGPT, Claude, Gemini and Perplexity citations to Google rankings.",
   "w_u": "https://nightwatch.io/ai-tracking/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how ChatGPT, Claude, Gemini, and Perplexity respond to queries about your industry. See your position, visibility score, and growth trends — all in one dashboard.",
     "u": "https://nightwatch.io/ai-tracking/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which URLs get cited across ChatGPT, Claude, and Gemini.",
     "u": "https://nightwatch.io/ai-tracking/"
    },
    "content": {
     "v": "partial",
     "q": "Identify content gaps and become the preferred source AI models recommend.",
     "u": "https://nightwatch.io/ai-tracking/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage all your clients from one dashboard, automate white-label reports, and prove ROI with daily precision data",
     "u": "https://nightwatch.io/agency-rank-tracking/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research: Analyze AI prompt performance.",
     "u": "https://nightwatch.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Nightwatch AI Tracking",
   "hq": "Slovenia",
   "hq_src": "https://docs.nightwatch.io/en/articles/4895540-terms-of-service",
   "founded": 2016,
   "founded_src": "https://si.linkedin.com/company/nightwatch-",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "nightwatch-ai-tracking"
  },
  {
   "n": "Noetio",
   "u": "https://noetio.com/",
   "w": "SEO and AI SEO agency that finds buyer questions, builds and ships pages, places brand mentions and reports AI citations.",
   "w_u": "https://noetio.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A monthly AI citations report",
     "u": "https://noetio.com/"
    },
    "sources": {
     "v": "yes",
     "q": "An engine reads a handful of pages before it answers, and most of them are somebody else’s.",
     "u": "https://noetio.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content gap pages",
     "u": "https://noetio.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical fixes",
     "u": "https://noetio.com/"
    },
    "pr": {
     "v": "yes",
     "q": "We write and place the ones about you.",
     "u": "https://noetio.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White label SEO services for agencies: you sell it, we deliver it under your brand. AI search (GEO) included",
     "u": "https://noetio.com/agencies"
    }
   },
   "hq": "Germany",
   "hq_src": "https://noetio.com/about",
   "founded": 2026,
   "founded_src": "https://noetio.com/about",
   "read": "2026-10-30",
   "slug": "noetio"
  },
  {
   "n": "Novastacks",
   "u": "https://www.novastacks-ai.com/",
   "w": "AI search agency in Singapore that runs SEO, AEO and GEO work for companies, with free AI visibility and prompt discovery tools.",
   "w_u": "https://www.novastacks-ai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "When buyers ask AI about your category, do you show up?",
     "u": "https://www.novastacks-ai.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citations and pipeline from AI search.",
     "u": "https://www.novastacks-ai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Pages written to be quoted.",
     "u": "https://www.novastacks-ai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability fixes and schema markup.",
     "u": "https://www.novastacks-ai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Which AI prompts should you track? We find 50 for you.",
     "u": "https://www.novastacks-ai.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.novastacks-ai.com/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "novastacks"
  },
  {
   "n": "Nozzle",
   "u": "https://nozzle.io/",
   "w": "SERP rank tracker that stores full SERPs and parses every Google AI Overview into its citations.",
   "w_u": "https://nozzle.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Every SERP feature as typed fields: AI Overviews, product packs, video packs, local packs, People Also Ask",
     "u": "https://nozzle.io/"
    },
    "sources": {
     "v": "yes",
     "q": "How many keywords cite you, and how many cite each competitor",
     "u": "https://nozzle.io/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Start from Hobby Small site SMB Agency Multi-location Enterprise site",
     "u": "https://nozzle.io/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Overviews tracking",
   "founded": 2014,
   "founded_src": "https://nozzle.io/about/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2024-10",
    "src": "https://nozzle.io/blog/monitoring-ai-overviews-in-nozzle/"
   },
   "slug": "nozzle"
  },
  {
   "n": "Nuwtonic",
   "u": "https://nuwtonic.com",
   "w": "GEO and SEO agent software that audits sites using Search Console data, tracks AI citations and publishes fixes, for site owners and agencies.",
   "w_u": "https://nuwtonic.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often ChatGPT mentions your brand, and the page to fix.",
     "u": "https://nuwtonic.com"
    },
    "sources": {
     "v": "yes",
     "q": "See if Google AI Overviews cite you, who gets cited instead, and the page to fix.",
     "u": "https://nuwtonic.com"
    },
    "content": {
     "v": "yes",
     "q": "Generate SEO & GEO Content That Ranks in Google and Gets Cited in AI Answers.",
     "u": "https://nuwtonic.com"
    },
    "technical": {
     "v": "yes",
     "q": "Agents for metadata, schema, alt text, and on-page fixes.",
     "u": "https://nuwtonic.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Find keywords that trigger Google AI Overviews and citation opportunities",
     "u": "https://nuwtonic.com/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "Manage client SEO, AI visibility, prospect audits, publishing, and white-label reports from one agency workspace.",
     "u": "https://nuwtonic.com/agencies"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "slug": "nuwtonic"
  },
  {
   "n": "OGTool",
   "u": "https://ogtool.com/",
   "w": "AEO campaign software and service for D2C brands and B2B companies that publishes blogs, builds backlinks and tracks keywords across Google and ChatGPT.",
   "w_u": "https://ogtool.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "OGTool writes the blogs, builds the backlinks, and tracks every keyword across Google, AI Overview, and ChatGPT.",
     "u": "https://ogtool.com/"
    },
    "sources": {
     "v": "partial",
     "q": "OGTool tracks whether AI cites each post.",
     "u": "https://ogtool.com/"
    },
    "content": {
     "v": "yes",
     "q": "OGTool publishes a blog a day that answers those questions directly.",
     "u": "https://ogtool.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "One surgically placed Reddit thread, cited inside high-intent queries.",
     "u": "https://ogtool.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "OGTool tracks the questions your buyers are asking.",
     "u": "https://ogtool.com/"
    },
    "agency": {
     "v": "partial",
     "q": "white-label friendly",
     "u": "https://ogtool.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ogtool"
  },
  {
   "n": "Oltre AI",
   "u": "https://www.oltre.ai/",
   "w": "Monthly organic search service software run by AI agents, covering technical SEO, content and AI visibility for companies, from a fixed plan.",
   "w_u": "https://www.oltre.ai/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "25 prompts tracked weekly across AI engines",
     "u": "https://www.oltre.ai/en/pricing/"
    },
    "sources": {
     "v": "partial",
     "q": "Whether your domain shows up in the answers for the prompts you cover, checked every cycle.",
     "u": "https://www.oltre.ai/en/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Content written to be cited",
     "u": "https://www.oltre.ai/en/"
    },
    "technical": {
     "v": "yes",
     "q": "configuring robots.txt and llms.txt for GPTBot, ClaudeBot and the rest",
     "u": "https://www.oltre.ai/en/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "retrieval audits on the questions buyers actually ask",
     "u": "https://www.oltre.ai/llms.txt"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Italy",
   "hq_src": "https://www.oltre.ai/llms.txt",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "oltre-ai"
  },
  {
   "n": "OmniSEO",
   "u": "https://omniseo.com/",
   "w": "AI search visibility platform tracking brand mentions and cited sources across ChatGPT, Perplexity, Google AI Overviews and other engines.",
   "w_u": "https://omniseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "OmniSEO® tracks your brand visibility across ChatGPT, Perplexity, Google AI Overviews, and every major AI search platform.",
     "u": "https://omniseo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See exactly which sources shape the answers to your prompts, and where you need to show up.",
     "u": "https://omniseo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Every tracked prompt comes with strategy recommendations: the page to update, the content to add and the sources to get on.",
     "u": "https://omniseo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "the sources to get on",
     "u": "https://omniseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Bot Analytics | Bot performance analytics",
     "u": "https://omniseo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research | Find prompts worth targeting",
     "u": "https://omniseo.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://omniseo.com/privacy-terms/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "omniseo"
  },
  {
   "n": "OnPage.dev",
   "u": "https://onpage.dev",
   "w": "Free SEO and AI visibility scanner with tools for AI agents that find and ship fixes, for site owners, developers and agencies.",
   "w_u": "https://onpage.dev",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ai_visibility (check, bots, gaps, citations)",
     "u": "https://onpage.dev/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "ai_visibility (check, bots, gaps, citations)",
     "u": "https://onpage.dev/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "A second score for AI search: can assistants read, trust and quote your page?",
     "u": "https://onpage.dev"
    },
    "technical": {
     "v": "yes",
     "q": "Whether GPTBot and ClaudeBot may read your site, and your llms.txt.",
     "u": "https://onpage.dev"
    },
    "pr": {
     "v": "partial",
     "q": "Broken and lost backlinks and 404 visits, turned into 301s and outreach emails ready to send.",
     "u": "https://onpage.dev"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "anomalies, ai_queries",
     "u": "https://onpage.dev/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "a dashboard per client and reports with their own logo",
     "u": "https://onpage.dev/llms.txt"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://onpage.dev/changelog"
   },
   "slug": "onpage-dev"
  },
  {
   "n": "OpenSEO",
   "u": "https://openseo.so/",
   "w": "Open source SEO platform with keyword research, backlinks, rank tracking, audits and AI visibility tracking, usable through MCP or self-hosted.",
   "w_u": "https://openseo.so/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Research prompts and track mentions and citations.",
     "u": "https://openseo.so/"
    },
    "sources": {
     "v": "yes",
     "q": "Review AI mentions, citations, and prompts.",
     "u": "https://openseo.so/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Compare prompts across supported AI models.",
     "u": "https://openseo.so/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "openseo"
  },
  {
   "n": "Opositive",
   "u": "https://opositive.io/",
   "w": "SEO, GEO and AEO agency offering AI citation building, Reddit marketing and the Aham37 AI visibility tracking platform for brands.",
   "w_u": "https://opositive.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Visibility, sentiment, position, share of voice, and citation sources, in one dashboard.",
     "u": "https://opositive.io/services/ai-visibility-tracking"
    },
    "sources": {
     "v": "yes",
     "q": "Citation & source dominance",
     "u": "https://opositive.io/"
    },
    "content": {
     "v": "yes",
     "q": "Answer object optimization",
     "u": "https://opositive.io/"
    },
    "technical": {
     "v": "partial",
     "q": "Crawl budget & Core Web Vitals",
     "u": "https://opositive.io/"
    },
    "pr": {
     "v": "yes",
     "q": "We earn placements in the roundups your buyers’ questions surface.",
     "u": "https://opositive.io/services/ai-citation-building-services"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "opositive-o-ai-optimization"
  },
  {
   "n": "Outrank",
   "u": "https://www.outrank.so/",
   "w": "Automated SEO software that publishes daily articles and places backlinks so sites rank on Google and get cited by AI assistants, for businesses.",
   "w_u": "https://www.outrank.so/ai-visibility",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Run the free AI visibility checker",
     "u": "https://www.outrank.so/ai-visibility"
    },
    "sources": {
     "v": "partial",
     "q": "AI Citation Analyzer",
     "u": "https://www.outrank.so/pricing"
    },
    "content": {
     "v": "yes",
     "q": "We publish answer-ready articles daily",
     "u": "https://www.outrank.so/ai-visibility"
    },
    "technical": {
     "v": "partial",
     "q": "generate your llms.txt",
     "u": "https://www.outrank.so/ai-visibility"
    },
    "pr": {
     "v": "yes",
     "q": "We do the work: fresh content on your site, citations on the sites AI trusts.",
     "u": "https://www.outrank.so/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "finds the questions people ask assistants about your category, and turns them into a 30-day plan you approve.",
     "u": "https://www.outrank.so/ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "For 25+ websites, contact us for custom agency pricing.",
     "u": "https://www.outrank.so/pricing"
    }
   },
   "product": "Outrank AI Visibility",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "outrank"
  },
  {
   "n": "Outserp",
   "u": "https://outserp.ai/",
   "w": "Autonomous SEO and AEO content platform that writes and publishes articles and tracks AI visibility, for businesses and agencies, plus done for you engagements.",
   "w_u": "https://outserp.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your brand appears in ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews",
     "u": "https://outserp.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source analysis & sentiment monitoring",
     "u": "https://outserp.ai/"
    },
    "content": {
     "v": "yes",
     "q": "writes citation-backed articles, scores them against SEO & AEO benchmarks, and publishes to your CMS",
     "u": "https://outserp.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "audits everything AI engines care about",
     "u": "https://outserp.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Reddit & community seeding",
     "u": "https://outserp.ai/outservice"
    },
    "commerce": {
     "v": "yes",
     "q": "AI shopping visibility (ChatGPT product results)",
     "u": "https://outserp.ai/outservice"
    },
    "prompts": {
     "v": "partial",
     "q": "50 AI prompts tracked (Starter)",
     "u": "https://outserp.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "An agency running AI-search visibility for several clients at once.",
     "u": "https://outserp.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "outserp"
  },
  {
   "n": "Ovirank",
   "u": "https://ovirank.com/",
   "w": "French SEO, GEO and CRO agency that runs client sites, content and links for Google and AI answers.",
   "w_u": "https://ovirank.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "présence dans les sources des IA génératives",
     "u": "https://ovirank.com/"
    },
    "content": {
     "v": "yes",
     "q": "rédaction de contenus long format pensés pour Google et pour les IA",
     "u": "https://ovirank.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Accès des IA à votre site",
     "u": "https://ovirank.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Acquisition de liens éditoriaux, citations locales, présence dans les sources des IA génératives.",
     "u": "https://ovirank.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://ovirank.com/",
   "read": "2026-10-30",
   "slug": "ovirank"
  },
  {
   "n": "Page Optimizer Pro",
   "u": "https://www.pageoptimizer.pro/",
   "w": "On page SEO software that scores pages, writes content and tracks AI visibility, with done for you and white label services for businesses and agencies.",
   "w_u": "https://www.pageoptimizer.pro/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "POP AI Visibility Tracker shows you whether AI recommends you, why it doesn't, and what to fix first",
     "u": "https://www.pageoptimizer.pro/ai-visibility-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "Which websites is AI using as its sources - and am I on them?",
     "u": "https://www.pageoptimizer.pro/ai-visibility-tracker"
    },
    "content": {
     "v": "yes",
     "q": "POP then guides you through upgrading or re-writing the content so it performs better in Google and AI Search.",
     "u": "https://www.pageoptimizer.pro/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit your top competitors schema then instantly build the structured data most pages are missing",
     "u": "https://www.pageoptimizer.pro/"
    },
    "pr": {
     "v": "partial",
     "q": "Create a page, fix a citation, target a source.",
     "u": "https://www.pageoptimizer.pro/ai-visibility-tracker"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The hidden sub-searches AI runs behind your one question before it answers.",
     "u": "https://www.pageoptimizer.pro/ai-visibility-tracker"
    },
    "agency": {
     "v": "yes",
     "q": "White-label SEO + AEO for agencies",
     "u": "https://www.pageoptimizer.pro/"
    }
   },
   "product": "AI Visibility Tracker",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "page-optimizer-pro"
  },
  {
   "n": "PageRangers AI Suite",
   "u": "https://pagerangers.com/ai-suite",
   "w": "SEO software module that monitors brand and domain visibility in AI models, with a prompt finder and text editor.",
   "w_u": "https://pagerangers.com/ai-suite",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitoring der wichtigsten KI-Systeme (ChatGPT, Gemini, Perplexity, etc.)",
     "u": "https://pagerangers.com/ai-suite"
    },
    "sources": {
     "v": "yes",
     "q": "Analysiere, wie verschiedene LLMs auf deine Prompts reagieren und welche Quellen sie heranziehen.",
     "u": "https://pagerangers.com/ai-suite"
    },
    "content": {
     "v": "yes",
     "q": "Text-Editor zur Optimierung des Textinhaltes in Bezug auf die Prompts",
     "u": "https://pagerangers.com/ai-suite"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Finde mit dem mehrstufigen Prompt-Finder die relevantesten Prompts für dein Thema.",
     "u": "https://pagerangers.com/ai-suite"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://pagerangers.com/impressum",
   "read": "2026-11-02",
   "slug": "pagerangers-ai-suite"
  },
  {
   "n": "Pascal",
   "u": "https://www.pascaljp.com/",
   "w": "Japanese SEO and LLMO tool that analyzes competitors, supports article writing and monitors brand mentions in AI answers, for companies and web agencies.",
   "w_u": "https://www.pascaljp.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "自社・競合ブランドの言及率を継続的に計測。",
     "u": "https://www.pascaljp.com/brandchecker.html"
    },
    "sources": {
     "v": "partial",
     "q": "⾃社や競合のサイテーション状況を瞬時に可視化して、どのメディアで話題になっているかすぐに把握できます。",
     "u": "https://www.pascaljp.com/feature/citation.html"
    },
    "content": {
     "v": "partial",
     "q": "上位表示サイトを分析し、AIによる最適な記事構成案を生成",
     "u": "https://www.pascaljp.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "具体的なアクションとアプローチ先リストまで出るので、分析だけで終わらずに結果を出すことに集中できます。",
     "u": "https://www.pascaljp.com/feature/citation.html"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "競合ブランドが言及されているクエリの調査などが可能です。",
     "u": "https://www.pascaljp.com/brandchecker.html"
    },
    "agency": {
     "v": "partial",
     "q": "出力したレポートを 商用目的 で使用することもできます",
     "u": "https://www.pascaljp.com/"
    }
   },
   "product": "Pascal Brand Checker (AI search mention check) and Citation analysis",
   "hq": "Japan",
   "hq_src": "https://www.pascaljp.com/about.html",
   "founded": 2014,
   "founded_src": "https://www.pascaljp.com/about.html",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://prtimes.jp/main/html/rd/p/000000046.000075553.html"
   },
   "slug": "pascal"
  },
  {
   "n": "Passionfruit",
   "u": "https://www.getpassionfruit.com/",
   "w": "Sells ecommerce and B2B SaaS brands a search intelligence platform and a managed service for Google and AI answers.",
   "w_u": "https://www.getpassionfruit.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Hundreds of prompts across every AI search platform, by topic and location, each with share of voice, sentiment and position.",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "The domains and pages AI cites most, the brands gaining and losing visibility, and every citation you win or lose, as it happens.",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Experts whose whole job is organic search close every gap it finds.",
     "u": "https://www.getpassionfruit.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Indexability, speed, schema and AI crawler access, fixed in your codebase or CMS.",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Presence in the Reddit, Quora, LinkedIn, YouTube and review-site conversations that AI pulls from when it recommends.",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Merchant Center feeds and product listings tuned for Google Shopping and AI shopping answers.",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "prompts": {
     "v": "partial",
     "q": "Track what buyers are asking",
     "u": "https://www.getpassionfruit.com/pricing"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.getpassionfruit.com/about",
   "founded": 2024,
   "founded_src": "https://www.getpassionfruit.com/about",
   "read": "2026-11-02",
   "slug": "passionfruit"
  },
  {
   "n": "Pi Datametrics",
   "u": "https://pi-datametrics.com/",
   "w": "AI search intelligence and SEO platform: LLM tracking, AI brand sentiment, rankings, content optimization, plus AEO services and agency reporting.",
   "w_u": "https://pi-datametrics.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, website citations, sentiment and competitors across AI conversations.",
     "u": "https://pi-datametrics.com/platform/llm-tracking/"
    },
    "sources": {
     "v": "yes",
     "q": "Track brand mentions, website citations, sentiment and competitors across AI conversations.",
     "u": "https://pi-datametrics.com/platform/llm-tracking/"
    },
    "content": {
     "v": "yes",
     "q": "AI Content Optimization Tools",
     "u": "https://pi-datametrics.com"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Track AI search visibility, LLM mentions, share of voice, and revenue opportunity across multiple brands in one platform.",
     "u": "https://pi-datametrics.com/use-cases/agencies/"
    },
    "technical": {
     "v": "partial",
     "q": "Agentic AI Readiness: Prepare for AI-driven decisions with structured, trusted content",
     "u": "https://pi-datametrics.com"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Prompt & Keyword Research",
     "u": "https://pi-datametrics.com"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping Tracker",
     "u": "https://pi-datametrics.com"
    }
   },
   "product": "LLM Intelligence",
   "hq": "United Kingdom",
   "hq_src": "https://pi-datametrics.com/wp-content/uploads/2025/09/Pi-Datametrics-Master-Service-Agreement-V-Sept-2025.pdf",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "pi-datametrics"
  },
  {
   "n": "PilotDeck",
   "u": "https://pilotdeck.co/",
   "w": "Monthly search research and published content with AI visibility tracking, reviewed by an in house team, for website owners and agencies.",
   "w_u": "https://pilotdeck.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when ChatGPT mentions your brand, where you rank in the answer, and which competitors get named instead.",
     "u": "https://pilotdeck.co/features"
    },
    "sources": {
     "v": "yes",
     "q": "See which pages AI search cites across ChatGPT, Perplexity, AI Overviews and Gemini",
     "u": "https://pilotdeck.co/features"
    },
    "content": {
     "v": "yes",
     "q": "We write to rank on Google and to be quoted in AI answers on the same page",
     "u": "https://pilotdeck.co/"
    },
    "technical": {
     "v": "partial",
     "q": "Technical foundation",
     "u": "https://pilotdeck.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies",
     "u": "https://pilotdeck.co/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://pilotdeck.co/pricing",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://martechseries.com/content/pilotdeck-launches-ai-powered-growth-platform-for-seo-geo-and-ai-visibility/"
   },
   "slug": "pilotdeck"
  },
  {
   "n": "Pitchbox",
   "u": "https://pitchbox.com/",
   "w": "Pitchbox sells an AI outreach platform for link building and answer engine optimization to SEO agencies and in-house teams. It turns a topic or a competitor site into prospect lists with verified contacts. AI writes personalized email sequences, and an AI Reply Agent handles the follow-ups.",
   "w_u": "https://pitchbox.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Win the links and brand mentions that rank you in Google and get you cited in AI Search answers",
     "u": "https://pitchbox.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "From first prospect to won links, brand mentions, and listicle placements.",
     "u": "https://pitchbox.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "prove the results with white-label reports",
     "u": "https://pitchbox.com/"
    }
   },
   "founded": 2012,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "pitchbox"
  },
  {
   "n": "Pixel Tools",
   "u": "https://pixeltools.ru/",
   "w": "Russian SEO and GEO toolset that monitors brands in neural network answers and generates AI content, for in house teams, agencies and freelancers.",
   "w_u": "https://pixeltools.ru/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Сервис проверяет, упоминается ли ваш бренд в ответах ChatGPT, DeepSeek, YandexGPT, Claude и других на ключевые запросы аудитории",
     "u": "https://ai.pixeltools.ru/"
    },
    "sources": {
     "v": "yes",
     "q": "Сервис показывает страницы, которые чаще всего используются нейросетями при формировании ответов на ваши промпты.",
     "u": "https://ai.pixeltools.ru/"
    },
    "content": {
     "v": "yes",
     "q": "Генерация материалов для GEO (AI SEO)",
     "u": "https://ai.pixeltools.ru/"
    },
    "technical": {
     "v": "yes",
     "q": "Проверка доступности сайта для нейросетей",
     "u": "https://ai.pixeltools.ru/"
    },
    "pr": {
     "v": "partial",
     "q": "Сервис помогает планировать, контролировать и оценивать материалы, которые продвигают бренд и сайт в нейросетях.",
     "u": "https://ai.pixeltools.ru/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Расширение поисковых промптов (query fan-out)",
     "u": "https://ai.pixeltools.ru/"
    },
    "agency": {
     "v": "partial",
     "q": "Средние и крупные проекты, агентства, инхаус-команды",
     "u": "https://tools.pixelplus.ru/tarifs/"
    }
   },
   "product": "GEO-проекты",
   "hq": "Russia",
   "hq_src": "https://tools.pixelplus.ru/about/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "pixel-tools"
  },
  {
   "n": "Position Digital",
   "u": "https://www.position.digital/",
   "w": "SEO and GEO agency for B2B, SaaS and professional services companies, with free tools that extract AI citations and query fan outs.",
   "w_u": "https://www.position.digital/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Visibility Tracking",
     "u": "https://www.position.digital/"
    },
    "sources": {
     "v": "yes",
     "q": "Run a prompt through ChatGPT, Gemini or Perplexity and get back every source it cited, ranked by domain.",
     "u": "https://www.position.digital/tools/"
    },
    "content": {
     "v": "yes",
     "q": "Well-optimized content that drives traffic and earns AI visibility.",
     "u": "https://www.position.digital/"
    },
    "technical": {
     "v": "yes",
     "q": "How well your site is optimized for LLMs, and what to fix.",
     "u": "https://www.position.digital/"
    },
    "pr": {
     "v": "yes",
     "q": "Get featured on the pages ChatGPT, Gemini and Claude already cite.",
     "u": "https://www.position.digital/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Reveal the internal searches an AI model runs before it answers.",
     "u": "https://www.position.digital/tools/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.position.digital/",
   "founded": 2019,
   "founded_src": "https://www.position.digital/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "position-digital"
  },
  {
   "n": "Prerender Buddy",
   "u": "https://prerenderbuddy.com/",
   "w": "Prerender Buddy sells businesses and agencies AI answer tracking, website monitoring, article generation, CMS publishing and crawler rendering.",
   "w_u": "https://prerenderbuddy.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the questions your customers ask.",
     "u": "https://prerenderbuddy.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See who was named, and which sources the answer cited.",
     "u": "https://prerenderbuddy.com/"
    },
    "content": {
     "v": "yes",
     "q": "generate complete article drafts",
     "u": "https://prerenderbuddy.com/about"
    },
    "technical": {
     "v": "yes",
     "q": "Its rendering layer delivers crawler-readable HTML when a website needs it.",
     "u": "https://prerenderbuddy.com/about"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "export the copy, destination link and image for ChatGPT Ads",
     "u": "https://prerenderbuddy.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can keep client evidence separated by website.",
     "u": "https://prerenderbuddy.com/about"
    }
   },
   "product": "Prerender Buddy AI visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "prerender-buddy"
  },
  {
   "n": "Prizvox",
   "u": "https://prizvox.com/",
   "w": "Prizvox sells agencies, consultants and site owners an audit and workspace scoring sites on SEO, performance, authority and chat engine visibility.",
   "w_u": "https://prizvox.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prizvox sends real discovery prompts to ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://prizvox.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Audit, brief, write, track. No tab-switching.",
     "u": "https://prizvox.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI Visibility Readiness Checker",
     "u": "https://prizvox.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The GEO module shows you the exact prompts where you show up, and the ones where you are invisible.",
     "u": "https://prizvox.com/about"
    },
    "agency": {
     "v": "yes",
     "q": "White-label portal",
     "u": "https://prizvox.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://prizvox.com/terms",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/prizvox",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.business-standard.com/content/press-releases-ani/prizvox-launches-ai-search-visibility-platform-for-agencies-and-marketing-teams-126082500578_1.html"
   },
   "slug": "prizvox"
  },
  {
   "n": "Pro Rank Tracker",
   "u": "https://proranktracker.com/",
   "w": "Daily rank tracking and reporting software for SEO agencies and in house teams, covering Google, Maps, video and AI platforms.",
   "w_u": "https://proranktracker.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track daily AI visibility across your selected custom prompts and monitor how often your brand appears in AI-generated answers over time.",
     "u": "https://proranktracker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "along with which sources are referenced and how visibility changes over time.",
     "u": "https://proranktracker.com/ai-rank-tracker"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover new AI prompt opportunities, find prompts where your brand already appears, and compare AI visibility across competitors.",
     "u": "https://proranktracker.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Generate white-label AI visibility reports you can brand, automate, and share.",
     "u": "https://proranktracker.com/"
    }
   },
   "product": "GEO (AI) Rank Tracking",
   "hq": "Israel",
   "hq_src": "https://www.linkedin.com/company/proranktracker",
   "founded": 2014,
   "founded_src": "https://www.linkedin.com/company/proranktracker",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "pro-rank-tracker"
  },
  {
   "n": "Quaro",
   "u": "https://quaro.io/en/",
   "w": "SEO and GEO platform: keyword and prompt research, rank tracking, LLM monitoring and content creation for large teams.",
   "w_u": "https://quaro.io/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility & relevance in ChatGPT, Google AI Mode, Gemini & Co.",
     "u": "https://quaro.io/en/"
    },
    "sources": {
     "v": "yes",
     "q": "Analysiere die Sichtbarkeit und Relevanz deiner Marke und Produkte in ChatGPT, Google AI Mode, AI Overviews, Gemini, Perplexity und Grok, einschließlich Kontext, Tonalität und Quellen.",
     "u": "https://quaro.io/"
    },
    "content": {
     "v": "yes",
     "q": "Use the Content Suite to create targeted, optimized content for more visibility on Google and AI chats such as ChatGPT, Gemini, Perplexity and Grok.",
     "u": "https://quaro.io/en/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency Perfect for agencies [price] ... White label",
     "u": "https://quaro.io/en/preise/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Keyword & Prompt Recherche: Finde relevante Suchanfragen & zusammenhängende Themencluster",
     "u": "https://quaro.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LLM Monitoring",
   "hq": "Germany",
   "hq_src": "https://quaro.io/en/impressum/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "quaro"
  },
  {
   "n": "Quattr",
   "u": "https://www.quattr.com/",
   "w": "Enterprise AI visibility and SEO platform that tracks AI citations and creates, optimizes and links pages, with a dedicated strategist.",
   "w_u": "https://www.quattr.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility Trackingcitations, mentions, sentiment, competitive presence",
     "u": "https://www.quattr.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the prompts you lose which domain is cited when you are not",
     "u": "https://www.quattr.com/"
    },
    "content": {
     "v": "yes",
     "q": "Improve what already exists across content, linking, discoverability, and the site.",
     "u": "https://www.quattr.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Quattr AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.businesswire.com/news/home/20260319291728/en/Quattr-Earns-1-in-AEO-Results-Usability-Relationship-on-G2-Spring-2026",
   "founded": 2019,
   "founded_src": "https://www.linkedin.com/company/quattr-inc",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "quattr"
  },
  {
   "n": "QueryMint",
   "u": "https://querymint.com/",
   "w": "AI SEO platform that tracks brands in AI answers and supplies content, keyword and link tools, alongside SEO and GEO services for B2B SaaS.",
   "w_u": "https://querymint.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand and competitors appear in Google AI Overviews across any keyword list",
     "u": "https://querymint.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find link-worthy prospects from AIO sources, community mentions and competitor backlinks.",
     "u": "https://querymint.com/"
    },
    "content": {
     "v": "yes",
     "q": "Track AI Overviews, optimize for LLM citations, and understand AI-generated content gaps.",
     "u": "https://querymint.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Find link-worthy prospects from AIO sources, community mentions and competitor backlinks.",
     "u": "https://querymint.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Reveal the sub-queries AI systems generate internally for your seed keyword.",
     "u": "https://querymint.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://querymint.com/",
   "read": "2026-11-02",
   "slug": "querymint"
  },
  {
   "n": "RadiusRank",
   "u": "https://www.radiusrank.com/",
   "w": "RadiusRank sells SaaS and AI companies SEO and AEO retainers, plus a self-serve tool that checks crawler access and citation readiness.",
   "w_u": "https://www.radiusrank.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Citation tracking across engines",
     "u": "https://www.radiusrank.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Monthly source map + entity records",
     "u": "https://www.radiusrank.com/"
    },
    "content": {
     "v": "yes",
     "q": "AI-answer optimization, 3 clusters",
     "u": "https://www.radiusrank.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Whether GPTBot, ClaudeBot, PerplexityBot and Google-Extended are allowed",
     "u": "https://www.radiusrank.com/ai-seo-tool"
    },
    "pr": {
     "v": "yes",
     "q": "2 Reddit threads placed every month",
     "u": "https://www.radiusrank.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Buyer-question mapping",
     "u": "https://www.radiusrank.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI SEO Tool",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/radiusrank",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/radiusrank",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "radiusrank"
  },
  {
   "n": "Rank Math",
   "u": "https://rankmath.com/ai-visibility/",
   "w": "WordPress SEO plugin maker with an AI Visibility product that tracks brand mentions, sentiment and citations across AI platforms, for WordPress site owners.",
   "w_u": "https://rankmath.com/ai-visibility/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Now start tracking AI responses, mentions, sentiment, citations, and trends, all automatically.",
     "u": "https://rankmath.com/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "see the sources behind those mentions",
     "u": "https://rankmath.com/ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Use these insights to refine your content, boost recognition, and position your brand where it matters most.",
     "u": "https://rankmath.com/ai-visibility/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Review the AI‑generated questions used to evaluate how your brand appears and competes in AI responses.",
     "u": "https://rankmath.com/ai-visibility/"
    },
    "agency": {
     "v": "partial",
     "q": "Share insights with clients or stakeholders",
     "u": "https://rankmath.com/ai-visibility/"
    }
   },
   "product": "Rank Math AI Visibility",
   "hq": "India",
   "hq_src": "https://rankmath.com/about/",
   "founded": 2020,
   "founded_src": "https://rankmath.com/about/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://rankmath.com/blog/ai-visibility/"
   },
   "slug": "rank-math"
  },
  {
   "n": "Rank Monitor",
   "u": "https://rankmonitor.com/",
   "w": "SEO rank tracking platform for marketers and agencies that also monitors brands in ChatGPT and Perplexity, with client reports and a link marketplace.",
   "w_u": "https://rankmonitor.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your brand appears inside ChatGPT and Perplexity search answers.",
     "u": "https://rankmonitor.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Track AI Overviews in Google and see when your site is cited.",
     "u": "https://rankmonitor.com/ai-features/"
    },
    "content": {
     "v": "partial",
     "q": "Generate SEO-aware briefs and outlines tuned to your rankings.",
     "u": "https://rankmonitor.com/ai-features/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Buy article placements from vetted publishers across Europe and the world",
     "u": "https://rankmonitor.com/marketplace/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Designed for agencies. Give your own clients access to their own dashboard, set up reporting and manage accounts.",
     "u": "https://rankmonitor.com/pricing/"
    }
   },
   "product": "Rank Monitor AI Rankings",
   "hq": "Netherlands",
   "hq_src": "https://rankmonitor.com/about/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-03",
    "src": "https://rankmonitor.com/insights/roadmap/"
   },
   "slug": "rank-monitor"
  },
  {
   "n": "Rankability",
   "u": "https://www.rankability.com/",
   "w": "AEO platform for agencies to track client AI search visibility, create and optimize content, audit sites and report.",
   "w_u": "https://www.rankability.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI search visibility and see how it changes over time.",
     "u": "https://www.rankability.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Active questions monitored for mentions and citations.",
     "u": "https://www.rankability.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Optimize→ Improve existing content for AI search.",
     "u": "https://www.rankability.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Promote→ Find relevant prospects and review backlink evidence",
     "u": "https://www.rankability.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency-branded client reports",
     "u": "https://www.rankability.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "Audit: Find website barriers to AI search visibility.",
     "u": "https://www.rankability.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Research: Find topics for your clients' AI SEO campaigns.",
     "u": "https://www.rankability.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.rankability.com/about/",
   "founded": 2024,
   "founded_src": "https://www.rankability.com/about/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.linkedin.com/posts/rankability-seo_rankabilitys-new-ai-search-analyzer-is-live-activity-7417278701802795008-BPCB"
   },
   "slug": "rankability"
  },
  {
   "n": "RankAgent",
   "u": "https://www.therankagent.com/",
   "w": "RankAgent sells SEO agencies software that turns SEO data into prioritised actions, fixes and client reports, with GEO checks.",
   "w_u": "https://www.therankagent.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "we ask the AI engines the questions your customers ask and see whether your business gets named",
     "u": "https://www.therankagent.com/geo"
    },
    "sources": {
     "v": "yes",
     "q": "and which sources it cited instead",
     "u": "https://www.therankagent.com/"
    },
    "content": {
     "v": "yes",
     "q": "Paste your page and a competitor's to find the exact topics and entities",
     "u": "https://www.therankagent.com/geo"
    },
    "technical": {
     "v": "yes",
     "q": "AI-crawler access, llms.txt, schema and answer-ready structure",
     "u": "https://www.therankagent.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "the same white-label report for every client",
     "u": "https://www.therankagent.com/"
    }
   },
   "hq": "India",
   "hq_src": "https://www.therankagent.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankagent"
  },
  {
   "n": "RankAI",
   "u": "https://rankai.ai/",
   "w": "Sells businesses and agencies a system that researches, publishes and rewrites website pages to rank on Google and AI search.",
   "w_u": "https://rankai.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "50 AI prompts tracked on 3 AI platforms, every 14 days",
     "u": "https://rankai.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor and citation tracking",
     "u": "https://rankai.ai/"
    },
    "content": {
     "v": "yes",
     "q": "10 articles published every month",
     "u": "https://rankai.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Technical SEO fixes and internal links",
     "u": "https://rankai.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Expert-reviewed community outreach and authority building",
     "u": "https://rankai.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Custom 90-day content and prompt strategy",
     "u": "https://rankai.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "View our Agency Partner Program",
     "u": "https://rankai.ai/"
    }
   },
   "read": "2026-11-02",
   "slug": "rankai"
  },
  {
   "n": "Rankbox",
   "u": "https://rankbox.xyz/",
   "w": "Researches, writes and publishes daily articles for founders and small companies to get cited by AI engines and ranked on Google.",
   "w_u": "https://rankbox.xyz/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where AI answers quote and recommend your brand.",
     "u": "https://rankbox.xyz/"
    },
    "sources": {
     "v": "yes",
     "q": "Rankbox finds the Reddit threads that rank on Google and feed AI answers",
     "u": "https://rankbox.xyz/features/reddit-presence"
    },
    "content": {
     "v": "yes",
     "q": "Deeply researched, source-backed articles AI loves to quote.",
     "u": "https://rankbox.xyz/"
    },
    "technical": {
     "v": "yes",
     "q": "Scan any site for the 12 things AI engines need to cite it.",
     "u": "https://rankbox.xyz/"
    },
    "pr": {
     "v": "yes",
     "q": "Show up helpfully in Reddit threads AI and Google read.",
     "u": "https://rankbox.xyz/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Map the exact questions your buyers ask AI and search.",
     "u": "https://rankbox.xyz/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label SEO platform for agencies",
     "u": "https://rankbox.xyz/llms.txt"
    }
   },
   "founded": 2026,
   "founded_src": "https://rankbox.xyz/about",
   "read": "2026-11-02",
   "slug": "rankbox"
  },
  {
   "n": "RankBurst",
   "u": "https://rankburst.ai/",
   "w": "Automated SEO tool that finds keywords and publishes daily articles for site owners, aiming to rank on Google and ChatGPT.",
   "w_u": "https://rankburst.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI-powered content generation that ranks on Google, ChatGPT, and AI search engines.",
     "u": "https://rankburst.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Publish content, earn backlinks, and get discovered on ChatGPT and Google",
     "u": "https://rankburst.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "rankburst"
  },
  {
   "n": "RankCLI",
   "u": "https://rankcli.dev/",
   "w": "RankCLI gives developers a command line, CI and MCP audit for SEO and GEO, with hosted plans adding auto-fix pull requests.",
   "w_u": "https://rankcli.dev/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Check whether GPTBot, ClaudeBot, and PerplexityBot can access your site, and track your AI visibility over time.",
     "u": "https://rankcli.dev/changelog"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "whether AI answers can quote it (answer structure, citations, llms.txt)",
     "u": "https://rankcli.dev/"
    },
    "technical": {
     "v": "yes",
     "q": "whether GPTBot, ClaudeBot and PerplexityBot can reach your site",
     "u": "https://rankcli.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies: replaces the hand-written client audit",
     "u": "https://rankcli.dev/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankcli"
  },
  {
   "n": "Ranked AI",
   "u": "https://www.ranked.ai/",
   "w": "Managed AI SEO and PPC service with included software for rank tracking and AI visibility, sold to businesses and white labeled to agencies.",
   "w_u": "https://www.ranked.ai/llms.txt",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI visibility (ChatGPT, Claude, Gemini, Perplexity, Grok, Meta)",
     "u": "https://www.ranked.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Ranked AI includes the same tracking, unlimited, in a managed plan",
     "u": "https://www.ranked.ai/llms.txt"
    },
    "content": {
     "v": "yes",
     "q": "Hosted AEO blog CMS",
     "u": "https://www.ranked.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI visibility checker, llms.txt generator, AI SEO audit, crawler inspector",
     "u": "https://www.ranked.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink acquisition (white-hat outreach)",
     "u": "https://www.ranked.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Free Query Fan-Out Generator",
     "u": "https://www.ranked.ai/llms.txt"
    },
    "agency": {
     "v": "yes",
     "q": "White label Ranked AI's software and services under your agency's brand.",
     "u": "https://www.ranked.ai/white-label.md"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.ranked.ai/contact",
   "founded": 2015,
   "founded_src": "https://www.ranked.ai/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "ranked-ai"
  },
  {
   "n": "RankLens",
   "u": "https://ranklens.com/",
   "w": "RankLens sells local businesses and agencies a local and website SEO suite whose features include a check for AI citations.",
   "w_u": "https://ranklens.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "counts the real AI answers that cite your site on the two platforms your customers actually ask - Google AI Overviews and ChatGPT",
     "u": "https://ranklens.com/features/ai-visibility.html"
    },
    "sources": {
     "v": "yes",
     "q": "shows the exact prompt and the exact page cited, and lists which domains AI cites in your local searches when it isn't you",
     "u": "https://ranklens.com/features/ai-visibility.html"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "how many AI searches a month that prompt gets",
     "u": "https://ranklens.com/features/ai-visibility.html"
    },
    "agency": {
     "v": "yes",
     "q": "White-label & agency billing",
     "u": "https://ranklens.com/"
    }
   },
   "product": "AI visibility",
   "hq": "United States",
   "hq_src": "https://ranklens.com/about.html",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "ranklens"
  },
  {
   "n": "RankLens (ranklens.seovendor.co)",
   "u": "https://ranklens.seovendor.co/",
   "w": "Free AI brand visibility reports and sector leaderboards showing how prominently LLMs surface a company.",
   "w_u": "https://ranklens.seovendor.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Backed by open-source academic-level studies and US Patent 12,737,403, you can now reliably run FREE reports for your business and start improving your AI Visibility.",
     "u": "https://ranklens.seovendor.co/"
    },
    "content": {
     "v": "partial",
     "q": "Managed SEO & GEO. AI tools. White-label support.",
     "u": "https://seovendor.co/"
    },
    "agency": {
     "v": "partial",
     "q": "Yes. SV supports white-label service delivery, branded reporting, and multi-client workflows.",
     "u": "https://seovendor.co/"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "GEO Audit",
     "u": "https://seovendor.co/free-geo-audit/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "http://prsync.com/seo-vendor/ai-powered-seo-platform-scalable-white-label-solutions-5154961/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "ranklens-ranklens"
  },
  {
   "n": "rankless.ai",
   "u": "https://rankless.ai/",
   "w": "Rankless gives businesses a free AI visibility check and crawler tools, and sells a search intelligence platform through strategy calls.",
   "w_u": "https://rankless.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your score on ChatGPT, Perplexity, Gemini and Claude",
     "u": "https://rankless.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Whether your website is cited as a source",
     "u": "https://rankless.ai/"
    },
    "content": {
     "v": "yes",
     "q": "On-brand content engineered to be quoted by LLMs, not just ranked by Google.",
     "u": "https://rankless.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "lets the crawlers behind ChatGPT, Perplexity, Claude and Google read your site.",
     "u": "https://rankless.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agency or multi-location brand?",
     "u": "https://rankless.ai/"
    }
   },
   "product": "rankless.ai AI Visibility Checker",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "rankless-ai"
  },
  {
   "n": "Rankmesh",
   "u": "https://rankmesh.ai/",
   "w": "RankMesh sells growing businesses AI agents that fix SEO issues, write content, do outreach and track Google and AI search visibility.",
   "w_u": "https://rankmesh.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether ChatGPT and Google AI recommend you, free.",
     "u": "https://rankmesh.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "content written to be quoted, not just to be found.",
     "u": "https://rankmesh.ai/about"
    },
    "technical": {
     "v": "partial",
     "q": "Live on your site with schema and internal links already in place",
     "u": "https://rankmesh.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Getting others to mention you",
     "u": "https://rankmesh.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Tailored scope for larger, multi-site or agency businesses.",
     "u": "https://rankmesh.ai/"
    }
   },
   "hq": "India",
   "hq_src": "https://rankmesh.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06-09",
    "src": "https://www.linkedin.com/posts/saurabh-jha-306877220_geo-ai-generativeai-activity-7470031485266239488-PaKB"
   },
   "slug": "rankmesh"
  },
  {
   "n": "Rankmio",
   "u": "https://rankmio.com/",
   "w": "Pay-per-use SEO, GEO and content platform for website owners and SEO users that checks Google and AI visibility and writes content.",
   "w_u": "https://rankmio.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "watch rankings, visibility and AI citations.",
     "u": "https://rankmio.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Which questions are cited by Gemini, ChatGPT and Perplexity (max. 3 with citation count)?",
     "u": "https://rankmio.com/"
    },
    "content": {
     "v": "yes",
     "q": "The Citability Score shows you how well your content is structured for AI answers",
     "u": "https://rankmio.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Shows which search and AI crawlers are allowed to read a site.",
     "u": "https://rankmio.com/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Flexible team structure for agencies, freelancers and businesses.",
     "u": "https://rankmio.com/features/team"
    }
   },
   "hq": "Germany",
   "hq_src": "https://rankmio.com/llms.txt",
   "read": "2026-11-02",
   "slug": "rankmio"
  },
  {
   "n": "RankScan",
   "u": "https://rankscan.ai/",
   "w": "Monitoring platform for marketing teams covering AI answers, search rankings and website health, with prioritized action lists.",
   "w_u": "https://rankscan.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "RankScan asks ChatGPT, Claude, Perplexity, Gemini and Copilot your customers' questions.",
     "u": "https://rankscan.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "You see if your brand is named and which sources count.",
     "u": "https://rankscan.ai/"
    },
    "content": {
     "v": "partial",
     "q": "The app finds the topics, pages, prompts and technical issues holding you back.",
     "u": "https://rankscan.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "RankScan checks whether search engines and AI systems can find, load and understand your pages.",
     "u": "https://rankscan.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Get IT-Partner mentioned on it-vergleich.ch",
     "u": "https://rankscan.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Look after several client websites in one account.",
     "u": "https://rankscan.ai/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://rankscan.ai/imprint",
   "read": "2026-11-02",
   "slug": "rankscan"
  },
  {
   "n": "RankSightAI",
   "u": "https://ranksightai.com/",
   "w": "RankSightAI sells website owners an analyzer that reports on technical SEO, content and readiness for ChatGPT and voice search.",
   "w_u": "https://ranksightai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI content optimization",
     "u": "https://ranksightai.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Structured data & schema markup",
     "u": "https://ranksightai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ranksightai"
  },
  {
   "n": "RanksPro",
   "u": "https://rankspro.io/",
   "w": "White-label all-in-one AI SEO platform for agencies: rank tracking, AI Overviews and LLM visibility trackers, audits, backlinks.",
   "w_u": "https://rankspro.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Explore brand mentions, keyword opportunities, and prompt visibility on ChatGPT, Gemini, Claude",
     "u": "https://rankspro.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze the exact sources cited by LLMs and AI overviews to become a trusted citation for more queries.",
     "u": "https://rankspro.io/"
    },
    "content": {
     "v": "partial",
     "q": "Find the most searched conversational queries users send to LLMs and discover content optimization opportunities.",
     "u": "https://rankspro.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Expand your offerings by providing a complete SEO toolkit under your brand's name.",
     "u": "https://rankspro.io/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Explore brand mentions, keyword opportunities, and prompt visibility on ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://rankspro.io/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Rank Tracker",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/rankspro-io",
   "founded": 2023,
   "founded_src": "https://www.linkedin.com/company/rankspro-io",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/alekhverma_seo-ai-digitalmarketing-activity-7346844043709992960-JfNH"
   },
   "slug": "rankspro"
  },
  {
   "n": "Ranktack",
   "u": "https://ranktack.com/",
   "w": "AI agent that publishes daily SEO and GEO articles and places brands on listicles and Reddit threads LLMs cite, for businesses.",
   "w_u": "https://ranktack.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly when and where AI models mention your brand.",
     "u": "https://ranktack.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We publish your brand into high-authority listicles that ChatGPT, Perplexity, and Google AI Overviews pull from.",
     "u": "https://ranktack.com/"
    },
    "content": {
     "v": "yes",
     "q": "Our AI writer creates SEO/GEO-optimized articles for your site every day",
     "u": "https://ranktack.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "we place authentic mentions in high-intent Reddit threads your buyers are reading",
     "u": "https://ranktack.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "the exact queries where LLMs are recommending brands in your space",
     "u": "https://ranktack.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Ranktack AI SEO Agent",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "ranktack"
  },
  {
   "n": "Rankverse",
   "u": "https://rankverse.ai/",
   "w": "Platform that audits sites for SEO, AEO and GEO, ships fixes as pull requests, writes content and tracks AI mentions, for marketing teams and agencies.",
   "w_u": "https://rankverse.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Runs real prompts against ChatGPT, Perplexity, Claude, and Gemini and tells you when — and how — your brand gets mentioned.",
     "u": "https://rankverse.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "whether you were cited as a URL source",
     "u": "https://rankverse.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Writes full articles optimised for your target keyword",
     "u": "https://rankverse.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Detects schema gaps, thin content, missing H1s",
     "u": "https://rankverse.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "SEO agencies and consultancies managing client portfolios at scale.",
     "u": "https://rankverse.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankverse"
  },
  {
   "n": "Rankvia",
   "u": "https://www.rankvia.ai/",
   "w": "Software that finds search and AI visibility gaps, then creates and publishes pages, for founder led brands and SEO agencies.",
   "w_u": "https://www.rankvia.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankvia tracks the buyer questions that matter to your business, shows where your brand and competitors appear, and surfaces the sources shaping those answers.",
     "u": "https://www.rankvia.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Question-level evidence and sources",
     "u": "https://www.rankvia.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Rankvia generates the page from the Page Plan, search evidence and your business context",
     "u": "https://www.rankvia.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Automatically selected buyer questions",
     "u": "https://www.rankvia.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "SEO Agencies",
     "u": "https://www.rankvia.ai/"
    }
   },
   "product": "Rankvia AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "rankvia"
  },
  {
   "n": "RapidWombat",
   "u": "https://rapidwombat.com/",
   "w": "Software for small businesses that writes articles, places backlinks and tracks AI citations, for SEO and AI search.",
   "w_u": "https://rapidwombat.com/llms.txt",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "RapidWombat tracks how often a brand is cited by AI assistants",
     "u": "https://rapidwombat.com/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "uncovers high-value domains, and places backlinks on partner sites",
     "u": "https://rapidwombat.com/"
    },
    "content": {
     "v": "yes",
     "q": "Structure your content so ChatGPT and Gemini can find and cite it.",
     "u": "https://rapidwombat.com/"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt configuration, sitemap health, and LLMs.txt presence",
     "u": "https://rapidwombat.com/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit mentions: 2 keywords, scanned weekly, 3 reply drafts a week",
     "u": "https://rapidwombat.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Resell RapidWombat and run every client from one dashboard, white label with your branding",
     "u": "https://rapidwombat.com/pricing"
    }
   },
   "hq": "Australia",
   "hq_src": "https://rapidwombat.com/pricing",
   "read": "2026-11-02",
   "slug": "rapidwombat"
  },
  {
   "n": "Rivly",
   "u": "https://rivly.de/en/",
   "w": "Weekly visibility monitor for brands and agencies in German-speaking markets, covering AI answers, Google, ads and press, with next steps.",
   "w_u": "https://rivly.de/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week up to 120 AI answers to your customers’ questions: who is named, in which position, from which source.",
     "u": "https://rivly.de/en/"
    },
    "sources": {
     "v": "yes",
     "q": "who is named, in which position, from which source.",
     "u": "https://rivly.de/en/"
    },
    "content": {
     "v": "yes",
     "q": "the action with instructions and a ready page brief",
     "u": "https://rivly.de/en/"
    },
    "technical": {
     "v": "yes",
     "q": "Prüfen Sie kostenlos, welche KI-Crawler Ihre robots.txt zulässt",
     "u": "https://rivly.de/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "Request a test review from gipfelmagazin.de",
     "u": "https://rivly.de/en/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies: every client a project, every Monday an overview of all brands.",
     "u": "https://rivly.de/en/pricing/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://rivly.de/impressum/",
   "founded": 2026,
   "founded_src": "https://rivly.de/llms.txt",
   "read": "2026-11-02",
   "slug": "rivly"
  },
  {
   "n": "Rocketito",
   "u": "https://rocketito.com/",
   "w": "AI SEO platform for local businesses: tracks AI citation rate on five engines and auto-publishes 31 optimized articles a month.",
   "w_u": "https://rocketito.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Citation Tracking - 500+ monthly queries tested across ChatGPT, Perplexity AI, Google AI Overviews, Gemini, and Bing AI Copilot",
     "u": "https://rocketito.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content Generation - 31 AI-optimized articles per month with answer capsule format, published automatically",
     "u": "https://rocketito.com/"
    },
    "pr": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "AI citation tracking, content generation & schema",
     "u": "https://rocketito.com/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "rocketito"
  },
  {
   "n": "Rush Analytics",
   "u": "https://rush-analytics.com/",
   "w": "SEO platform with rank tracking, keyword research and site audits, plus an AI Tracker for brand mentions in AI engines, for marketers.",
   "w_u": "https://rush-analytics.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how many AI-generated answers mention your brand.",
     "u": "https://rush-analytics.com/land/ai-results-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "Find out which sources AI engines reference when mentioning your brand.",
     "u": "https://rush-analytics.com/land/ai-results-tracker"
    },
    "content": {
     "v": "partial",
     "q": "Optimize your content based on real data",
     "u": "https://rush-analytics.com/land/ai-results-tracker"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Add prompts manually or generate them automatically during setup.",
     "u": "https://rush-analytics.com/land/ai-results-tracker"
    },
    "agency": {
     "v": "yes",
     "q": "Add AI monitoring to your agency’s service portfolio.",
     "u": "https://rush-analytics.com/land/ai-results-tracker"
    }
   },
   "product": "AI Tracker",
   "hq": "United Arab Emirates",
   "hq_src": "https://rush-analytics.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "rush-analytics"
  },
  {
   "n": "Scalenut",
   "u": "https://www.scalenut.com/",
   "w": "AI SEO content platform plus expert-led GEO services: AI visibility tracking, GEO content writing and optimization, Reddit and backlink outreach.",
   "w_u": "https://www.scalenut.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track where your brand appears in AI answers across all five platforms",
     "u": "https://www.scalenut.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source mapping",
     "u": "https://www.scalenut.com/"
    },
    "content": {
     "v": "yes",
     "q": "Built-in GEO engine ... Article writer ... Content optimizer ... GEO score",
     "u": "https://www.scalenut.com/"
    },
    "pr": {
     "v": "yes",
     "q": "high-authority backlink building, Reddit activations, LLM mention tracking",
     "u": "https://www.scalenut.com/"
    },
    "agency": {
     "v": "yes",
     "q": "The Professional plan is designed for agencies and advanced in-house teams.",
     "u": "https://www.scalenut.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO Watchtower / AI Visibility, GEO Action Center",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/scalenut",
   "founded": 2020,
   "founded_src": "https://www.linkedin.com/company/scalenut",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://martechseries.com/predictive-ai/ai-platforms-machine-learning/scalenut-launches-ai-tools-to-boost-visibility-in-generative-search/"
   },
   "slug": "scalenut"
  },
  {
   "n": "Screpy",
   "u": "https://screpy.com/",
   "w": "SEO audit and monitoring suite with an AI Visibility module tracking mentions, citations, sources and share of voice in OpenAI, Gemini and Perplexity.",
   "w_u": "https://screpy.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions, citations, sentiment, sources, prompts, and competitor share of voice",
     "u": "https://screpy.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Track brand mentions, citations, sentiment, sources, prompts",
     "u": "https://screpy.com/"
    },
    "content": {
     "v": "partial",
     "q": "Analyze technical SEO, on-page signals, links, images, and AI-search readiness.",
     "u": "https://screpy.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Create white-label SEO reports with custom branding, live project data, PDF exports, and scheduled delivery for clients",
     "u": "https://screpy.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI & Bot Traffic | Analyze technical SEO, on-page signals, links, images, and AI-search readiness.",
     "u": "https://screpy.com"
    },
    "prompts": {
     "v": "partial",
     "q": "citations, sentiment, sources, prompts, and competitor share of voice",
     "u": "https://screpy.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "screpy"
  },
  {
   "n": "SE Ranking",
   "u": "https://visible.seranking.com/",
   "w": "AI visibility platform by SE Ranking tracking brand in ChatGPT, Gemini and AI Mode with cited sources and competitors.",
   "w_u": "https://visible.seranking.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get AI prompt results, including brand mentions and sentiment",
     "u": "https://visible.seranking.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze citations by domain and by URL, with coverage and AI answer counts",
     "u": "https://visible.seranking.com/"
    },
    "content": {
     "v": "partial",
     "q": "Find new content opportinities by analysing topics AI cites that your site doesn’t cover",
     "u": "https://visible.seranking.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Check traffic, Domain Trust, and backlinks to decide which sources are worth contacting",
     "u": "https://visible.seranking.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple brands on one dashboard",
     "u": "https://visible.seranking.com/for-agency-owners/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Research",
     "u": "https://visible.seranking.com/"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT ads tracker | AI Mode ads tracker",
     "u": "https://seranking.com/"
    }
   },
   "product": "AI Overviews Tracker; AI Search Toolkit; SE Visible",
   "hq": "United States",
   "hq_src": "https://www.andronicandpartners.ro/news/andronic-and-partners-has-advised-planable",
   "founded": 2013,
   "founded_src": "https://seranking.com/about-us.html",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "se-visible"
  },
  {
   "n": "Search Atlas",
   "u": "https://searchatlas.com/llm-visibility/",
   "w": "SEO platform (OTTO) with an LLM Visibility module tracking brand presence, cited URLs, sentiment and share of voice across LLMs.",
   "w_u": "https://searchatlas.com/llm-visibility/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLM Visibility shows if your brand appears, where it ranks in queries, the sentiment, and your share of voice.",
     "u": "https://searchatlas.com/llm-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Tracks exact source URLs cited in AI answers",
     "u": "https://searchatlas.com/llm-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "Understand what LLMs cite and adapt content to influence answers.",
     "u": "https://searchatlas.com/llm-visibility/"
    },
    "pr": {
     "v": "partial",
     "q": "Press Release Software",
     "u": "https://searchatlas.com/llm-visibility/"
    },
    "agency": {
     "v": "yes",
     "q": "Add full AI platform coverage and white-label dashboards and reporting for client delivery.",
     "u": "https://searchatlas.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LLM Visibility",
   "hq": "United States",
   "hq_src": "https://searchatlas.com/blog/search-atlas-and-highlevel-bring-ai-powered-seo-to-1-and-a-half-million-businesses/",
   "founded": 2021,
   "founded_src": "https://linkgraph.com/blog/search-atlas-review",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "search-atlas-llm-visibility"
  },
  {
   "n": "Search to Sale",
   "u": "https://www.searchtosale.io/",
   "w": "SEO and GEO agency that also sells a Content Intelligence Dashboard for content planning, for B2B SaaS brands and marketing agencies.",
   "w_u": "https://www.searchtosale.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Third party AI monitoring tools",
     "u": "https://www.searchtosale.io/"
    },
    "sources": {
     "v": "partial",
     "q": "The websites most often cited in AI answers from ChatGPT:",
     "u": "https://www.searchtosale.io/"
    },
    "content": {
     "v": "yes",
     "q": "a content optimization recommender, and a generative engine optimization tool.",
     "u": "https://www.searchtosale.io/seo-tool-pricing/"
    },
    "technical": {
     "v": "partial",
     "q": "These are the pages getting actual traffic from genAI chatbots.",
     "u": "https://www.searchtosale.io/white-label-seo-dashboard/"
    },
    "pr": {
     "v": "yes",
     "q": "Earned media e.g. founder quotes in industry publications",
     "u": "https://www.searchtosale.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Guesses about common prompts for which we want LLMs to cite this page.",
     "u": "https://www.searchtosale.io/seo-agency-pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label SEO Dashboard for Agencies",
     "u": "https://www.searchtosale.io/white-label-seo-dashboard/"
    }
   },
   "product": "Content Intelligence Dashboard",
   "hq": "United States",
   "hq_src": "https://www.searchtosale.io/",
   "founded": 2022,
   "founded_src": "https://www.searchtosale.io/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "search-to-sale"
  },
  {
   "n": "SearchPilot",
   "u": "https://www.searchpilot.com/",
   "w": "A/B testing platform for GEO and SEO changes on large websites, sold to enterprise SEO teams.",
   "w_u": "https://www.searchpilot.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Switch between metrics to see the impact on traffic, impressions, LLM traffic, and more.",
     "u": "https://www.searchpilot.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Boost visibility in LLMs, AI searches, and beyond with controlled GEO and SEO experiments.",
     "u": "https://www.searchpilot.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO A/B Testing",
   "founded": 2015,
   "founded_src": "https://www.searchpilot.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.searchpilot.com/resources/blog/searchpilot-geo-testing"
   },
   "slug": "searchpilot"
  },
  {
   "n": "SearchVoro",
   "u": "https://searchvoro.com/",
   "w": "SEO platform for in-house teams and agencies that audits sites, tracks rankings and AI citations, applies fixes to a CMS and records outcomes.",
   "w_u": "https://searchvoro.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "SearchVoro measures your Share of Voice in ChatGPT, Perplexity, Gemini, and Google AI Overviews",
     "u": "https://searchvoro.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which of your URLs get cited for which prompts, and how often",
     "u": "https://searchvoro.com/product/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Grounded briefs, answer units, and publish-gated AI drafts.",
     "u": "https://searchvoro.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI readiness: how quotable your pages are to AI engines",
     "u": "https://searchvoro.com/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit & community watch",
     "u": "https://searchvoro.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and priority support for client work.",
     "u": "https://searchvoro.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://searchvoro.com/about",
   "read": "2026-11-02",
   "slug": "searchvoro"
  },
  {
   "n": "Semactic",
   "u": "https://semactic.com/en",
   "w": "Semactic sells an SEO and GEO platform to brands and agencies that tracks AI visibility and turns it into prioritized action plans.",
   "w_u": "https://semactic.com/en",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track in real time how AI models reference your brand: what they say, in what context, and how often.",
     "u": "https://semactic.com/en/platform/features"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor mentions of your brand, track citations, and receive actionable recommendations",
     "u": "https://semactic.com/en/platform/geo-tool"
    },
    "content": {
     "v": "yes",
     "q": "Get smart, context-aware suggestions on what to create, optimise, or fix to improve both SEO rankings and AI citations.",
     "u": "https://semactic.com/en/platform/features"
    },
    "technical": {
     "v": "yes",
     "q": "Server log analysis to understand how crawlers actually explore your site - including AI crawlers (GPTBot, Google-Extended, etc.)",
     "u": "https://semactic.com/en/platform/features"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "ActivGEO by Semactic identifies and monitor the most relevant prompts for your company",
     "u": "https://semactic.com/en/platform/geo-tool"
    },
    "agency": {
     "v": "yes",
     "q": "white-label platform, expert support and client reporting included",
     "u": "https://semactic.com/en/solutions/for-agencies"
    }
   },
   "product": "ActivGEO",
   "hq": "Belgium",
   "hq_src": "https://semactic.com/en/terms-of-use",
   "founded": 2020,
   "founded_src": "https://semactic.com/en/about/who-we-are",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/apjm55_our-new-offering-to-help-you-know-how-chat-activity-7351267274911014912-F-St"
   },
   "slug": "semactic"
  },
  {
   "n": "Semji",
   "u": "https://semji.com/",
   "w": "Agentic content platform that tracks AI mentions and citations and writes pages for SEO and GEO, sold to marketing teams.",
   "w_u": "https://semji.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mention Rate and Citation Rate, tracked daily across every monitored prompt.",
     "u": "https://semji.com/features/intelligence-hub-geo"
    },
    "sources": {
     "v": "yes",
     "q": "Explore the most cited sources in your industry",
     "u": "https://semji.com/features/intelligence-hub-geo"
    },
    "content": {
     "v": "yes",
     "q": "Semji finds the questions ChatGPT and Gemini answer without citing you, writes the page and sends it to your CMS.",
     "u": "https://semji.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "PR and social strategies designed to secure influential mentions and citations across the AI ecosystem",
     "u": "https://semji.com/geo"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Intel Hub > GEO shows which web sources the AI engines cite and suggests the prompts",
     "u": "https://semji.com/changelog"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Intelligence Hub GEO",
   "hq": "France",
   "hq_src": "https://semji.com/",
   "founded": 2012,
   "founded_src": "https://semji.com/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://semji.com/changelog"
   },
   "slug": "semji"
  },
  {
   "n": "Senuto",
   "u": "https://www.senuto.com/en/",
   "w": "SEO and content marketing toolset with rank tracking, keyword data and AI Overviews monitoring, for SEO specialists and marketing teams.",
   "w_u": "https://www.senuto.com/en/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor results in Google and AI Overviews. In one place.",
     "u": "https://www.senuto.com/en/"
    },
    "sources": {
     "v": "yes",
     "q": "See who is featured and from which organic positions the sources come",
     "u": "https://www.senuto.com/en/changelog/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and brands needing the highest limits and large data volumes",
     "u": "https://www.senuto.com/en/pricing/"
    }
   },
   "product": "AI Overviews report",
   "hq": "Poland",
   "hq_src": "https://www.senuto.com/en/",
   "founded": 2014,
   "founded_src": "https://linkedin.com/company/senuto",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "senuto"
  },
  {
   "n": "SEO Copilot",
   "u": "https://seocopilot.ai/",
   "w": "AI SEO automation platform covering research, content, audits, rank tracking and GEO, sold to businesses and agencies.",
   "w_u": "https://seocopilot.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand presence, citations, and discoverability across AI search platforms including ChatGPT, Gemini, Perplexity, and AI Overviews.",
     "u": "https://seocopilot.ai/pricing"
    },
    "sources": {
     "v": "partial",
     "q": "AI Citation Intelligence",
     "u": "https://seocopilot.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Evaluate and optimize your content for AI-powered search, answer engines, and generative search platforms.",
     "u": "https://seocopilot.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Generate structured data markup that helps search engines and AI platforms better understand, interpret, and surface your content.",
     "u": "https://seocopilot.ai/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "Identify high-value backlink opportunities your competitors have secured and prioritize outreach efforts with the greatest ranking potential.",
     "u": "https://seocopilot.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Research high-impact keywords across traditional search engines and AI-powered search experiences.",
     "u": "https://seocopilot.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage every client project from one platform",
     "u": "https://seocopilot.ai/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.linkedin.com/posts/ganesh-karthick-dev_your-all-in-one-ai-seo-agent-for-ranking-activity-7506326273221083138-7S7w"
   },
   "slug": "seo-copilot"
  },
  {
   "n": "SEO Grow",
   "u": "https://seogrow.co/",
   "w": "An SEO agency with a self service AI SEO audit tool and white label reports, focused on building materials and construction firms.",
   "w_u": "https://seogrow.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Use our GEO/AEO audit to assess your content's citability for Generative Search.",
     "u": "https://seogrow.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Run an instant, deterministic AI SEO audit in 30 seconds. Check your 0-100 score for Google AI Overviews, ChatGPT & Perplexity citations",
     "u": "https://ai-audit.seogrow.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "AI SEO White Label Audit Reporting For Marketing Agencies",
     "u": "https://seogrow.co/"
    }
   },
   "hq": "Kosovo",
   "hq_src": "https://www.linkedin.com/posts/seogrow_free-ai-seo-audit-aeo-geo-llm-seo-analysis-activity-7396940973211070464-ITPf",
   "founded": 2022,
   "founded_src": "https://www.linkedin.com/posts/seogrow_free-ai-seo-audit-aeo-geo-llm-seo-analysis-activity-7396940973211070464-ITPf",
   "tier": 4,
   "read": "2026-10-22",
   "launch": {
    "d": "2025-11",
    "src": "https://www.linkedin.com/posts/seogrow_free-ai-seo-audit-aeo-geo-llm-seo-analysis-activity-7396940973211070464-ITPf"
   },
   "slug": "seo-grow"
  },
  {
   "n": "Seobility",
   "u": "https://www.seobility.net/en/",
   "w": "All-in-one SEO software (audit, rank tracking, backlinks) with AI Overview tracking; AI visibility tracking for ChatGPT is marked coming soon.",
   "w_u": "https://www.seobility.net/en/pricing/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Visibility Tracking (Coming soon)",
     "u": "https://www.seobility.net/en/pricing/"
    },
    "sources": {
     "v": "yes",
     "q": "See if Google shows an AI Overview for your keywords and analyze its content, including the full AI answer text, cited sources, and each source's position within the AI Overview.",
     "u": "https://www.seobility.net/en/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "uncovering issues that limit visibility in traditional search engines and AI-powered search platforms like Google AI Mode and ChatGPT.",
     "u": "https://www.seobility.net/en/seo-software-for-agencies-and-freelancers/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Seobility provides white label SEO reports that can be fully branded with your company logo.",
     "u": "https://www.seobility.net/en/seo-software-for-agencies-and-freelancers/"
    },
    "technical": {
     "v": "partial",
     "q": "Generative Engine Optimization (GEO) with Seobility; Seobility MCP (Beta)",
     "u": "https://www.seobility.net/en/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Overviews monitoring; AI Visibility Tracking",
   "hq": "Germany",
   "hq_src": "https://www.seobility.net/en/imprint/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/seobility-seo-tool_new-seobility-features-for-christmas-activity-7407041584216686592-Twhj"
   },
   "slug": "seobility"
  },
  {
   "n": "seoClarity",
   "u": "https://www.seoclarity.net/",
   "w": "Enterprise SEO platform; Clarity ArcAI monitors brand mentions and citations across AI search engines and optimizes content and schema.",
   "w_u": "https://www.seoclarity.net/ai-seo/ai-search-engines",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand's visibility across ChatGPT, Gemini, Perplexity, Google AI Mode, and other AI search engines",
     "u": "https://www.seoclarity.net/ai-seo/ai-search-engines"
    },
    "sources": {
     "v": "yes",
     "q": "diagnostics for brand mentions, citations, sentiment, and page-level issues",
     "u": "https://www.seoclarity.net/resources/news/seoclarity-unveils-arcai-insights-the-first-action-layer-for-ai-search-optimization"
    },
    "content": {
     "v": "yes",
     "q": "Know exactly which prompts to track and optimize your content for",
     "u": "https://www.seoclarity.net/ai-seo/ai-search-engines"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For Agencies",
     "u": "https://www.seoclarity.net/"
    },
    "technical": {
     "v": "partial",
     "q": "AI Bot Activity",
     "u": "https://www.seoclarity.net/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Clarity ArcAI",
   "hq": "United States",
   "hq_src": "https://www.seoclarity.net/resources/news/seoclarity-crawls-new-google-ai-overviews/",
   "founded": 2007,
   "founded_src": "https://www.seoclarity.net/company/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "seoclarity-clarity-arcai"
  },
  {
   "n": "SEOcompass",
   "u": "https://seocompass.co/",
   "w": "SEO and AI search tool that ranks fixes from Search Console data, drafts them and tracks AI visibility, sold to site owners and teams.",
   "w_u": "https://seocompass.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility tracks your presence across AI Overview, AI Mode, ChatGPT, Gemini and Perplexity",
     "u": "https://seocompass.co/"
    },
    "sources": {
     "v": "partial",
     "q": "The exact prompts you're cited in",
     "u": "https://seocompass.co/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Articles structured to be cited by AI answer engines",
     "u": "https://seocompass.co/"
    },
    "technical": {
     "v": "partial",
     "q": "Unlocks AI-answer eligibility",
     "u": "https://seocompass.co/"
    },
    "pr": {
     "v": "partial",
     "q": "Discussions — 100 scans/mo (Reddit/Quora/forums that rank)",
     "u": "https://seocompass.co/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Topic Coverage (AI fan-out gap analysis)",
     "u": "https://seocompass.co/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-site AI Visibility tracking for portfolios and in-house teams.",
     "u": "https://seocompass.co/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seocompass"
  },
  {
   "n": "SEOcrawl",
   "u": "https://seocrawl.ai/",
   "w": "SEO platform with AI prompt tracking, an MCP connector and free AI checkers, for freelancers, agencies and enterprises.",
   "w_u": "https://seocrawl.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See when ChatGPT, Gemini, Perplexity and Claude mention your brand",
     "u": "https://seocrawl.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Visibility, change, mentions and citations for each theme or buyer persona you track.",
     "u": "https://seocrawl.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Check if a page is ready to be cited in AI answers.",
     "u": "https://seocrawl.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Check which AI crawlers your robots.txt blocks.",
     "u": "https://seocrawl.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See the sub-queries AI search runs behind a single prompt.",
     "u": "https://seocrawl.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients with white-label reports.",
     "u": "https://seocrawl.ai/"
    }
   },
   "product": "SEOcrawl AI Tracker; Prompt Tracking; AI Visibility Checker",
   "hq": "Andorra",
   "hq_src": "https://seocrawl.ai/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "seocrawl"
  },
  {
   "n": "Seodar",
   "u": "https://seodar.io/",
   "w": "Technical SEO audit platform with rank tracking and AI assistant citation monitoring, sold to in house SEOs, developers and agencies.",
   "w_u": "https://seodar.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if AI assistants actually cite you",
     "u": "https://seodar.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Four assistants and Google’s AI Overview, asked about your market and recorded: the answer, the sources, and which domains were named instead of yours.",
     "u": "https://seodar.io/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Search & AI crawlers",
     "u": "https://seodar.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports on a schedule, and client seats that see one site.",
     "u": "https://seodar.io/llms.txt"
    }
   },
   "product": "Seodar AI visibility",
   "hq": "Slovenia",
   "hq_src": "https://seodar.io/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seodar"
  },
  {
   "n": "SEOLadders",
   "u": "https://www.seoladders.com/",
   "w": "AI SEO agent that writes and publishes a daily article, builds backlinks and tracks whether ChatGPT and other AI engines recommend you.",
   "w_u": "https://www.seoladders.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "30 buyer questions rechecked throughout the week: who AI names, the pages it cites and what it says about you.",
     "u": "https://www.seoladders.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "The sources behind the answer: your pages, review sites, Reddit and the rest. That is where to show up next.",
     "u": "https://www.seoladders.com/features/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Answer-first sections, FAQ schema, cited sources and internal links, so a search result and an AI answer can both use it.",
     "u": "https://www.seoladders.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Cited pages that skip you become pitches, drafted for you to send.",
     "u": "https://www.seoladders.com/features/ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "Add each client as its own site, with its own topics, competitors, calendar and CMS.",
     "u": "https://www.seoladders.com/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.indiehackers.com/post/just-launched-seo-ladders-seo-platform-for-founders-who-dont-know-where-to-start-get-organic-traffic-from-google-and-chatgpt-6UQBmgQjX77YtAOIgMxO"
   },
   "slug": "seoladders"
  },
  {
   "n": "Seology",
   "u": "https://seology.ai/",
   "w": "AI SEO agent that audits a site and proposes fixes through GitHub pull requests or Shopify updates, including GEO checks, for site owners.",
   "w_u": "https://seology.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Seology proposes content and schema updates: clearer answer blocks, new FAQ sections, structured data additions, and internal links",
     "u": "https://seology.ai/geo-optimization"
    },
    "technical": {
     "v": "yes",
     "q": "Seology audits your pages for the signals AI engines rely on: clear, direct answers, FAQ-style structure, complete schema, and crawlability for AI bots.",
     "u": "https://seology.ai/geo-optimization"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Custom domain & white-label",
     "u": "https://seology.ai/pricing"
    }
   },
   "product": "GEO Optimization",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://seology.ai/changelog"
   },
   "slug": "seology"
  },
  {
   "n": "Seomator",
   "u": "https://seomator.com/",
   "w": "AI SEO manager with keyword and prompt tracking and an agent that ships approved fixes, sold to B2B SaaS teams.",
   "w_u": "https://seomator.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every day we ask it on ChatGPT, Gemini and Google AI Mode, then parse and store each answer",
     "u": "https://seomator.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Citation sources",
     "u": "https://seomator.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content for AI answers",
     "u": "https://seomator.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical first, then the content of every page, for Google and AI answers.",
     "u": "https://seomator.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Pitch the roundups AI cites without you: Prospeo, MarketBetter, Ditlead",
     "u": "https://seomator.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "keyword and prompt tracking",
     "u": "https://seomator.com"
    },
    "agency": {
     "v": "partial",
     "q": "White-label reports (after launch)",
     "u": "https://seomator.com/pricing"
    }
   },
   "product": "AI SEO Manager",
   "hq": "United Kingdom",
   "hq_src": "https://seomator.com/",
   "founded": 2014,
   "founded_src": "https://seomator.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seomator"
  },
  {
   "n": "SEOmator GEO Audit Skill",
   "u": "https://github.com/seo-skills/geo-audit-skill",
   "w": "A free Python CLI and Claude Code skills that score how well AI engines can read, quote and cite a site.",
   "w_u": "https://github.com/seo-skills/geo-audit-skill",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Is it deep, attributed, dated and quotable?",
     "u": "https://github.com/seo-skills/geo-audit-skill"
    },
    "technical": {
     "v": "yes",
     "q": "which of their crawlers robots.txt lets in",
     "u": "https://github.com/seo-skills/geo-audit-skill"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "report in HTML and PDF with client and operator modes",
     "u": "https://github.com/seo-skills/geo-audit-skill"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://seomator.com/geo-audit-tool",
   "read": "2026-11-02",
   "slug": "seomator-geo-audit-skill"
  },
  {
   "n": "SEOmonitor",
   "u": "https://www.seomonitor.com/",
   "w": "An SEO platform for agencies that also tracks brand mentions, citations and sentiment in ChatGPT, Gemini, Perplexity and Claude.",
   "w_u": "https://help.seomonitor.com/en/articles/12427191-ai-search-tracking",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "SEOmonitor currently supports four AI models:",
     "u": "https://help.seomonitor.com/en/articles/12427191-ai-search-tracking"
    },
    "sources": {
     "v": "yes",
     "q": "The same for the other brands and sources in the answer",
     "u": "https://help.seomonitor.com/en/articles/12427191-ai-search-tracking"
    },
    "content": {
     "v": "partial",
     "q": "AI Content Writer",
     "u": "https://web.archive.org/web/20260615142008/https://www.seomonitor.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "SEOmonitor reads the intents your keyword carries and folds them into the one question a real person would ask an LLM about that topic.",
     "u": "https://help.seomonitor.com/en/articles/12427191-ai-search-tracking"
    },
    "agency": {
     "v": "yes",
     "q": "The SEO platform for SEO agencies",
     "u": "https://help.seomonitor.com/en/"
    }
   },
   "product": "AI Search Tracking",
   "hq": "Romania",
   "hq_src": "https://help.seomonitor.com/en/articles/2285726-seomonitor-terms-of-use",
   "founded": 2007,
   "founded_src": "https://ro.linkedin.com/company/seomonitor-application",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "seomonitor"
  },
  {
   "n": "SEOnautik",
   "u": "https://seonautik.de/",
   "w": "One-off and monthly reports for German-speaking businesses that check whether AI assistants name their site, plus technical, content and legal checks.",
   "w_u": "https://seonautik.de/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Der Report misst ChatGPT, Claude, Perplexity und Gemini und sagt Ihnen Schritt für Schritt, was zu tun ist.",
     "u": "https://seonautik.de/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Sind Ihre Textseiten so gegliedert, wie es von KI zitierte Seiten oft sind",
     "u": "https://seonautik.de/"
    },
    "technical": {
     "v": "yes",
     "q": "KI-Crawler-Zugang, llms.txt, Firmendaten-Signale",
     "u": "https://seonautik.de/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-Label-Reports mit eigenem Logo für Agenturen und Webdesigner",
     "u": "https://seonautik.de/llms.txt"
    }
   },
   "hq": "Germany",
   "hq_src": "https://seonautik.de/impressum",
   "read": "2026-11-02",
   "slug": "seonautik"
  },
  {
   "n": "Seonix",
   "u": "https://seonix.ai/",
   "w": "Automated SEO tool that writes and publishes articles and scans ChatGPT for brand mentions, sold to businesses instead of an agency.",
   "w_u": "https://seonix.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Scans show where your brand appears in ChatGPT answers to the questions your customers ask.",
     "u": "https://seonix.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Structures every article the way AI engines quote: direct answers, FAQ blocks, clear facts.",
     "u": "https://seonix.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Keeps your site readable for AI engines, including an llms.txt map of your most important pages.",
     "u": "https://seonix.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracking",
   "hq": "Ukraine",
   "hq_src": "https://seonix.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "seonix"
  },
  {
   "n": "SEOptimer",
   "u": "https://seoptimer.com/",
   "w": "SEO audit and reporting tool with a GEO Audit add on, for websites and agencies.",
   "w_u": "https://www.seoptimer.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "GEO Audit Tool",
     "u": "https://www.seoptimer.com/geo-audit/"
    },
    "sources": {
     "v": "partial",
     "q": "AI Overview Citations and Traffic: Understand how your brand and website appear in AI Overviews",
     "u": "https://www.seoptimer.com/blog/new-geo-checks/"
    },
    "content": {
     "v": "partial",
     "q": "get clear recommendations to improve how LLMs understand and surface your content",
     "u": "https://www.seoptimer.com/geo-audit/"
    },
    "technical": {
     "v": "yes",
     "q": "LLMs.txt File: Ensure your site has an LLMs.txt file so AI platforms know which pages to prioritize.",
     "u": "https://www.seoptimer.com/blog/new-geo-checks/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label SEO Reports for Agencies (with Embed Option)",
     "u": "https://www.seoptimer.com/white-label/"
    }
   },
   "hq": "SG",
   "hq_src": "https://www.linkedin.com/posts/seoptimer_weve-just-launched-four-powerful-geo-checks-activity-7393958232509104129-YhVR",
   "founded": 2012,
   "founded_src": "https://www.seoptimer.com/about",
   "tier": 2,
   "read": "2026-10-22",
   "launch": {
    "d": "2025-11",
    "src": "https://www.seoptimer.com/blog/new-geo-checks/"
   },
   "slug": "seoptimer"
  },
  {
   "n": "SEORav",
   "u": "https://www.seorav.com/",
   "w": "LLM SEO platform that plans, writes and publishes content to a CMS and tracks AI citations, sold to solopreneurs, SaaS founders and agencies.",
   "w_u": "https://www.seorav.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See every AI answer that mentions you across 7 surfaces",
     "u": "https://www.seorav.com/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citation tracker + gap analysis across ChatGPT, Perplexity, Claude, Gemini",
     "u": "https://www.seorav.com/"
    },
    "content": {
     "v": "yes",
     "q": "Write articles AI engines actually cite",
     "u": "https://www.seorav.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Live-publish verification + JSON-LD schema",
     "u": "https://www.seorav.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Find, pitch and earn real backlinks from your own inbox",
     "u": "https://www.seorav.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Per-client voice profiles. Per-site cost gates. White-label scorecards your clients show their boards.",
     "u": "https://www.seorav.com/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.seorav.com/",
   "founded": 2026,
   "founded_src": "https://linkedin.com/company/seorav-app",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06-10",
    "src": "https://digitalmarketreports.com/news/71957/seorav-launches-in-the-uk-the-ai-cmo-that-gets-brands-cited-by-ai-not-just-ranked-on-google/"
   },
   "slug": "seorav"
  },
  {
   "n": "SEORCE",
   "u": "https://seorce.com/",
   "w": "SEO + GEO platform: AI Beacon tracks brand across 7 AI engines and Google AI, shows cited pages, applies technical fixes.",
   "w_u": "https://seorce.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "7 AI engines tracked: ChatGPT, Gemini, Perplexity, Copilot, Grok, DeepSeek, Llama",
     "u": "https://seorce.com/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Beacon shows the specific Reddit thread, YouTube video or page URL, so you see the page as well as the domain.",
     "u": "https://seorce.com/"
    },
    "content": {
     "v": "yes",
     "q": "SEORCE shows where you stand, applies technical fixes on your live site and measures the result in one project.",
     "u": "https://seorce.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Paired with Citation Potential, it shows whether a link helps SEO, AI citations",
     "u": "https://seorce.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency For agencies running client work.",
     "u": "https://seorce.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawlability audit — entity and schema signals",
     "u": "https://seorce.com/changelog"
    },
    "prompts": {
     "v": "partial",
     "q": "AI query layer — surface zero-volume opportunities",
     "u": "https://seorce.com/changelog"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Beacon (AI visibility); SEORCE platform",
   "hq": "United States",
   "hq_src": "https://seorce.com/",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/seorce_seo-teams-have-been-caught-flat-footed-activity-7362388936897253377-V8kI",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/sudhirvashist_not-all-rankings-are-visible-some-of-the-activity-7349384548935225345-iIel"
   },
   "slug": "seorce"
  },
  {
   "n": "Seoreviewtools",
   "u": "https://www.seoreviewtools.com/",
   "w": "Collection of free SEO and AI tools, including an AI brand visibility checker and prompt tracker, for SEO professionals and marketers.",
   "w_u": "https://www.seoreviewtools.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The AI Brand Visibility tool is designed to analyze and compare how different AI models perceive your brand",
     "u": "https://www.seoreviewtools.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Use the Content editor to optimize your content for both search and AI.",
     "u": "https://www.seoreviewtools.com/"
    },
    "technical": {
     "v": "partial",
     "q": "How to Use the AI Visibility API?",
     "u": "https://www.seoreviewtools.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "the query fan-out tool helps you to discover semantically relevant search queries",
     "u": "https://www.seoreviewtools.com/"
    },
    "agency": {
     "v": "partial",
     "q": "As an agency or in-house marketing team optimizing and reporting",
     "u": "https://www.seoreviewtools.com/"
    }
   },
   "product": "AI Brand Visibility checker",
   "hq": "Netherlands",
   "hq_src": "https://www.seoreviewtools.com/",
   "founded": 2013,
   "founded_src": "https://www.linkedin.com/company/seo-review-tools",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/jasja_seo-geo-activity-7346170053291073537-sbqd"
   },
   "slug": "seoreviewtools"
  },
  {
   "n": "SEOTalos",
   "u": "https://seotalos.com/",
   "w": "Multi-site Google Search Console analytics and SEO testing for agencies and businesses, with credits for AI Overview data.",
   "w_u": "https://seotalos.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "1k AIO credits",
     "u": "https://seotalos.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage all your clients' GSC data from one portal",
     "u": "https://seotalos.com/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://seotalos.com/",
   "read": "2026-10-30",
   "slug": "seotalos"
  },
  {
   "n": "seotools.pro",
   "u": "https://seotools.pro/",
   "w": "SEO and GEO platform with 40+ tools, site audits, rank tracking and done for you services, for marketers and agencies.",
   "w_u": "https://seotools.pro/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See which Google AI Overviews, ChatGPT, Perplexity and Gemini answers name or link your site.",
     "u": "https://seotools.pro/ai-visibility-checker"
    },
    "sources": {
     "v": "yes",
     "q": "Open any prompt to read the answer and every page it cited, with yours marked.",
     "u": "https://seotools.pro/ai-visibility-checker"
    },
    "content": {
     "v": "partial",
     "q": "Content written to be cited in AI answers (GEO)",
     "u": "https://seotools.pro/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Digital PR and brand mentions",
     "u": "https://seotools.pro/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "See which AI answers name or cite your site, and the prompts behind them.",
     "u": "https://seotools.pro/ai-visibility-checker"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and large organizations that need white-label delivery and custom limits.",
     "u": "https://seotools.pro/pricing"
    }
   },
   "product": "AI Visibility Tracker",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "seotools-pro"
  },
  {
   "n": "SEOZast",
   "u": "https://www.seozast.com/",
   "w": "Automated SEO and programmatic content tool with backlinks and one click publishing, aimed at ranking site owners on Google and ChatGPT.",
   "w_u": "https://www.seozast.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Search Analyzer See how ChatGPT & Perplexity see your content",
     "u": "https://www.seozast.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Yes, SEOzast now supports Generative Engine Optimization (GEO), creating AI-friendly content for platforms like ChatGPT, Perplexity, and Google SGE.",
     "u": "https://www.seozast.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "seozast"
  },
  {
   "n": "SEOZoom",
   "u": "https://www.seozoom.com/",
   "w": "SEO, GEO and AEO suite that analyses content and competitors on Google and AI engines, for agencies, freelancers and brands.",
   "w_u": "https://www.seozoom.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the prompts that matter most in your market and find out whether you make it into those answers",
     "u": "https://www.seozoom.com/seo-for-ai-tools/"
    },
    "sources": {
     "v": "yes",
     "q": "tying prompts, keywords, cited URLs, engines involved and the competitive landscape into a single dashboard",
     "u": "https://www.seozoom.com/seo-for-ai-tools/"
    },
    "content": {
     "v": "yes",
     "q": "helps you build dense, complete content, ready to be picked as a source by AI",
     "u": "https://www.seozoom.com/seo-for-ai-tools/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "find the queries the model runs on its own to build the answer",
     "u": "https://www.seozoom.com/seo-for-ai-tools/"
    },
    "agency": {
     "v": "yes",
     "q": "Generate professional reports in seconds, ready for clients, teams or strategic presentations.",
     "u": "https://www.seozoom.com/"
    }
   },
   "product": "AI Prompt Tracker / AEO Audit / GEO section",
   "hq": "Italy",
   "hq_src": "https://www.seozoom.com/about-us/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.seozoom.com/changelog/"
   },
   "slug": "seozoom"
  },
  {
   "n": "Serpair",
   "u": "https://serpair.com/",
   "w": "AI-native SEO and GEO platform tracking Google rankings and whether ChatGPT, Perplexity and Gemini cite your brand, with an action plan.",
   "w_u": "https://serpair.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Serpair asks your buyers’ real questions to AI engines without hinting your brand, then captures the exact answer, whether you were named, and who was named in your place.",
     "u": "https://serpair.com/"
    },
    "content": {
     "v": "partial",
     "q": "Serpair hands you a prioritized action plan — the exact pages to fix, keywords to target, and links to disavow.",
     "u": "https://serpair.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Best for agencies & multi-brand",
     "u": "https://serpair.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Refresh 2 pages losing AI citations",
     "u": "https://serpair.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Add FAQ schema to /pricing",
     "u": "https://serpair.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "Australia",
   "hq_src": "https://serpair.com/terms/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "serpair"
  },
  {
   "n": "Serpier",
   "u": "https://serpier.com/",
   "w": "An AI agent platform and media placement marketplace that tracks Google rankings and AI answers, then plans and writes work for marketing teams.",
   "w_u": "https://serpier.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, compare yourself to competitors, and see which sources AI relies on.",
     "u": "https://serpier.com/"
    },
    "sources": {
     "v": "yes",
     "q": "see which sources AI relies on",
     "u": "https://serpier.com/"
    },
    "content": {
     "v": "yes",
     "q": "Navi helps you track, plan, write and publish",
     "u": "https://serpier.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Add an llm.txt file",
     "u": "https://serpier.com/ai-visibility"
    },
    "pr": {
     "v": "yes",
     "q": "Choose from 200,000+ publishers that fit your brand, and we'll track your articles once they're live.",
     "u": "https://serpier.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We turn your products and campaigns into buyer questions, grouped by where they are in the journey.",
     "u": "https://serpier.com/ai-visibility"
    },
    "agency": {
     "v": "partial",
     "q": "We buy for clients",
     "u": "https://serpier.com/"
    }
   },
   "product": "AI Visibility / Navi",
   "hq": "Denmark",
   "hq_src": "https://serpier.com/terms-conditions",
   "founded": 2024,
   "founded_src": "https://tech.eu/2026/06/25/serpier-raises-eur14m-to-help-online-retailers-improve-digital-visibility/:",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/s%C3%B8ren-fuhr-forsingdal-34a1a9ab_yesterday-we-officially-launched-something-activity-7472629910319288320-qr_E"
   },
   "slug": "serpier"
  },
  {
   "n": "SERPrecon",
   "u": "https://www.serprecon.com/",
   "w": "GEO and SEO tool that diagnoses whether content, intent or authority holds a page back, sold to agencies and individual SEOs.",
   "w_u": "https://www.serprecon.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your share of voice across Google's organic results, AI Overviews, ChatGPT and Perplexity.",
     "u": "https://www.serprecon.com/"
    },
    "sources": {
     "v": "partial",
     "q": "the AI citations you gained or lost",
     "u": "https://www.serprecon.com/"
    },
    "content": {
     "v": "yes",
     "q": "Score your content before you publish",
     "u": "https://www.serprecon.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "patent-derived query fan-out",
     "u": "https://www.serprecon.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Affordable Plans for Agencies and Individual SEOs",
     "u": "https://www.serprecon.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.prweb.com/releases/moonello-relaunches-serprecon-revolutionizing-search-engine-optimization-seo-with-semantic-understanding-302483396.html",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.serprecon.com/blog/welcome-to-serprecon2-0"
   },
   "slug": "serprecon"
  },
  {
   "n": "Serpstat",
   "u": "https://serpstat.com/page/llm-brand-monitor/",
   "w": "AI visibility tracker inside the Serpstat SEO suite that monitors brand mentions and sentiment across AI models, for marketing teams.",
   "w_u": "https://serpstat.com/page/llm-brand-monitor/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor brand mentions across ChatGPT, Gemini, Perplexity & more",
     "u": "https://serpstat.com/page/llm-brand-monitor/"
    },
    "sources": {
     "v": "partial",
     "q": "AI Overview Brand Opportunities Report",
     "u": "https://serpstat.com/page/llm-brand-monitor/"
    },
    "content": {
     "v": "partial",
     "q": "Get concrete steps to improve visibility and accuracy in AI answers.",
     "u": "https://serpstat.com/page/llm-brand-monitor/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Add queries or let AI do it for you.",
     "u": "https://serpstat.com/page/llm-brand-monitor/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "Ukraine",
   "hq_src": "https://serpstat.com/page/about-us/",
   "founded": 2013,
   "founded_src": "https://serpstat.com/page/llm-brand-monitor/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-09",
    "src": "https://www.linkedin.com/posts/alex-danilin-3b26b8121_is-ai-talking-about-your-brand-with-the-activity-7373283183343276033-RgWb"
   },
   "slug": "serpstat"
  },
  {
   "n": "Serpwise AI",
   "u": "https://serpwise.ai/",
   "w": "Platform that audits a site and deploys approved SEO and GEO changes at the edge, sold to websites, brands, ecommerce and agencies.",
   "w_u": "https://serpwise.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and sources across answer engines, then turn every finding into action.",
     "u": "https://serpwise.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Track mentions, citations, and sources across answer engines",
     "u": "https://serpwise.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Publish metadata, schema, canonicals, bot policy, redirects, internal links, and content changes at the edge.",
     "u": "https://serpwise.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Compare what humans, search bots, and AI crawlers actually receive before they rank, cite, or summarize you.",
     "u": "https://serpwise.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Product Feeds",
     "u": "https://serpwise.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "Weekly scan for untracked buyer prompts",
     "u": "https://serpwise.ai/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client dashboard",
     "u": "https://serpwise.ai/pricing/"
    }
   },
   "product": "Serpwise",
   "hq": "Denmark",
   "hq_src": "https://serpwise.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "serpwise-ai"
  },
  {
   "n": "ShubHQ",
   "u": "https://shubhq.com",
   "w": "Growth tool for solo SaaS founders that checks AI recommendations, Google rankings and backlinks and produces a monthly plan.",
   "w_u": "https://shubhq.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See if ChatGPT, Claude, Gemini & Perplexity mention your brand.",
     "u": "https://shubhq.com"
    },
    "sources": {
     "v": "yes",
     "q": "Sources AI cites",
     "u": "https://shubhq.com/pricing"
    },
    "content": {
     "v": "partial",
     "q": "ShubHQ turns it into this month's plan, then measures if it worked.",
     "u": "https://shubhq.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed on 5 directories worth it",
     "u": "https://shubhq.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "Tunisia",
   "hq_src": "https://shubhq.com/about",
   "founded": 2026,
   "founded_src": "https://shubhq.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://shubhq.com/changelog/"
   },
   "slug": "shubhq"
  },
  {
   "n": "Sight AI",
   "u": "https://www.trysight.ai/",
   "w": "AI-search visibility, SEO data and content agent served to AI assistants over an MCP server and app.",
   "w_u": "https://www.trysight.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Where your brand is mentioned and cited across ChatGPT, Claude, Perplexity, Gemini, Grok and Google AI Mode, with sentiment and competitor share.",
     "u": "https://www.trysight.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "rankings, Search Console, AI-search citations, keywords, backlinks and your CMS, live over one MCP server",
     "u": "https://www.trysight.ai/"
    },
    "content": {
     "v": "yes",
     "q": "The Sight agent researches, writes articles and comparison pages, publishes to your CMS, submits for indexing",
     "u": "https://www.trysight.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "an outreach agent that sends and replies from a real mailbox.",
     "u": "https://www.trysight.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Per-client dashboards your AMs can share or white-label.",
     "u": "https://www.trysight.ai/solutions/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Which prompts cite competitors but not us?",
     "u": "https://www.trysight.ai/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.trysight.ai/terms",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "sight-ai"
  },
  {
   "n": "Simha Digital",
   "u": "https://simhadigital.com",
   "w": "SEO workspace that combines Search Console, Analytics, site crawl and AI search readiness and visibility, with a prioritized fix plan.",
   "w_u": "https://simhadigital.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your site appears in AI Overviews and AI answers",
     "u": "https://simhadigital.com"
    },
    "sources": {
     "v": "yes",
     "q": "where competitors are cited instead of you",
     "u": "https://simhadigital.com"
    },
    "content": {
     "v": "partial",
     "q": "Quotable content: answer-first paragraphs, tables, definitions",
     "u": "https://simhadigital.com"
    },
    "technical": {
     "v": "yes",
     "q": "Crawler access for GPTBot, ClaudeBot, PerplexityBot, Google-Extended and more",
     "u": "https://simhadigital.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Simha",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "simha-digital"
  },
  {
   "n": "Sistrix",
   "u": "https://www.sistrix.com/ai/",
   "w": "European SEO suite with an AI visibility module measuring brand mentions, rankings and citations in ChatGPT, Gemini and Perplexity.",
   "w_u": "https://www.sistrix.com/ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyse and improve your visibility in AI search engines: Mentions, Rankings and Citations.",
     "u": "https://www.sistrix.com/ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand where your brand is mentioned ... web platforms and URLs ... authoritative sources",
     "u": "https://www.sistrix.com/ai/"
    },
    "content": {
     "v": "partial",
     "q": "untapped opportunities through response sources",
     "u": "https://www.sistrix.com/ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "For agencies and expanding businesses",
     "u": "https://www.sistrix.com/prices/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "From an overview of a keyword down to an individual topic with buyer persona and prompt library.",
     "u": "https://www.sistrix.com/changelog/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "SISTRIX AI",
   "hq": "Germany",
   "hq_src": "https://www.sistrix.com/blog/20-years-of-sistrix-com/",
   "founded": 2004,
   "founded_src": "https://de.linkedin.com/company/sistrix",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "sistrix-for-ai-chatbots"
  },
  {
   "n": "Sitechecker",
   "u": "https://sitechecker.pro/",
   "w": "SEO platform for agencies with AI visibility tracking across ChatGPT, Gemini, Perplexity, Copilot and AI Overviews, plus white-label reports.",
   "w_u": "https://sitechecker.pro/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Generate prompts from your top search keywords to track how often your site is mentioned or cited in ChatGPT, Gemini, and other LLMs.",
     "u": "https://sitechecker.pro/ai-visibility-tracker/"
    },
    "sources": {
     "v": "yes",
     "q": "Review all cited sources, snippets, and anchors to understand where and how your page is referenced within AI-generated answers.",
     "u": "https://sitechecker.pro/ai-visibility-tracker/"
    },
    "content": {
     "v": "partial",
     "q": "discover content gaps where your brand can improve visibility",
     "u": "https://sitechecker.pro/ai-visibility-tracker/"
    },
    "agency": {
     "v": "yes",
     "q": "turns it into white-label reports",
     "u": "https://sitechecker.pro/"
    },
    "technical": {
     "v": "partial",
     "q": "AI Visibility Tracker: Track AI traffic, visibility, and rankings",
     "u": "https://sitechecker.pro/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracker",
   "hq": "Gibraltar",
   "hq_src": "https://sitechecker.pro/ai-visibility-tracker/",
   "founded": 2016,
   "founded_src": "https://sitechecker.pro/about-company/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://sitechecker.pro/product-updates-october-2025/"
   },
   "slug": "sitechecker-ai-visibility-tracker"
  },
  {
   "n": "Skayle",
   "u": "https://skayle.ai/",
   "w": "Ranking operating system that plans, writes and publishes content and measures citations and visibility across Google and AI engines.",
   "w_u": "https://skayle.ai/llms.txt",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It shows whether AI engines actually cite you, how often competitors win that trust instead, and whether your authority profile is improving or slipping over time.",
     "u": "https://skayle.ai/features/ai-citation-benchmark"
    },
    "sources": {
     "v": "yes",
     "q": "Influence Map reveals which external domains repeatedly shape AI-generated answers, where competitors get reinforced, and where your brand is still missing from the authority layer.",
     "u": "https://skayle.ai/features/influence-map"
    },
    "content": {
     "v": "yes",
     "q": "Skayle connects search and AI visibility evidence to structured content, controlled publishing, and measurement.",
     "u": "https://skayle.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Each client remains scoped to its own workspace, sources, permissions, and destination.",
     "u": "https://skayle.ai/use-cases/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Technical SEO, AEO, and structured-data implementation",
     "u": "https://skayle.ai/pricing"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://skayle.ai/blog/producthunt"
   },
   "slug": "skayle"
  },
  {
   "n": "SnowSEO",
   "u": "https://snowseo.com/",
   "w": "SEO and GEO tool that tracks brand rank in ChatGPT, Google AI and Claude answers and writes fixes to get cited.",
   "w_u": "https://snowseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your rankChatGPT#1Google AI#2Claude#3Gemini#2",
     "u": "https://snowseo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Plans the fixFinds why AI cites a rival and writes what's missing.",
     "u": "https://snowseo.com/"
    },
    "content": {
     "v": "yes",
     "q": "Plans the fixFinds why AI cites a rival and writes what's missing.",
     "u": "https://snowseo.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Backlink OutreachBeta",
     "u": "https://snowseo.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Does it work for agencies?",
     "u": "https://snowseo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "GEO Audit: How AI-ready your site is",
     "u": "https://snowseo.com"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://tracxn.com/d/companies/snowseo/__RvLhK00GXaMFLT3zCIyZrOjLg63lIiSpk1WfkESzPgk",
   "founded": 2024,
   "founded_src": "https://tracxn.com/d/companies/snowseo/__RvLhK00GXaMFLT3zCIyZrOjLg63lIiSpk1WfkESzPgk",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08",
    "src": "https://snowseo.com/blog/day-6-ai-seo-llm-tracker/"
   },
   "slug": "snowseo"
  },
  {
   "n": "Sorank",
   "u": "https://www.sorank.com/",
   "w": "Automated SEO software that writes articles, acquires backlinks and tracks AI mentions, for businesses and agencies.",
   "w_u": "https://www.sorank.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Know when AI cites you, prompt by prompt.",
     "u": "https://www.sorank.com/"
    },
    "sources": {
     "v": "partial",
     "q": "understand why certain competitors get cited",
     "u": "https://www.sorank.com/"
    },
    "content": {
     "v": "yes",
     "q": "Articles are structured the way LLMs parse content",
     "u": "https://www.sorank.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Free SEO and GEO audit of any page.",
     "u": "https://www.sorank.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Contextual backlinks from your niche.",
     "u": "https://www.sorank.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "See what AI really searches.",
     "u": "https://www.sorank.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Resell Sorank under your brand, with reports in your colors.",
     "u": "https://www.sorank.com/pricing"
    }
   },
   "hq": "Hungary",
   "hq_src": "https://www.sorank.com/privacy-policy",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "sorank"
  },
  {
   "n": "SourceRank AI",
   "u": "https://sourcerankai.com/",
   "w": "Done for you AEO agency for B2B companies that monitors answers and earns third-party citations; also offers a free readiness score.",
   "w_u": "https://sourcerankai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We monitor your brand across every major answer engine",
     "u": "https://sourcerankai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Research: what AI engines cite",
     "u": "https://sourcerankai.com/"
    },
    "content": {
     "v": "yes",
     "q": "answer-shaped pages and blog posts we write",
     "u": "https://sourcerankai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "your homepage, robots.txt, llms.txt and sitemap",
     "u": "https://sourcerankai.com/score/"
    },
    "pr": {
     "v": "yes",
     "q": "We earn you mentions and citations on the listicles, reviews, directories, and publications models trust.",
     "u": "https://sourcerankai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "A live, clickable look at the client portal",
     "u": "https://sourcerankai.com/"
    }
   },
   "product": "Free AI Visibility Readiness Score",
   "hq": "United Arab Emirates",
   "hq_src": "https://sourcerankai.com/",
   "founded": 2026,
   "founded_src": "https://sourcerankai.com/about/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "sourcerank-ai"
  },
  {
   "n": "SpotLens",
   "u": "https://spotlens.ai/",
   "w": "Website rebuilds and hosting plus SEO, AI visibility and security audit reports, for businesses and web agencies in German speaking markets.",
   "w_u": "https://spotlens.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wir fragen ChatGPT, Gemini, Perplexity und Claude live nach deiner Firma und deinem Angebot.",
     "u": "https://spotlens.ai/audit"
    },
    "sources": {
     "v": "yes",
     "q": "Welche Quellen die KI zu deiner Firma heranzieht",
     "u": "https://spotlens.ai/audit"
    },
    "content": {
     "v": "yes",
     "q": "Zitierfähige Inhalte: klare Aussagen, eigene Zahlen",
     "u": "https://spotlens.ai/audit"
    },
    "technical": {
     "v": "yes",
     "q": "Zugang für KI-Crawler: robots.txt und llms.txt",
     "u": "https://spotlens.ai/audit"
    },
    "pr": {
     "v": "partial",
     "q": "wo du dich zeigen solltest (Verzeichnisse, Branchenportale, KI-Quellen)",
     "u": "https://spotlens.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Report mit deinem Logo und deinen Farben. SpotLens taucht nirgends auf.",
     "u": "https://spotlens.ai/audit"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://spotlens.ai/impressum",
   "read": "2026-10-30",
   "slug": "spotlens"
  },
  {
   "n": "SpyFu",
   "u": "https://www.spyfu.com/",
   "w": "Competitor SEO and PPC keyword research tool; adds AI site audit and page upgrades pitched to 'win in AI & SEO'.",
   "w_u": "https://www.spyfu.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Brand Monitoring",
     "u": "https://www.spyfu.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Upgrade your pages to win in AI & SEO. Competitors answer questions you don't. We fill the gaps for you.",
     "u": "https://www.spyfu.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Brand Monitoring",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "spyfu"
  },
  {
   "n": "Squirrly",
   "u": "https://www.squirrly.co",
   "w": "WordPress SEO and GEO plugin with audits, llms.txt tools and AI traffic reports, within a marketing product family for businesses and agencies.",
   "w_u": "https://plugin.squirrly.co/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "shows you traffic that actually arrived on your website from ChatGPT, Claude, Perplexity, Gemini",
     "u": "https://plugin.squirrly.co/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "improve the signals, structure, accessibility and readiness that contribute to retrieval, citation and recommendation",
     "u": "https://plugin.squirrly.co/"
    },
    "technical": {
     "v": "yes",
     "q": "Upload both files directly through WordPress.",
     "u": "https://plugin.squirrly.co/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Ecommerce Product Feeds",
     "u": "https://www.squirrly.co"
    },
    "prompts": {
     "v": "partial",
     "q": "Discover what people really ask",
     "u": "https://plugin.squirrly.co/"
    },
    "agency": {
     "v": "yes",
     "q": "Add GEO services to client sites without forcing everyone to replace their SEO",
     "u": "https://plugin.squirrly.co/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://plugin.squirrly.co/",
   "founded": 2012,
   "founded_src": "https://linkedin.com/company/squirrly",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.squirrly.co/marketingtools/updates-wordpress-first-aeo-geo-plugin/"
   },
   "slug": "squirrly"
  },
  {
   "n": "STAT Search Analytics",
   "u": "https://getstat.com/",
   "w": "Large-scale rank tracking tool for agencies and big brands, with AI brand visibility and AI Overview tracking.",
   "w_u": "https://getstat.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get brand insights from the LLMs that searchers rely on most: ChatGPT, Gemini, AI Mode, Perplexity, and Claude.",
     "u": "https://getstat.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Get the full generated response for each prompt, the snippets of text your brand is mentioned in, and every source that’s cited.",
     "u": "https://getstat.com/ai-visibility"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "LLM & SERP tracking for agencies & big brands",
     "u": "https://getstat.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Generate prompts, measure your brand performance, compare against competitors, and feel ready for this new era of search.",
     "u": "https://getstat.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "STAT AI brand visibility tracking",
   "hq": "Canada",
   "hq_src": "https://getstat.com/",
   "founded": 2009,
   "founded_src": "https://www.linkedin.com/company/stat-search-analytics/",
   "tier": 1,
   "read": "2026-10-30",
   "slug": "stat-search-analytics-moz-stat"
  },
  {
   "n": "Surfer AI Visibility",
   "u": "https://surfer.ai/",
   "w": "SEO content optimization platform, now branded Positive Surfer, adding AI visibility tracking across ChatGPT, Gemini and AI Overviews.",
   "w_u": "https://surfer.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand's visibility across ChatGPT, Gemini, AI Overviews, and other AI models.",
     "u": "https://surfer.ai/pricing/"
    },
    "sources": {
     "v": "partial",
     "q": "See whether AI models mention your brand, and track the prompts that drive those citations every day.",
     "u": "https://surfer.ai/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Create content that ranks on Google and gets cited by AI search engines.",
     "u": "https://surfer.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Unlimited* Brand Workspaces",
     "u": "https://surfer.ai/pricing/"
    },
    "technical": {
     "v": "partial",
     "q": "SEO audit",
     "u": "https://surfer.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Tracker",
   "hq": "Poland",
   "hq_src": "https://surfer.ai/",
   "founded": 2017,
   "founded_src": "https://www.searchenginejournal.com/surfer-seo-acquired-by-positive-group/558918/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "positive-surfer-surfer"
  },
  {
   "n": "Surnex",
   "u": "https://surnex.io/",
   "w": "A platform combining AI visibility tracking with keyword, rank, backlink and site audit tools, for marketers, agencies and developers.",
   "w_u": "https://surnex.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where your brand appears in ChatGPT, Google AI Overviews, AI Mode, Perplexity, and Claude.",
     "u": "https://surnex.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover where competitors earn AI citations and you don't.",
     "u": "https://surnex.io/"
    },
    "content": {
     "v": "partial",
     "q": "Turn gaps into content and authority opportunities.",
     "u": "https://surnex.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Track AI query demand, momentum, and topics gaining search interest",
     "u": "https://surnex.io/"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies reporting to clients under their own brand.",
     "u": "https://surnex.io/pricing"
    }
   },
   "product": "Surnex AI Search / AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "surnex"
  },
  {
   "n": "Suso Digital",
   "u": "https://susodigital.com/",
   "w": "An SEO and GEO agency for brands and agencies that also offers a free AI Search Visibility Checker report.",
   "w_u": "https://susodigital.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How frequently ChatGPT, Gemini, Perplexity and Claude mention your brand when asked industry-related questions.",
     "u": "https://susodigital.com/tools/ai-search-visibility-checker/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Content Strategy + Creation",
     "u": "https://susodigital.com/"
    },
    "technical": {
     "v": "yes",
     "q": "How easily AI tools are about to access, read and use your website content.",
     "u": "https://susodigital.com/tools/ai-search-visibility-checker/"
    },
    "pr": {
     "v": "partial",
     "q": "Off-Site SEO",
     "u": "https://susodigital.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "The specialist search partner for agencies and brands.",
     "u": "https://susodigital.com/"
    }
   },
   "product": "AI Search Visibility Checker",
   "hq": "United Kingdom",
   "hq_src": "https://susodigital.com/",
   "founded": 2010,
   "founded_src": "https://susodigital.com/about/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "suso-digital"
  },
  {
   "n": "Synup",
   "u": "https://synup.com/",
   "w": "Local marketing agent and suite covering listings, reviews, social, SEO and AI search, for agencies, multi location brands and small businesses.",
   "w_u": "https://synup.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Compare your AI visibility against every competitor in your area.",
     "u": "https://synup.com/products/aeo"
    },
    "sources": {
     "v": "yes",
     "q": "Track which data sources AI engines pull from when constructing answers about your business.",
     "u": "https://synup.com/products/aeo"
    },
    "content": {
     "v": "partial",
     "q": "See how ChatGPT, Gemini, and Perplexity describe your business",
     "u": "https://synup.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Your brand, your domain, no Synup anywhere.",
     "u": "https://synup.com/"
    }
   },
   "product": "AEO",
   "founded": 2013,
   "founded_src": "https://synup.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "synup"
  },
  {
   "n": "Thruuu",
   "u": "https://thruuu.com/",
   "w": "SERP and content-brief tool that also monitors AI Overviews mentions and analyzes brands and sources in LLM answers.",
   "w_u": "https://thruuu.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when your content appears in Google AI Overviews. See which queries trigger AI answers, monitor visibility over time, and understand what gets cited.",
     "u": "https://thruuu.com/"
    },
    "sources": {
     "v": "yes",
     "q": "thruuu scrapes the real answers each engine shows and reveals which brands get mentioned and which sources get cited.",
     "u": "https://thruuu.com/"
    },
    "content": {
     "v": "yes",
     "q": "thruuu analyzes 100 results including AI Overviews to show you the patterns that earn citations.",
     "u": "https://thruuu.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency [price] / month",
     "u": "https://thruuu.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LLM Analyzer / AIO Monitoring",
   "founded": 2019,
   "founded_src": "https://www.linkedin.com/posts/thruuu_track-brand-mentions-analyze-google-ai-activity-7368974717208281089-FNIu",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/samuelschmitt_want-to-know-how-your-brand-shows-up-in-ai-activity-7330487554917421057-atBE"
   },
   "slug": "thruuu"
  },
  {
   "n": "TiredSEO",
   "u": "https://tiredseo.com/",
   "w": "URL checker that scores SEO, AI readiness and AI visibility and gives paste ready fixes, for solo founders.",
   "w_u": "https://tiredseo.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "an AI Visibility score for whether those engines actually cite you when a buyer asks.",
     "u": "https://tiredseo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See what top-cited sources cover that your page is missing",
     "u": "https://tiredseo.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "Paste an H2 → get a 40–60 word AI-extractable rewrite in your voice.",
     "u": "https://tiredseo.com/pricing/"
    },
    "technical": {
     "v": "yes",
     "q": "GPTBot, Claude, Perplexity, Gemini — all 11 bots.",
     "u": "https://tiredseo.com/pricing/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "generated in one click. Run them against every engine on demand",
     "u": "https://tiredseo.com/pricing/"
    },
    "agency": {
     "v": "partial",
     "q": "100 scans / monthYours and your clients'.",
     "u": "https://tiredseo.com/pricing/"
    }
   },
   "read": "2026-11-02",
   "slug": "tiredseo"
  },
  {
   "n": "Topvisor",
   "u": "https://topvisor.com/",
   "w": "An SEO platform with rank tracking, audits and keyword tools, plus an AI Tracker for brand mentions in AI answers, for SEO teams and agencies.",
   "w_u": "https://topvisor.com/ai-tracker/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "In the report, you will see mentions, positions, sentiment, and your competitors in the AI SERP with the mentioned URLs.",
     "u": "https://topvisor.com/ai-tracker/"
    },
    "sources": {
     "v": "yes",
     "q": "which of their pages are used as sources by AI",
     "u": "https://topvisor.com/ai-tracker/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Checking of 1 prompt for: 1 AI; 1 location; 1 language.",
     "u": "https://topvisor.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Add company branding to create reports with your logo and share data with clients via guest links.",
     "u": "https://topvisor.com/"
    }
   },
   "product": "AI Tracker",
   "hq": "Russia",
   "hq_src": "https://topvisor.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://journal.topvisor.com/ru/news/2026-04-ai-tracker/"
   },
   "slug": "topvisor"
  },
  {
   "n": "Total Authority",
   "u": "https://totalauthority.com/",
   "w": "A digital marketing agency selling AI visibility audits, a free visibility gap calculator and strategy blueprints to brands and clinics.",
   "w_u": "https://totalauthority.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Get a comprehensive analysis of how major AI platforms see your brand.",
     "u": "https://totalauthority.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Paste one URL and get a 0–100 authority score with the exact fixes that make AI pick you.",
     "u": "https://grader.totalauthority.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "He has a strong focus on link building and digital PR",
     "u": "https://totalauthority.com/about"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-22",
   "slug": "total-authority"
  },
  {
   "n": "Trackings.ai",
   "u": "https://trackings.ai/",
   "w": "AI rank tracker that monitors brand visibility across ChatGPT, Perplexity, Gemini and Claude, with client reports for agencies and teams.",
   "w_u": "https://trackings.ai/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor and optimize your brand's visibility in real-time across ChatGPT, Perplexity, Gemini, Claude.",
     "u": "https://trackings.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "20 keyword research queries or LLM prompt scans",
     "u": "https://trackings.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "share branded reports with your team or clients",
     "u": "https://trackings.ai/"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://www.linkedin.com/posts/jacky-chou_were-officially-live-with-trackingsai-activity-7367593319394103296-g"
   },
   "slug": "trackings-ai"
  },
  {
   "n": "Traficio",
   "u": "https://traficio.com",
   "w": "A website checker for owners of one site that scores findability in Google, answer boxes and AI assistants and lists fixes.",
   "w_u": "https://traficio.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "It names one business. We check whether it names you",
     "u": "https://traficio.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "whether your address, hours and prices are there in text, and whether a page answers a real question near the top",
     "u": "https://traficio.com"
    },
    "technical": {
     "v": "yes",
     "q": "We read it the way GPTBot and Googlebot do",
     "u": "https://traficio.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "traficio"
  },
  {
   "n": "Trajaan",
   "u": "https://trajaan.io/",
   "w": "Agent software for insights, marketing and PR teams that reads consumer search demand and monitors what AI models say about a brand.",
   "w_u": "https://trajaan.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Protect and grow your brand’s reputation in AI answers, and win the recommendation when buyers ask.",
     "u": "https://trajaan.io/"
    },
    "sources": {
     "v": "yes",
     "q": "know which sources are shaping the narrative",
     "u": "https://trajaan.io/"
    },
    "content": {
     "v": "partial",
     "q": "The content to publish, the sources to correct, the messaging to strengthen: ready to activate through Cision.",
     "u": "https://trajaan.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "CisionOne monitors coverage and connects comms teams to journalists.",
     "u": "https://trajaan.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Continuous monitoring of millions of keywords, questions and prompts",
     "u": "https://trajaan.io/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://trajaan.io/about",
   "founded": 2021,
   "founded_src": "https://www.linkedin.com/posts/trajaan_genai-search-just-leveled-up-with-talkwalker-activity-7357000681615986690-hPhb",
   "tier": 1,
   "acquired": true,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://www.linkedin.com/posts/trajaan_big-news-trajaan-is-teaming-up-with-talkwalker-activity-7354065115878490112-tezz"
   },
   "slug": "trajaan"
  },
  {
   "n": "TriRank",
   "u": "https://trirankai.com/",
   "w": "AI search visibility tracker: AI citation checks across five AI engines, joined to Google Search Console data, plus audits and AI-written drafts.",
   "w_u": "https://trirankai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI-citation tracking via ChatGPT, Perplexity, Gemini, Claude & Google AI Overviews.",
     "u": "https://trirankai.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Review dated AI answers and sources, choose the questions that matter to your buyers, and decide what to work on next.",
     "u": "https://trirankai.com/"
    },
    "content": {
     "v": "yes",
     "q": "30 AI-written articles/month, delivered to WordPress, Ghost or Webflow as ready-to-publish drafts",
     "u": "https://trirankai.com/pricing"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label client reports — your logo, brand name and footer on the report and its public share link, with TriRank attribution removed",
     "u": "https://trirankai.com/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "14,041 AI-crawler visits over 74 days (2026-09-07)",
     "u": "https://trirankai.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "trirank"
  },
  {
   "n": "TruboRankAI",
   "u": "https://truborankai.com/",
   "w": "A web app that scans sites for SEO, AEO and GEO readiness and offers content planning tools and an AI SEO consultant.",
   "w_u": "https://truborankai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Explore Google AI Overview appearances, UTM-attributed views, and crawler activity.",
     "u": "https://truborankai.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Create answer-ready content for SEO, AEO, GEO, and FAQs.",
     "u": "https://truborankai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Search Console and public crawler access checks",
     "u": "https://truborankai.com/"
    },
    "pr": {
     "v": "partial",
     "q": "Plan intent pages, blog ideas, and community content topics.",
     "u": "https://truborankai.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Prepare saved scan reports for clients or internal work.",
     "u": "https://truborankai.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "truborankai"
  },
  {
   "n": "TrueRanker",
   "u": "https://trueranker.com/",
   "w": "An SEO suite with rank tracking, backlinks and audits that also tracks brand citations across six AI engines, for SEO teams and agencies.",
   "w_u": "https://trueranker.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how ChatGPT, Gemini, Claude, Perplexity, Grok and DeepSeek cite your brand.",
     "u": "https://trueranker.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Track citations across ChatGPT, Gemini and Claude",
     "u": "https://trueranker.com/"
    },
    "content": {
     "v": "yes",
     "q": "Score whether LLMs can read and use your page content",
     "u": "https://trueranker.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Test, validate and inspect robots.txt files for search and AI bots",
     "u": "https://trueranker.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Suggested prompts and brand visibility in AI search",
     "u": "https://trueranker.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Branded PDFs and live client dashboards",
     "u": "https://trueranker.com/"
    }
   },
   "product": "AI Visibility Tracker; AI Visibility Index",
   "hq": "Spain",
   "hq_src": "https://trueranker.com/about-us/",
   "founded": 2019,
   "founded_src": "https://trueranker.com/about-us/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "trueranker"
  },
  {
   "n": "TruIntel",
   "u": "https://truintel.ai/",
   "w": "An AI search monitoring and SEO platform that tracks brand visibility in AI engines and generates content, for founders, marketers and agencies.",
   "w_u": "https://truintel.ai/about",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor AI search visibility, AI Overviews, and brand mentions across ChatGPT, Google AI Overviews, Gemini, Perplexity, and Claude",
     "u": "https://truintel.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "AI citation monitoring",
     "u": "https://truintel.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Create content that ranks on Google and gets cited by AI platforms simultaneously.",
     "u": "https://truintel.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "competitors, citations, and LLM crawler access",
     "u": "https://truintel.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "directory listings, outreach templates, and citation plans",
     "u": "https://truintel.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover how users interact with AI platforms. Find prompts and queries relevant to your niche.",
     "u": "https://truintel.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "For established businesses and agencies needing comprehensive AI visibility",
     "u": "https://truintel.ai/"
    }
   },
   "hq": "India",
   "hq_src": "https://www.linkedin.com/company/truintel",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/truintel",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://truintel.ai/blog/truintel-ai-search-monitoring-tool"
   },
   "slug": "truintel"
  },
  {
   "n": "Ubersuggest",
   "u": "https://neilpatel.com/blog/ubersuggest-ai-visibility-features/",
   "w": "AI Search Optimization tab inside the Ubersuggest SEO tool: simulates prompts and reports brand visibility, rank, competitors and AI sentiment.",
   "w_u": "https://neilpatel.com/blog/ubersuggest-ai-visibility-features/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The platform simulates thousands of real-world AI prompts related to a business's topic and tracks which brands appear most often in AI-generated responses.",
     "u": "https://neilpatel.com/blog/ubersuggest-ai-visibility-features/"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor third-party mentions in AI with citation-source tracking",
     "u": "https://npdigital.com/blog/ubersuggest-puts-ai-search-power-in-every-marketers-hands-with-new-features/"
    },
    "content": {
     "v": "partial",
     "q": "Prompt analysis allows marketers to uncover conversations where competitors are being mentioned while their own brand is missing, creating opportunities for targeted content optimization.",
     "u": "https://neilpatel.com/blog/ubersuggest-ai-visibility-features/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "real user prompt mining from a growing database of more than 5,000 prompts and follow-up questions",
     "u": "https://npdigital.com/blog/ubersuggest-puts-ai-search-power-in-every-marketers-hands-with-new-features/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Ubersuggest AI Search Optimization / AI Visibility",
   "hq": "United States",
   "hq_src": "https://npdigital.com/blog/ubersuggest-puts-ai-search-power-in-every-marketers-hands-with-new-features/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "ubersuggest-ai-search-optimization"
  },
  {
   "n": "UseWok",
   "u": "https://usewok.com/",
   "w": "Sells SaaS companies a done for you visibility package of directory listings, articles and social posts aimed at search and AI.",
   "w_u": "https://usewok.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "UseWok creates original, clear content that helps people and AI systems understand what a SaaS product does",
     "u": "https://usewok.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "premium directory listings, original articles, social content, and live links",
     "u": "https://usewok.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "usewok"
  },
  {
   "n": "VeroRank",
   "u": "https://verorank.com.br/",
   "w": "A Brazilian SEO and GEO platform that monitors Google rank and brand visibility in AI engines, sold to marketers and agencies.",
   "w_u": "https://verorank.com.br/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Veja em quais prompts sua marca apareceu, sua posição nas respostas",
     "u": "https://verorank.com.br/"
    },
    "sources": {
     "v": "partial",
     "q": "Frequência de citações",
     "u": "https://verorank.com.br/"
    },
    "content": {
     "v": "partial",
     "q": "Sugestões de conteúdo",
     "u": "https://verorank.com.br/"
    },
    "technical": {
     "v": "partial",
     "q": "Melhorias técnicas",
     "u": "https://verorank.com.br/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Relatórios e a própria plataforma com a marca da sua agência.",
     "u": "https://verorank.com.br/"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://verorank.com.br/",
   "founded": 2026,
   "founded_src": "https://verorank.com.br/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "verorank"
  },
  {
   "n": "VibeSEO",
   "u": "https://vibeseo.dev/",
   "w": "An AI SEO agent that writes and publishes articles and checks whether AI engines mention a brand, sold to small sites and SaaS founders.",
   "w_u": "https://vibeseo.dev/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "VibeSEO asks those questions every day and shows whether you are one of them.",
     "u": "https://vibeseo.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "Which sites AI trusts, and whether it can read yours",
     "u": "https://vibeseo.dev/"
    },
    "content": {
     "v": "yes",
     "q": "The pages you publish are what Google ranks and what AI reads when it answers.",
     "u": "https://vibeseo.dev/"
    },
    "technical": {
     "v": "yes",
     "q": "whether it can read yours",
     "u": "https://vibeseo.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "any ads shown inside the reply",
     "u": "https://vibeseo.dev/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://vibeseo.dev/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "vibeseo"
  },
  {
   "n": "Visibility.so",
   "u": "https://visibility.so/",
   "w": "Agentic SEO and GEO platform: AI agents audit, write content, build links and track Google rankings and AI answer visibility.",
   "w_u": "https://visibility.so/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks your rankings on Google and your visibility in AI answers like ChatGPT.",
     "u": "https://visibility.so/"
    },
    "sources": {
     "v": "partial",
     "q": "AI VisibilityWhere AI answers cite you",
     "u": "https://visibility.so/"
    },
    "content": {
     "v": "yes",
     "q": "An AI SEO Manager and specialist agents audit your site, find opportunities, write content, and build links, so you rank on Google and get cited in AI answers.",
     "u": "https://visibility.so/"
    },
    "pr": {
     "v": "partial",
     "q": "It finds backlink opportunities, runs the outreach, and follows up.",
     "u": "https://visibility.so/"
    },
    "agency": {
     "v": "partial",
     "q": "For founders, teams and agencies. Add a project for every site you run.",
     "u": "https://visibility.so/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "visibility-so"
  },
  {
   "n": "Visibly AI",
   "u": "https://www.visibly-ai.com/",
   "w": "An SEO automation system with AI agents, plus LLM visibility and AI bot modules, sold to SEO freelancers, agencies and in-house teams.",
   "w_u": "https://www.visibly-ai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measures how often your brand shows up in the answers",
     "u": "https://www.visibly-ai.com/features"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Drafts articles from a briefing built on competitor terms, entities and fanout questions",
     "u": "https://www.visibly-ai.com/features"
    },
    "technical": {
     "v": "yes",
     "q": "Parses uploaded server logs and shows which AI bots crawl a domain",
     "u": "https://www.visibly-ai.com/features"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Which topics, terms, entities and query fan-outs does your text cover?",
     "u": "https://www.visibly-ai.com/features"
    },
    "agency": {
     "v": "partial",
     "q": "For SEO Freelancers, Agencies & In-House Teams",
     "u": "https://www.visibly-ai.com/"
    }
   },
   "product": "LLM Visibility / AI Check",
   "hq": "Germany",
   "hq_src": "https://www.visibly-ai.com/imprint",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.visibly-ai.com/releases"
   },
   "slug": "visibly-ai"
  },
  {
   "n": "Webappski",
   "u": "https://webappski.com/en",
   "w": "An AEO and GEO agency in Poland that also publishes an open source CLI measuring brand visibility in AI engines, for SaaS and local businesses.",
   "w_u": "https://webappski.com/en",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Open-source CLI that measures brand visibility in the four AI answer engines",
     "u": "https://webappski.com/en/aeo-platform"
    },
    "sources": {
     "v": "partial",
     "q": "Do ChatGPT, Gemini and Claude Cite the Same Sources?",
     "u": "https://webappski.com/en"
    },
    "content": {
     "v": "yes",
     "q": "structural content fixes (answer capsules, FAQ schema, crawler access, server-side rendering)",
     "u": "https://webappski.com/en"
    },
    "technical": {
     "v": "yes",
     "q": "audit AI-bot crawlability + authority signals",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "pr": {
     "v": "partial",
     "q": "We implement changes across your site and the wider web.",
     "u": "https://webappski.com/en"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "aeo-platform",
   "hq": "Poland",
   "hq_src": "https://webappski.com/en",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://registry.npmjs.org/aeo-platform"
   },
   "slug": "webappski"
  },
  {
   "n": "WebCrawler.pro",
   "u": "https://webcrawler.pro/",
   "w": "A website crawler and technical SEO auditor that scores pages for SEO, AEO and GEO, sold to site owners and agencies.",
   "w_u": "https://webcrawler.pro/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Get titles, FAQs, JSON-LD, alts, internal links, and llms.txt from the crawl",
     "u": "https://webcrawler.pro/"
    },
    "technical": {
     "v": "yes",
     "q": "See every schema type across your site.",
     "u": "https://webcrawler.pro/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Add a client name and logo, or hide WebCrawler chrome.",
     "u": "https://webcrawler.pro/"
    }
   },
   "product": "WebCrawler Pro",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "webcrawler-pro"
  },
  {
   "n": "Webmatik",
   "u": "https://webmatik.ai",
   "w": "Website audit tool that scores speed, SEO, AI search readiness, UX and security, with plans that track mentions in AI answers.",
   "w_u": "https://webmatik.ai",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "the AI Visibility and Growth plans run real prompts and track the answers over time",
     "u": "https://webmatik.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Who AI recommends instead of you, and the sources it cites",
     "u": "https://webmatik.ai/pricing"
    },
    "content": {
     "v": "partial",
     "q": "llms.txt, FAQ structure, entity signals, agent access",
     "u": "https://webmatik.ai"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt, FAQ structure, entity signals, agent access: can ChatGPT and Gemini read and cite you?",
     "u": "https://webmatik.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label PDF reports with your logo, color and footer",
     "u": "https://webmatik.ai/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "webmatik"
  },
  {
   "n": "Wordlift",
   "u": "https://wordlift.io/",
   "w": "An AI SEO platform that builds knowledge graphs and structured data so brands get found and recommended by AI assistants and search engines.",
   "w_u": "https://wordlift.io/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Get instant AI visibility insights and actionable recommendations to optimize for ChatGPT, Perplexity, and Google's AI Overviews.",
     "u": "https://wordlift.io/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Generates high-quality content at scale.",
     "u": "https://wordlift.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Discover how AI-driven search engines see your website.",
     "u": "https://wordlift.io/ai-audit/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "structuring your product data so AI agents can discover, recommend, and buy your products",
     "u": "https://wordlift.io/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Amplify your client success rates with our AI-powered tools",
     "u": "https://wordlift.io/"
    }
   },
   "product": "AI Audit for the Agentic Web",
   "hq": "Italy",
   "hq_src": "https://wordlift.io/",
   "founded": 2017,
   "founded_src": "https://wordlift.io/about-us/",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-05",
    "src": "https://wordlift.io/blog/en/query-fan-out-ai-search/"
   },
   "slug": "wordlift"
  },
  {
   "n": "WP SEO AI",
   "u": "https://wpseoai.com/",
   "w": "Managed WordPress SEO plugin with AI agents and experts covering content, AI visibility tracking and paid search, for companies.",
   "w_u": "https://wpseoai.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility across Google, ChatGPT, Gemini, Perplexity",
     "u": "https://wpseoai.com/"
    },
    "sources": {
     "v": "partial",
     "q": "whether your content gets cited or mentioned",
     "u": "https://wpseoai.com/"
    },
    "content": {
     "v": "yes",
     "q": "Our platform generates high-quality, contextual content built to rank",
     "u": "https://wpseoai.com/"
    },
    "technical": {
     "v": "yes",
     "q": "which AI bots crawl your site",
     "u": "https://wpseoai.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We identify the keywords, topics, and questions your buyers are actually asking, in Google and in AI engines.",
     "u": "https://wpseoai.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://wpseoai.com/about-us/",
   "founded": 2023,
   "founded_src": "https://wpseoai.com/about-us/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "wp-seo-ai"
  },
  {
   "n": "XEORANK",
   "u": "https://xeorank.com/",
   "w": "SEO and AI visibility tool for agencies and growth teams that tracks AI answers, queues fixes and publishes approved changes to WordPress or Shopify.",
   "w_u": "https://xeorank.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measure how often your site appears, and see which competitors earn the citations you miss",
     "u": "https://xeorank.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Test buyer questions, inspect citations, and see which brands answer the demand you are missing.",
     "u": "https://xeorank.com/"
    },
    "content": {
     "v": "yes",
     "q": "Review cited and missed prompts, competitor mentions, and the next best content action.",
     "u": "https://xeorank.com/ai-visibility"
    },
    "technical": {
     "v": "yes",
     "q": "Schema missing on comparison pages | Site crawl | Medium | Fix ready",
     "u": "https://xeorank.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Organic search operations for agencies and growth teams managing work across multiple sites.",
     "u": "https://xeorank.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "xeorank"
  },
  {
   "n": "Xovi",
   "u": "https://www.xovi.de/",
   "w": "SEO software plus Riva, a separate tool showing how often ChatGPT recommends a business, sold to in-house teams, agencies and online shops.",
   "w_u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Riva zeigt dir, wie oft ChatGPT dein Unternehmen empfiehlt",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Jede nicht erfüllte Regel wird zu einer priorisierten Aufgabe",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    },
    "technical": {
     "v": "yes",
     "q": "Sieben technische Regeln entscheiden, ob KI-Tools deine Seite überhaupt erreichen und verstehen können.",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Überwache Erwähnungen in der KI-Produktsuche",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    },
    "prompts": {
     "v": "partial",
     "q": "Riva schreibt realistische Kaufanfragen für jedes Angebot",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    },
    "agency": {
     "v": "yes",
     "q": "Kundenfertige Exporte und White-Label-Reporting",
     "u": "https://www.xovi.de/riva-ai-sichtbarkeits-tool/"
    }
   },
   "product": "Riva",
   "hq": "Germany",
   "hq_src": "https://www.xovi.de/impressum/",
   "founded": 2009,
   "founded_src": "https://www.xovi.de/impressum/",
   "tier": 4,
   "acquired": true,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.xovi.com/xovi-ai-launch-ai-visibility/"
   },
   "slug": "xovi"
  },
  {
   "n": "Yoast",
   "u": "https://yoast.com/",
   "w": "WordPress and Shopify SEO software, with AI Brand Insights tracking mentions, sentiment and citations in AI answers, for site owners and agencies.",
   "w_u": "https://yoast.com/features/ai-features/ai-brand-insights/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your brand’s visibility, sentiment, and credibility across ChatGPT, Perplexity, Gemini, and Claude.",
     "u": "https://yoast.com/features/ai-features/ai-brand-insights/"
    },
    "sources": {
     "v": "yes",
     "q": "See the domains AI platforms reference when they mention your brand.",
     "u": "https://yoast.com/product/yoast-seo-ai-plus/"
    },
    "content": {
     "v": "partial",
     "q": "Find citation gaps you can fix.",
     "u": "https://yoast.com/product/yoast-seo-ai-plus/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema Aggregation and an automatic llms.txt file describe your site in the formats AI systems read",
     "u": "https://yoast.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "relevant AI search queries for you, you can use them or tweak them to your liking",
     "u": "https://yoast.com/yoast-ai-brand-insights-october-1-2025/"
    },
    "agency": {
     "v": "yes",
     "q": "Monitor multiple brands from a single dashboard.",
     "u": "https://yoast.com/features/ai-features/ai-brand-insights/"
    }
   },
   "product": "Yoast AI Brand Insights",
   "hq": "Netherlands",
   "hq_src": "https://yoast.com/about-us/",
   "founded": 2010,
   "founded_src": "https://yoast.com/about-us/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "yoast"
  },
  {
   "n": "zaDojo",
   "u": "https://zadojo.com",
   "w": "SEO platform with an MCP server that lets people or AI agents research keywords, backlinks, rankings, audits and AI visibility.",
   "w_u": "https://zadojo.com",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions and citations in AI answers.",
     "u": "https://zadojo.com"
    },
    "sources": {
     "v": "yes",
     "q": "which competitors they name and which pages they cite",
     "u": "https://zadojo.com"
    },
    "content": {
     "v": "partial",
     "q": "Shows why AI answers name a rival instead of you.",
     "u": "https://zadojo.com"
    },
    "technical": {
     "v": "partial",
     "q": "llms.txt Generator",
     "u": "https://zadojo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Find questions and compare answers across AI models.",
     "u": "https://zadojo.com"
    },
    "agency": {
     "v": "partial",
     "q": "Freelancer or agency",
     "u": "https://zadojo.com/pricing"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zadojo"
  },
  {
   "n": "Zelitho",
   "u": "https://www.zelitho.com/",
   "w": "Researches, writes and publishes SEO blog posts to WordPress/Webflow, aimed at ranking in Google and being cited in AI answers.",
   "w_u": "https://www.zelitho.com/",
   "cat": "seo",
   "cells": {
    "content": {
     "v": "yes",
     "q": "Content that ranks on Google and gets cited in ChatGPT, Claude, and Gemini, published every week",
     "u": "https://www.zelitho.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Individual, team, and agency partner plans available.",
     "u": "https://www.zelitho.com/pricing/"
    },
    "track": {
     "v": "partial",
     "q": "Verify in real time whether ChatGPT Search and Perplexity cite your website as a verified source footnote or skip your brand for competitors.",
     "u": "https://www.zelitho.com/tool/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation Rank & competitor footnote gap",
     "u": "https://www.zelitho.com/tool/"
    },
    "technical": {
     "v": "yes",
     "q": "Inspect whether AI crawlers can discover and ingest your domain. Audits robots.txt permissions, llms.txt protocol, and Schema microdata.",
     "u": "https://www.zelitho.com/tool/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/zelitho",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/company/zelitho",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "zelitho"
  },
  {
   "n": "Zeo",
   "u": "https://zeo.org/",
   "w": "Digital marketing agency selling GEO, SEO and ChatGPT ads services, plus a free audit tool that checks sites for AI agent readiness.",
   "w_u": "https://zeo.org/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We monitor your brand’s visibility across ChatGPT, Gemini, Perplexity, and other AI ecosystems in real-time.",
     "u": "https://zeo.org/geo"
    },
    "sources": {
     "v": "yes",
     "q": "We identify the \"Zero-Click\" gaps where your competitors are cited, and you are not.",
     "u": "https://zeo.org/geo"
    },
    "content": {
     "v": "yes",
     "q": "We rebuild your content using \"Fact-Maxing\" and \"Inverse Pyramid\" protocols tailored for Machine Readability.",
     "u": "https://zeo.org/geo"
    },
    "technical": {
     "v": "yes",
     "q": "Run a comprehensive technical audit to see how LLMs, crawlers, and AI agents interact with your content.",
     "u": "https://agentready.zeo.org/"
    },
    "pr": {
     "v": "partial",
     "q": "Why is Reddit included in your GEO strategy?",
     "u": "https://zeo.org/geo"
    },
    "commerce": {
     "v": "yes",
     "q": "Configure your ChatGPT ad accounts with strategic context cues",
     "u": "https://zeo.org/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AgentReady / AI Bot Access Checker",
   "hq": "United Kingdom",
   "hq_src": "https://zeo.org/",
   "tier": 4,
   "read": "2026-10-22",
   "launch": {
    "d": "2026-08",
    "src": "https://tr.linkedin.com/posts/zeo-agency_agentready-by-zeo-activity-7498695820427591680-VrKa"
   },
   "slug": "zeo"
  },
  {
   "n": "Zutrix",
   "u": "https://zutrix.com/",
   "w": "SEO platform (rank tracking, keywords, backlinks, audits) with AI search visibility tracking across 8 AI models.",
   "w_u": "https://zutrix.com/",
   "cat": "seo",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Start tracking your brand mentions across 8 AI models today.",
     "u": "https://zutrix.com/ai-search-visibility"
    },
    "content": {
     "v": "partial",
     "q": "AI Optimization Insights",
     "u": "https://zutrix.com/ai-search-visibility"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-Label Reports",
     "u": "https://zutrix.com/"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Visibility",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/zutrix",
   "founded": 2019,
   "founded_src": "https://www.linkedin.com/company/zutrix",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "zutrix"
  },
  {
   "n": "3BL Media",
   "u": "https://3bl.com/",
   "w": "3BL Media sells a sustainability and impact communications platform to companies. It publishes their press releases, blogs and multimedia to a network of partner sites and to its own wire brands, CSRwire and TriplePundit. It also gives a branded newsroom, audience analytics and an AI Visibility Tracker that scores how AI assistants see a brand.",
   "w_u": "https://3bl.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The AI Visibility Tracker from 3BL monitors how prominently your brand appears in responses generated by top AI platforms.",
     "u": "https://3bl.com/focus/"
    },
    "sources": {
     "v": "partial",
     "q": "The tool also includes an Evidence tab that surfaces the underlying prompts, platform responses, and source citations behind each score",
     "u": "https://csrwire.com/press-release/3bls-ai-visibility-tracker-gives-brands-benchmark-visibility-ai-powered-search/"
    },
    "content": {
     "v": "partial",
     "q": "When the tracker shows you a citation gap, we can help you close it.",
     "u": "https://3bl.com/ai-visibility-tracker/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Our database includes thousands of queries tied to brand governance, reputation and trust, asked by real people and curated by corporate responsibility experts.",
     "u": "https://3bl.com/ai-visibility-tracker/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracker",
   "hq": "United States",
   "hq_src": "https://3bl.com/3bl-announcements/advancing-sustainability-communications-with-new-features-and-capabilities/",
   "founded": 2009,
   "founded_src": "https://3bl.com/about-3bl/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "3bl-media"
  },
  {
   "n": "ACCESS Newswire",
   "u": "https://www.accessnewswire.com/",
   "w": "ACCESS Newswire, formerly ACCESSWIRE, is a press release wire for PR and investor relations teams. Its ACCESS PR subscription combines wire distribution, a media database, pitching, media monitoring and the AImee release writer. ACCESS Insights & Analytics scores each release on how likely AI assistants are to cite it.",
   "w_u": "https://www.accessnewswire.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "ACCESS Insights & Analytics — our advanced AI analytics upgrade, covering AI citation tracking across ChatGPT, Perplexity, Google AI Overviews, and similar tools",
     "u": "https://www.accessnewswire.com/pricing/public-relations/pr-subscription"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "High, medium, and low-priority improvements with estimated grade impact. Know exactly what to fix and what each fix is worth.",
     "u": "https://www.accessnewswire.com/products/public-relations/insights-and-analytics"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "A built-in media database of verified journalist contacts, customizable pitching templates, and real-time media monitoring",
     "u": "https://www.accessnewswire.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Show clients exactly what their investment produced",
     "u": "https://www.accessnewswire.com/products/public-relations/insights-and-analytics"
    }
   },
   "founded": 2006,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "access-newswire"
  },
  {
   "n": "aclipp",
   "u": "https://aclipp.com/en",
   "w": "aclipp is a PR analytics workspace for PR agencies and brands, mainly in the DACH region. It collects clippings from monitoring feeds and imports, checks them for relevance with AI, and turns them into dashboards and white-label reports. An AI Visibility module shows the prompts where competitors win in AI answers.",
   "w_u": "https://aclipp.com/en",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your brand appears in AI answers, which sources are cited, and how competitors show up across the questions your audience asks.",
     "u": "https://aclipp.com/en"
    },
    "sources": {
     "v": "yes",
     "q": "Track where your brand appears in AI answers, which sources are cited, and how competitors show up across the questions your audience asks.",
     "u": "https://aclipp.com/en"
    },
    "agency": {
     "v": "yes",
     "q": "aclipp helps agencies manage client PR analytics, consolidate monitoring data, track AI visibility, measure impact, and turn results into reports and dashboards.",
     "u": "https://aclipp.com/en/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "Website Audit: Check whether AI assistants can reach, read and quote your website.",
     "u": "https://aclipp.com/en/updates"
    },
    "prompts": {
     "v": "yes",
     "q": "Search queries in AI Visibility: See the web searches AI models actually run while they answer your prompts.",
     "u": "https://aclipp.com/en/updates"
    },
    "commerce": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Check whether AI assistants can reach, read and quote your website.",
     "u": "https://aclipp.com/en/updates"
    }
   },
   "product": "AI Visibility",
   "hq": "Germany",
   "hq_src": "https://aclipp.com/en/imprint",
   "founded": 2020,
   "founded_src": "https://www.linkedin.com/posts/aclipp_prstrategy-prmeasurement-datadrivenpr-activity-7350811373976576000--5sV",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05-26",
    "src": "https://aclipp.com/en/updates?page=2"
   },
   "slug": "aclipp"
  },
  {
   "n": "Agentcy PR",
   "u": "https://agentcy.com.pr/",
   "w": "PR software with news monitoring, a journalist CRM, pitching, coverage reports and AI visibility tracking, for B2B brands and PR agencies.",
   "w_u": "https://agentcy.com.pr/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week Agentcy puts forty of your buyers' questions to ChatGPT, Gemini and Perplexity.",
     "u": "https://agentcy.com.pr/"
    },
    "sources": {
     "v": "yes",
     "q": "You see whether you were named and which pages the answer came from.",
     "u": "https://agentcy.com.pr/"
    },
    "content": {
     "v": "partial",
     "q": "Report | New coverage | Tier 1 | AI agents | Connected",
     "u": "https://agentcy.com.pr/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Manage journalists and influencers, pitch stories, monitor your brand across channels",
     "u": "https://agentcy.com.pr/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies run each client from one account, with its own WIP board and reports the client can open without logging in.",
     "u": "https://agentcy.com.pr/"
    }
   },
   "product": "AI visibility tracking",
   "hq": "United Kingdom",
   "hq_src": "https://agentcy.com.pr/company/about",
   "founded": 2025,
   "founded_src": "https://agentcy.com.pr/company/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "agentcy-pr"
  },
  {
   "n": "Agility PR",
   "u": "https://www.agilitypr.com/",
   "w": "Agility PR, a subsidiary of Innodata, sells a PR suite with media monitoring, a global media database, email pitching and newswire distribution. PR CoPilot matches content to contacts and drafts pitches and releases. The Agility Agent turns one prompt into an executive media report.",
   "w_u": "https://www.agilitypr.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor major AI answer engines in real-time to see where your brand is being surfaced",
     "u": "https://www.agilitypr.com/visibility-intelligence/"
    },
    "sources": {
     "v": "yes",
     "q": "Reveal AI-Influential Sources: Identify the specific outlets, journalists, and articles that AI models treat as authoritative sources",
     "u": "https://www.agilitypr.com/visibility-intelligence/"
    },
    "content": {
     "v": "yes",
     "q": "a powerful new feature designed to help PR teams create and refine content that performs better in AI-driven discovery environments",
     "u": "https://www.agilitypr.com/pr-news/agility-news-reports/introducing-pr-copilots-aeo-content-optimizer-maximize-your-contents-discoverability/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Visibility Intelligence",
   "hq": "Canada",
   "hq_src": "https://www.agilitypr.com/about-us/",
   "founded": 2003,
   "founded_src": "https://www.agilitypr.com/about-us/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08-08",
    "src": "https://www.agilitypr.com/pr-news/agility-news-reports/introducing-the-ai-reference-leader-badge-smarter-media-targeting-for-ai-visibility/"
   },
   "slug": "agility-pr"
  },
  {
   "n": "blinq",
   "u": "https://theblinq.de/",
   "w": "PR software with journalist and podcast search, AI pitch drafts and a GEO tool measuring brand visibility in LLMs, for communications teams.",
   "w_u": "https://theblinq.de",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analysiere deine Performance in LLMs im Vergleich zum Wettbewerb",
     "u": "https://theblinq.de"
    },
    "sources": {
     "v": "yes",
     "q": "Welche Quellen die KI zitiert – und wo deine Marke auftaucht.",
     "u": "https://theblinq.de"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Finde LLM-relevante Medienkontakte",
     "u": "https://theblinq.de"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "wo du oder dein Kunde stattfinden sollten",
     "u": "https://theblinq.de/features"
    }
   },
   "hq": "Germany",
   "hq_src": "https://theblinq.de/impressum",
   "read": "2026-11-02",
   "slug": "blinq"
  },
  {
   "n": "Brand24",
   "u": "https://brand24.com/",
   "w": "Brand24 sells media monitoring to brands and PR teams. It tracks online mentions across social media, news, blogs, forums, reviews and podcasts in many languages, with real-time alerts. AI Insights and reports give sentiment and share of voice, and Chatbeat tracks how AI models show the brand.",
   "w_u": "https://chatbeat.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where and how your brand appears when buyers ask ChatGPT, Claude, Gemini, Perplexity, and other LLMs for recommendations",
     "u": "https://brand24.com/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the sources AI learns from. See which articles, reviews, rankings, and pages influence AI answers about your brand.",
     "u": "https://brand24.com/ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Improve how AI describes your brand. Check if AI chatbots connect your brand with the right topics, benefits, and use cases. Find what to strengthen so LLMs present you the way you want to be seen. ... GEO recommendations based on real AI responses.",
     "u": "https://brand24.com/ai-visibility/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-labeled client reporting",
     "u": "https://chatbeat.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Chatbeat tracks AI visibility metrics, Share of Voice, suggested prompts, key sources, sentiment, context, and GEO recommendations",
     "u": "https://brand24.com/ai-visibility/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Chatbeat",
   "hq": "United States",
   "hq_src": "https://chatbeat.com/pricing/",
   "founded": 2011,
   "founded_src": "https://en.wikipedia.org/wiki/Brand24",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://pl.linkedin.com/posts/michalsadowski1_wooohoooo-w-tym-tygodniu-oficjalnie-wystartowali%C5%9Bmy-activity-7339228678180012035-m3CV"
   },
   "slug": "brand24"
  },
  {
   "n": "BrandPressRelease",
   "u": "https://brandpressrelease.com/",
   "w": "Press release writing and distribution service for businesses, sent to media outlets and news sites.",
   "w_u": "https://brandpressrelease.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "LLM tracking (ChatGPT/Perplexity mentions)",
     "u": "https://brandpressrelease.com/faq"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "We use advanced LLM optimization techniques including strategic keyword placement, structured data markup, authoritative sourcing, and content formatting that AI platforms prefer.",
     "u": "https://brandpressrelease.com/faq"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "guaranteed distribution to 500+ premium outlets including Google News, Yahoo Finance, AP News & Reuters",
     "u": "https://brandpressrelease.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "brandpressrelease"
  },
  {
   "n": "Brandwatch",
   "u": "https://www.brandwatch.com/",
   "w": "Brandwatch sells social listening and consumer intelligence to enterprise teams. It also sells Brandwatch Search Intelligence, built on the Trajaan engine that Cision bought. That engine tracks how AI models such as ChatGPT cite a brand and its competitors, with citation share and sentiment.",
   "w_u": "https://www.brandwatch.com/suite/search-intelligence/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor and shape how LLMs talk about your brand",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "sources": {
     "v": "yes",
     "q": "reveal customer questions, media domains and pages LLMs trust, and clear recommendations on where to influence - from earned media to key social threads",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "content": {
     "v": "partial",
     "q": "Monitor and shape how LLMs talk about your brand",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "pr": {
     "v": "partial",
     "q": "clear recommendations on where to influence — from earned media to key social threads",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "agency": {
     "v": "partial",
     "q": "'Agencies' under By Industry and By Role",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Blend traditional and LLM search signals to reveal customer questions, media domains and pages LLMs trust",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    },
    "commerce": {
     "v": "partial",
     "q": "monitoring what the world is searching for across generative AI, social, shopping, and traditional search environments",
     "u": "https://www.brandwatch.com/suite/search-intelligence/"
    }
   },
   "product": "Search Intelligence and GenAI Monitoring",
   "hq": "United Kingdom",
   "hq_src": "https://www.brandwatch.com/blog/first-look-tour-new-brighton-brandwatch-hq/",
   "founded": 2007,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-08-05",
    "src": "https://www.prnewswire.com/news-releases/brandwatch-and-trajaan-partner-to-bring-world-class-search-intelligence-to-consumer-insights-302521972.html"
   },
   "slug": "brandwatch"
  },
  {
   "n": "Business Wire",
   "u": "https://www.businesswire.com/",
   "w": "Press release distribution and regulatory disclosure: global, national, industry and specialty circuits, translation, multimedia and Interactive Media releases, IR services, NewsTrak analytics, and GEO built into distribution for AI visibility.",
   "w_u": "https://www.businesswire.com",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Business Wire allows direct, immediate access to tools such as ChatGPT, Perplexity, Gemini, and Copilot, so your press releases are found, ingested, and cited as a trusted source.",
     "u": "https://www.businesswire.com/lp/generative-engine-optimization"
    },
    "technical": {
     "v": "partial",
     "q": "AI & GEO for Press Releases",
     "u": "https://www.businesswire.com/services/generative-engine-optimization"
    },
    "pr": {
     "v": "partial",
     "q": "Global Press Release Distribution Service for International Reach",
     "u": "https://www.businesswire.com/services/distribution/international-distribution"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 1961,
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "business-wire"
  },
  {
   "n": "Cision",
   "u": "https://www.cision.com/",
   "w": "Cision, owned by Platinum Equity, sells the CisionOne PR suite to communications teams. It combines a media database of journalists and outlets, media monitoring, social listening and PR Newswire distribution. An AI Visibility Dashboard, built on Trajaan, reports what ChatGPT, Gemini, Claude and Perplexity say about a brand.",
   "w_u": "https://www.cision.com/ai-visibility/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor, understand, and influence how your brand appears across the world's leading AI platforms",
     "u": "https://www.cision.com/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "See the journalists, outlets, and domains AI cites in the answers you track to understand not just where your brand appears, but why",
     "u": "https://www.cision.com/ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Monitor, understand, and influence how your brand appears across the world's leading AI platforms",
     "u": "https://www.cision.com/ai-visibility/"
    },
    "pr": {
     "v": "yes",
     "q": "Found a journalist shaping the conversation? Jump straight to their profile in CisionOne Outreach ... and pitch stories that help increase your brand's visibility.",
     "u": "https://www.cision.com/ai-visibility/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "which prompts or topics are driving visibility",
     "u": "https://www.newswire.ca/news-releases/cision-adds-ai-search-visibility-to-cisionone-helping-pr-teams-track-how-brands-appear-in-ai-answers-887920465.html"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Dashboard",
   "founded": 1867,
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "cision"
  },
  {
   "n": "Commetric",
   "u": "https://commetric.com/",
   "w": "Media intelligence firm whose GEO Analytics reporting shows communications teams how AI platforms describe and recommend their brand, with strategy recommendations.",
   "w_u": "https://commetric.com/solutions/geo-analytics/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our Generative Engine Optimisation (GEO) solution reveals how AI platforms describe, recommend and compare your brand",
     "u": "https://commetric.com/solutions/geo-analytics/"
    },
    "sources": {
     "v": "yes",
     "q": "Identify which media, analysts, review sites and third-party sources shape what AI says about your organisation.",
     "u": "https://commetric.com/solutions/geo-analytics/"
    },
    "content": {
     "v": "partial",
     "q": "Receive practical recommendations to strengthen your AI visibility through better content, authority building, PR and narrative optimisation.",
     "u": "https://commetric.com/solutions/geo-analytics/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Receive practical recommendations to strengthen your AI visibility through better content, authority building, PR",
     "u": "https://commetric.com/solutions/geo-analytics/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "across realistic customer questions",
     "u": "https://commetric.com/solutions/geo-analytics/"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2005,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "commetric"
  },
  {
   "n": "Connectively",
   "u": "https://www.connectively.us/",
   "w": "Connectively is a platform where experts answer questions from journalists and publishers and submit bylines. Featured owns it and runs it as a separate brand. Paid tiers add AI-drafted answers, a media database with journalist recommendations and monthly performance reports.",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "AEO / GEO Visibility in Q&A Pages",
     "u": "https://www.connectively.us/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "connectively"
  },
  {
   "n": "Critical Mention",
   "u": "https://www.criticalmention.com/",
   "w": "Media monitoring and media contact software for PR teams, with a GEO Analytics tool that tracks how brands appear in AI answers.",
   "w_u": "https://www.criticalmention.com/ai-brand-visibility/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your brand appears in AI-generated search results ... Monitor ChatGPT, Gemini, Grok, Claude, and Perplexity",
     "u": "https://www.criticalmention.com/ai-brand-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Track which articles and sources AI tools cite",
     "u": "https://www.criticalmention.com/ai-brand-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Impact-scored target publications for outreach ... Strategic guidance on which domains to prioritise ... Clear action plan to improve AI search positioning",
     "u": "https://www.criticalmention.com/ai-brand-visibility/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Impact-scored target publications for outreach",
     "u": "https://www.criticalmention.com/ai-brand-visibility/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2002,
   "founded_src": "https://www.criticalmention.com/about-us/",
   "tier": 2,
   "also_on": "pr-software",
   "acquired": true,
   "read": "2026-11-02",
   "slug": "critical-mention"
  },
  {
   "n": "Cuemarc",
   "u": "https://cuemarc.com/",
   "w": "LLM listening tool for comms, PR and marketing teams that tracks narrative visibility, reputation, content gaps and the sources behind AI answers.",
   "w_u": "https://cuemarc.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We give corporate communications, PR and marketing teams the tools to track narrative visibility, manage reputation and spot content gaps in LLMs.",
     "u": "https://cuemarc.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find out which sources shape AI answers about your brand and use those insights to refine your earned and owned media strategy.",
     "u": "https://cuemarc.com/"
    },
    "content": {
     "v": "yes",
     "q": "We help you create content that LLMs actually use in their answers.",
     "u": "https://cuemarc.com"
    },
    "pr": {
     "v": "partial",
     "q": "use those insights to refine your earned and owned media strategy",
     "u": "https://cuemarc.com/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Ready for GPT Ads? Advertise your Product on GPTAds (Pre-Order now)",
     "u": "https://cuemarc.com"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://linkedin.com/company/cuemarc",
   "founded": 2025,
   "founded_src": "https://founded.ch/cuemarc-macht-sichtbar/",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "cuemarc"
  },
  {
   "n": "Determ",
   "u": "https://www.determ.com/",
   "w": "Determ sells AI media monitoring and social listening to PR and communications teams. It sends alerts on mention spikes, sentiment changes and new risks across media and social channels. Synthia, its AI assistant, explains the results in automated PR reports, and a media monitoring API is also available.",
   "w_u": "https://www.determ.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Track specific prompts and questions that trigger mentions of your brand in AI-generated answers. ... Sign up for the waiting list and be the first to find out about the new product.",
     "u": "https://determ.com/ai-visibility/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Determ AI Visibility",
   "hq": "Croatia",
   "hq_src": "https://determ.com/about-us/",
   "founded": 2009,
   "founded_src": "https://determ.com/about-us/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "determ"
  },
  {
   "n": "distribution.tech",
   "u": "https://distribution.tech/",
   "w": "Books paid creator posts on X, Reddit, YouTube and LinkedIn for AI and SaaS launches, with proof per post and AI citation checks.",
   "w_u": "https://distribution.tech/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Every post is dated and checked for citations at 7 days.",
     "u": "https://distribution.tech/"
    },
    "sources": {
     "v": "partial",
     "q": "Reddit, YouTube and LinkedIn to get cited.",
     "u": "https://distribution.tech/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "A post your buyers trust, that AI answers can quote.",
     "u": "https://distribution.tech/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "distribution-tech"
  },
  {
   "n": "EIN Presswire",
   "u": "https://www.einpresswire.com/",
   "w": "Press release distribution service for businesses and agencies, submitted online and sent to news platforms, publications and news databases.",
   "w_u": "https://www.einpresswire.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Ingested by AI & Machine Learning Systems - Your press release becomes part of the digital conversation. EIN Presswire content is picked up by AI and machine learning tools used across news aggregators",
     "u": "https://www.einpresswire.com/distribution"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Distribution across established news platforms, industry publications, geographic sites, news databases",
     "u": "https://www.einpresswire.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies can use EIN Presswire to distribute client news across major media platforms",
     "u": "https://www.einpresswire.com/"
    }
   },
   "founded": 1995,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "ein-presswire"
  },
  {
   "n": "epresspack",
   "u": "https://www.epresspack.com/",
   "w": "Newsroom and PR software for communications teams, covering press release publishing, media contacts, email distribution and analytics, with structure aimed at AI citation.",
   "w_u": "https://www.epresspack.com/eng",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Using some of the newest AI-powered AEO and GEO optimization tools implemented by epresspack, we have found that our newsroom website pages are consistently cited by LLMs.",
     "u": "https://www.epresspack.com/publisher"
    },
    "technical": {
     "v": "partial",
     "q": "AI-powered AEO and GEO optimization tools implemented by epresspack",
     "u": "https://www.epresspack.com/eng"
    },
    "pr": {
     "v": "partial",
     "q": "media contacts CRM, email distribution (mailer)",
     "u": "https://www.epresspack.com/eng"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.epresspack.com/eng/about-us",
   "founded": 2011,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "epresspack"
  },
  {
   "n": "Exploding Topics",
   "u": "https://explodingtopics.com/",
   "w": "Exploding Topics sells a trend discovery tool that finds topics before they reach the mainstream. A large trends database, plus its Trending Products and Meta Trends views, shows emerging topics and products early so teams can act on them.",
   "w_u": "https://explodingtopics.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "FREE AI Visibility Checker: Find out if AI recommends your brand or your competitor when users search your category. ... you'll instantly see the results from 150 live queries across three AI platforms (ChatGPT, Perplexity, and Gemini).",
     "u": "https://explodingtopics.com/tools/ai-visibility-checker"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Checker",
   "founded": 2019,
   "founded_src": "https://explodingtopics.com/author/josh-howarth",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "exploding-topics"
  },
  {
   "n": "EZ Newswire",
   "u": "https://eznewswire.com/",
   "w": "Self-serve press release wire: AI-assisted release writing, human editorial review, distribution to Reuters, Fortune, Yahoo Finance, Business Insider, USA Today and AP, release structure for AI engines, a reporting dashboard with AI-answer tracking and white-labelled PDF reports.",
   "w_u": "https://eznewswire.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand how your brand and news appear across major AI platforms, including ChatGPT, Gemini, Claude, and Copilot.",
     "u": "https://eznewswire.com/ai-visibility"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Get personalized suggestions to optimize your AI and search performance in your account as you upload your release.",
     "u": "https://eznewswire.com/ai-visibility"
    },
    "technical": {
     "v": "partial",
     "q": "Optimized for AI discovery",
     "u": "https://www.eznewswire.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Performance Reports",
   "hq": "United States",
   "hq_src": "https://www.eznewswire.com/about",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "ez-newswire"
  },
  {
   "n": "Featured",
   "u": "https://featured.com/about",
   "w": "Featured sells a PR co-pilot to experts and brands that want media coverage. It owns HARO and Connectively and puts their journalist requests into one feed. Featured Chat drafts pitches, and the product also covers podcasts, bylines, awards, press release distribution and AI visibility tracking.",
   "w_u": "https://featured.com/about",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEO Visibility: Track and improve your AI search engine citations",
     "u": "https://featured.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Pitch — an engine is citing an article you're absent from. Featured writes a pitch email to its author, referencing that specific piece",
     "u": "https://featured.com/docs/geo"
    },
    "content": {
     "v": "yes",
     "q": "GEO Visibility: Track and improve your AI search engine citations",
     "u": "https://featured.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Featured can also propose the buying-intent prompts your customers actually ask",
     "u": "https://featured.com/product/features/geo-audit"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO Audit",
   "hq": "United States",
   "hq_src": "https://featured.com/press/press-release/featured-launches-geo-audit",
   "founded": 2020,
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "featured"
  },
  {
   "n": "Five Blocks AIQ",
   "u": "https://www.fiveblocks.com/",
   "w": "AI reputation monitoring: tracks what eight AI models say about a brand, themes, cited sources and risks.",
   "w_u": "https://aiq.fiveblocks.com/llms.txt",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Reputation Monitoring: Track what major AI models say about your brand, executives, and key narratives daily",
     "u": "https://aiq.fiveblocks.com/llms.txt"
    },
    "sources": {
     "v": "yes",
     "q": "Source Attribution: Discover which websites and content AI models cite when discussing your brand",
     "u": "https://aiq.fiveblocks.com/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "detect reputational risks, and shape how AI sees you",
     "u": "https://aiq.fiveblocks.com/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "We work with clients’ Communications and PR teams to curate the best earned and community-sourced content.",
     "u": "https://www.fiveblocks.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Enterprise: [price]/month per brand ([price]/month per brand at 3 or more licenses) — for agencies, 5 topics + 5 peers per client",
     "u": "https://aiq.fiveblocks.com/llms.txt"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AIQ",
   "hq": "United States",
   "hq_src": "https://aiq.fiveblocks.com/llms.txt",
   "founded": 2003,
   "founded_src": "https://www.fiveblocks.com/knowledge/about-five-blocks/how-has-five-blocks-evolved-over-the-years/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/fiveblocks_aiq-ai-reputation-intelligence-platform-activity-7444801749691047936-SyZH"
   },
   "slug": "aiq-five-blocks"
  },
  {
   "n": "Fullintel",
   "u": "https://fullintel.com/",
   "w": "Fullintel sells media monitoring and analysis to communications teams, with human analysts behind its Fullintel Hub platform. It covers online, print, broadcast, podcast and social coverage with real-time alerts and AI newsletters. PredictiveAI flags stories likely to trend, and analysts write executive briefings and media analysis reports.",
   "w_u": "https://fullintel.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "surfaces the gaps where your coverage isn't translating into AI visibility.",
     "u": "https://fullintel.com/media-intelligence-platform/"
    },
    "sources": {
     "v": "yes",
     "q": "GEO Intelligence identifies which outlets are actually cited when AI engines answer questions about your brand and industry",
     "u": "https://fullintel.com/media-intelligence-platform/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "PR Agencies",
     "u": "https://fullintel.com/"
    }
   },
   "founded": 2015,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "fullintel"
  },
  {
   "n": "Handraise",
   "u": "https://www.handraise.com/",
   "w": "Enterprise media monitoring, narrative intelligence and AI brand perception platform with risk analysis, action plans, daily briefings, reports and a chat assistant (Herald).",
   "w_u": "https://www.handraise.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Through repeated analysis across leading models, identifying durable beliefs, citation patterns, and drift over time.",
     "u": "https://www.handraise.com/platform"
    },
    "sources": {
     "v": "yes",
     "q": "Which sources are most likely to shape future AI answers.",
     "u": "https://www.handraise.com/platform"
    },
    "content": {
     "v": "partial",
     "q": "recommend or rewrite key messages, so when AI answers a question about your brand, it finds what you want it to find.",
     "u": "https://www.handraise.com/media-monitoring"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Brand Perception",
   "hq": "United States",
   "hq_src": "https://www.siliconhillsnews.com/2023/11/16/handraise-lands-6-3-million-in-funding-to-create-ai-powered-pr-platform/",
   "founded": 2023,
   "founded_src": "https://www.siliconhillsnews.com/2023/11/16/handraise-lands-6-3-million-in-funding-to-create-ai-powered-pr-platform/",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "handraise"
  },
  {
   "n": "HeyJared",
   "u": "https://www.heyjared.ai/",
   "w": "Media research reports: coverage and share-of-voice analysis, AI visibility, reporter/podcast matching, journalist requests and pitch drafts.",
   "w_u": "https://www.heyjared.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how AI assistants mention, recommend and cite you.",
     "u": "https://heyjared.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI visibility",
   "hq": "United States",
   "hq_src": "https://heyjared.ai/terms",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "heyjared"
  },
  {
   "n": "iCrowdNewswire",
   "u": "https://icrowdnewswire.com/",
   "w": "iCrowdNewswire sells press release distribution to companies and pairs newswire delivery with paid headline ads. Its Paid Media Release sends a release over GlobeNewswire and shows the headline in banner ads on curated website lists. Each package also structures the release so AI engines can find it.",
   "w_u": "https://icrowdnewswire.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "iCrowdNewswire's AI distribution channels are now built to embed content directly into the information flow of these platforms, ensuring releases are not only published but effectively read, interpreted, and surfaced in AI-generated responses.",
     "u": "https://icrowdnewswire.com/2025/04/29/icrowdnewswire-launches-ai-distribution-channels-to-enhance-press-release-discoverability-across-generative-ai-platforms/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "3,700+ Websites. 26 Countries. Hundreds of Industries.",
     "u": "https://icrowdnewswire.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://icrowdnewswire.com/",
   "founded": 2015,
   "founded_src": "https://icrowdnewswire.com/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "icrowdnewswire"
  },
  {
   "n": "iPR Software",
   "u": "https://iprsoftware.com/",
   "w": "Online newsroom, content and digital asset management software for PR and marketing teams, with AEO and GEO components in its news center.",
   "w_u": "https://www.iprsoftware.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Optimizing your content so AI models (ChatGPT, Gemini, Perplexity, etc) can easily pull it into their generated answers.",
     "u": "https://iprsoftware.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AI-focused newsroom attracts key audiences such as media, influencers and consumers with AEO/GEO technical components",
     "u": "https://www.iprsoftware.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2006,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "ipr-software"
  },
  {
   "n": "JournoPitch",
   "u": "https://journopitch.co.uk/",
   "w": "Sells an AI PR workflow with content scoring, a journalist database and outreach to startups, agencies and in-house teams.",
   "w_u": "https://journopitch.co.uk/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "AI-powered PR platform for pitch creation, journalist database, and media monitoring with AEO scoring and newsroom publishing",
     "u": "https://journopitch.co.uk/assets/index-diiAJwCh.js"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Find journalists by beat, publication, keywords and recent articles.",
     "u": "https://journopitch.co.uk/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "A complete toolkit designed for startups, agencies, and in-house teams who want results without the overhead.",
     "u": "https://journopitch.co.uk/"
    }
   },
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "journopitch"
  },
  {
   "n": "Launchmetrics",
   "u": "https://www.launchmetrics.com/",
   "w": "Brand performance software and services for fashion, lifestyle and beauty: print, online and social media monitoring with MIV scoring and AI tagging, contacts and email management with a Voices data layer, PR reports, brand tracking against competitors, AI visibility tracking, plus sample, event and digital showroom tools and data-expert reporting services.",
   "w_u": "https://www.launchmetrics.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your AI Visibility Score (AIV) across ChatGPT, Claude, Gemini and Perplexity, benchmarked against your industry competitors every week.",
     "u": "https://www.launchmetrics.com/software/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "See which outlets, journalists and topics are driving your AI rank, so you know exactly where to focus your next pitch to create maximum visibility.",
     "u": "https://www.launchmetrics.com/software/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "A Prioritised AI Activation Map: See which sources to engage, narratives to push, and Voices to work with, based on what's driving AI citations for your brand and your competitors in each market",
     "u": "https://www.launchmetrics.com/software/ai-visibility"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Tracking",
   "hq": "United States",
   "hq_src": "https://www.launchmetrics.com/fashion-gps-background",
   "founded": 2006,
   "founded_src": "https://www.launchmetrics.com/fashion-gps-background",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09",
    "src": "https://www.linkedin.com/posts/launchmetrics_aiv-ai-visibility-activity-7503435416675479552-6RH0"
   },
   "slug": "launchmetrics"
  },
  {
   "n": "livestep Brand Intelligence",
   "u": "https://www.livestep.ai/en/",
   "w": "Brand intelligence platform for marketing leaders and agencies covering sentiment, reviews, competitors, social media, SEO and AI visibility.",
   "w_u": "https://www.livestep.ai/en/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often do ChatGPT, Claude and Gemini mention your business on relevant queries?",
     "u": "https://www.livestep.ai/en/platform/ai-visibility/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "which PR, content and positioning moves improve it",
     "u": "https://www.livestep.ai/en/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Targeted work in PR, content and positioning can improve your AI visibility.",
     "u": "https://www.livestep.ai/en/platform/ai-visibility/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For teams and agencies managing multiple clients.",
     "u": "https://www.livestep.ai/en/pricing/"
    }
   },
   "hq": "Denmark",
   "hq_src": "https://www.livestep.ai/en/",
   "read": "2026-11-02",
   "slug": "livestep-brand-intelligence"
  },
  {
   "n": "Meltwater",
   "u": "https://www.meltwater.com/",
   "w": "Meltwater sells a media monitoring and social listening suite to PR and communications teams. It also includes a journalist database, outreach tools and press release distribution. GenAI Lens reports how AI platforms describe a brand, next to PR reporting dashboards.",
   "w_u": "https://www.meltwater.com/en/products/genai-lens",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor and benchmark brand, product, and competitor mentions across leading LLMs, including ChatGPT, Gemini, Claude, Perplexity, Grok, and DeepSeek.",
     "u": "https://www.meltwater.com/en/capabilities/ai-visibility-tracking"
    },
    "sources": {
     "v": "yes",
     "q": "Identify the specific high-authority websites, sources, and journalists that AI models trust to shape their answers.",
     "u": "https://www.meltwater.com/en/capabilities/ai-visibility-tracking"
    },
    "content": {
     "v": "yes",
     "q": "Meltwater structures every release to improve discoverability across search engines and large language models. This means your content is more likely to ... be cited in AI-generated responses.",
     "u": "https://www.meltwater.com/en/products/press-distribution"
    },
    "pr": {
     "v": "yes",
     "q": "Pinpoint the journalists cited by LLMs and add them directly to your media lists. Know exactly who shapes the AI narrative around your brand.",
     "u": "https://www.meltwater.com/en/capabilities/ai-visibility-tracking"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt-based monitoring aligned to real buyer journeys",
     "u": "https://www.meltwater.com/en/products/genai-lens"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GenAI Lens",
   "hq": "United States",
   "hq_src": "https://www.meltwater.com/en/press-releases/meltwater-debuts-industry-first-genai-lens",
   "founded": 2001,
   "founded_src": "https://www.meltwater.com/en/our-story",
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "meltwater"
  },
  {
   "n": "MENA Newswire",
   "u": "https://menanewswire.com/",
   "w": "Press release distribution across 39 languages for companies and PR agencies, with releases prepared for search and AI answers.",
   "w_u": "https://menanewswire.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Structured data and optimized publishing that surface your releases across search engines, media ecosystems and emerging AI answer environments.",
     "u": "https://menanewswire.com/"
    },
    "technical": {
     "v": "partial",
     "q": "SEO, GEO, AEO and structured data optimize every release for visibility across search engines, answer platforms and AI discovery.",
     "u": "https://menanewswire.com/about-us/"
    },
    "pr": {
     "v": "yes",
     "q": "Widespread distribution to traditional media with target-specific routing across your chosen regions.",
     "u": "https://menanewswire.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "MENA Newswire supports white-label publishing and partner-ready operations for newswires, agencies, PR networks and media organizations",
     "u": "https://menanewswire.com/faqs/"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://menanewswire.com/faqs/",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "mena-newswire"
  },
  {
   "n": "MentionAgent",
   "u": "https://mentionagent.ai/",
   "w": "MentionAgent sells an AI outreach agent to SEO teams that build links. It finds blog posts in a niche, looks up verified contacts, writes the emails and follows up with people who do not reply. It also scans ChatGPT, Claude and Gemini for answers that name the brand or cite a page it placed.",
   "w_u": "https://mentionagent.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Visibility beta ... Twice a month it asks ChatGPT, Claude and Gemini the questions your buyers ask, and logs every answer that names you",
     "u": "https://mentionagent.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "ChatGPT, Claude and Gemini pull recommendations from the web. Your agent goes after the sites they already cite, so your mention lands on a page they pull from.",
     "u": "https://mentionagent.ai/"
    },
    "content": {
     "v": "yes",
     "q": "It finds blogs in your niche, pitches editors and handles replies, earning you backlinks that rank you on Google and get you into ChatGPT's answers.",
     "u": "https://mentionagent.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "Netherlands",
   "hq_src": "https://mentionagent.ai/about/",
   "founded": 2026,
   "founded_src": "https://mentionagent.ai/about/",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "mentionagent"
  },
  {
   "n": "Mentionlytics",
   "u": "https://www.mentionlytics.com/",
   "w": "Social listening and media monitoring software that also tracks brand visibility in AI engines, for brands, agencies and enterprises.",
   "w_u": "https://www.mentionlytics.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your rank, share of voice, and sentiment across every major engine as it happens.",
     "u": "https://www.mentionlytics.com/product/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "We show you the exact domains and URLs feeding AI answers.",
     "u": "https://www.mentionlytics.com/product/ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Fix negative prompts and turn missing ones into content.",
     "u": "https://www.mentionlytics.com/product/ai-visibility/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Know which pages to pitch for a link, or which Reddit threads to join, to win the citation and increase your AI Visibility.",
     "u": "https://www.mentionlytics.com/product/ai-visibility/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Uncover what buyers ask, from “best tool for…” to “worst alternatives”.",
     "u": "https://www.mentionlytics.com/product/ai-visibility/"
    },
    "agency": {
     "v": "yes",
     "q": "Our reports can be customized with your logo (or your clients’) logo.",
     "u": "https://www.mentionlytics.com/mention-monitoring-for-agencies/"
    }
   },
   "product": "AI Visibility",
   "hq": "Greece",
   "hq_src": "https://www.mentionlytics.com/about/",
   "founded": 2016,
   "founded_src": "https://www.mentionlytics.com/about/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "mentionlytics"
  },
  {
   "n": "Muck Rack",
   "u": "https://muckrack.com/",
   "w": "Muck Rack sells an AI communications platform to PR and communications teams. It combines a media database, monitoring, pitching, press release distribution and reporting. Named AI agents search the database, build media lists and analyze coverage, and Generative Pulse tracks citations across AI platforms.",
   "w_u": "https://muckrack.com/pr-software/generative-engine-optimization",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand visibility across AI platforms, uncover the sources shaping answers",
     "u": "https://muckrack.com/blog/2025/07/30/introducing-generative-pulse"
    },
    "sources": {
     "v": "yes",
     "q": "Track brand visibility across AI platforms, uncover the sources shaping answers",
     "u": "https://muckrack.com/blog/2025/07/30/introducing-generative-pulse"
    },
    "content": {
     "v": "partial",
     "q": "a groundbreaking new solution for shaping brand visibility in generative AI responses",
     "u": "https://finance.yahoo.com/news/generative-pulse-last-brands-control-150000512.html"
    },
    "pr": {
     "v": "yes",
     "q": "Know which publications AI pulls from most, so your next pitch lands exactly where it needs to.",
     "u": "https://muckrack.com/pr-software/generative-engine-optimization"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "uses actual consumer search behavior across ChatGPT, Gemini and Google AI to recommend the prompts brands should monitor",
     "u": "https://finance.yahoo.com/technology/ai/articles/muck-rack-first-communications-platform-130000021.html"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Generative Pulse",
   "hq": "United States",
   "hq_src": "https://sacra.com/c/muck-rack/",
   "founded": 2009,
   "founded_src": "https://muckrack.com/about",
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://finance.yahoo.com/news/generative-pulse-last-brands-control-150000512.html"
   },
   "slug": "muck-rack"
  },
  {
   "n": "NetBase Quid",
   "u": "https://www.quid.com/",
   "w": "NetBase Quid, now branded Quid, sells a consumer and market intelligence platform. It takes in social, review, news, broadcast, podcast and search data, and its Communications product gives PR teams crisis alerts, sentiment and share of voice. Q Agents write AI briefs, including how AI assistants describe a brand.",
   "w_u": "https://www.quid.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "the agent analyzes how that brand is being described across LLMs, social media, and search, compares it against competitors",
     "u": "https://www.quid.com/knowledge-hub/resource-library/blog/q-agent-spotlight-brand-product-aeo-agent"
    },
    "sources": {
     "v": "yes",
     "q": "The Sources the Models Leaned On section shows which publications and data sources the models drew from when constructing their answers",
     "u": "https://www.quid.com/knowledge-hub/resource-library/blog/q-agent-spotlight-the-narrative-aeo-agent"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "traces them to the pages at fault, and returns prioritized fixes: titles, metadata, JSON-LD, FAQ answers, llms.txt",
     "u": "https://www.quid.com/q-agents"
    },
    "prompts": {
     "v": "partial",
     "q": "Start with a question, not a brand. It runs a prompt cluster across the major AI models",
     "u": "https://www.quid.com/q-agents"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Q Agents: Brand & Product AEO, Narrative AEO, AEO Website Audit",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/quidofficial",
   "founded": 2010,
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-07",
    "src": "https://www.quid.com/knowledge-hub/resource-library/blog/q-agent-spotlight-brand-product-aeo-agent"
   },
   "slug": "netbase-quid"
  },
  {
   "n": "Newsbox",
   "u": "https://newsbox.com/",
   "w": "Newsbox sells a communications intelligence workspace from Connectus to communications teams. It watches topics, companies and competitors across news feeds, scores them with AI and sends daily briefs. Its AI Visibility Monitor measures brand mentions in live answer engines and shows which recent press hits those answers cite.",
   "w_u": "https://newsbox.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "NewsBox runs a set of buyer-intent prompts through live AI answer engines, analyzes each answer for brand mentions, rank position, sentiment, and competitor share, then cross-references the cited domains against the news NewsBox has ingested about you in the last 90 days.",
     "u": "https://newsbox.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Every score links to the answer text and the source URLs behind it.",
     "u": "https://newsbox.com/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Gaps become a pitch list in Media Opportunities or a release in the NewsBox Newsroom. Visibility improves by publishing citable news, not by tweaking meta tags.",
     "u": "https://newsbox.com/ai-visibility"
    },
    "technical": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "United States",
   "hq_src": "https://newsbox.com/about",
   "founded": 2011,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "newsbox"
  },
  {
   "n": "Newsworthy.ai",
   "u": "https://newsworthy.ai/",
   "w": "Newsworthy.ai is a self-serve newswire for companies that want press coverage and AI visibility. AI drafts a release from a URL, notes or a document and scores it for search and AI use. The release goes to many news sites and Google News, with brand newsrooms, a journalist CRM and placement reports.",
   "w_u": "https://www.newsworthy.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Includes structured formatting and AI scoring for SEO, grounding quality, and retrievability, increasing the likelihood your news is found, summarized, and cited across search engines and AI systems.",
     "u": "https://newsworthy.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Reach hundreds of websites including Google News",
     "u": "https://www.newsworthy.ai/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency & Multi-Client Workflows",
     "u": "https://www.newsworthy.ai/pricing"
    }
   },
   "founded": 2021,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "newsworthy-ai"
  },
  {
   "n": "Notified",
   "u": "https://www.notified.com/",
   "w": "Notified, owned by Equiniti, runs the GlobeNewswire wire and sells PR and investor relations software to companies. Its Content OS combines distribution, a media contacts database with AI pitch drafts, media monitoring, online newsrooms and analytics. On the investor relations side, it sells IR Hub and event reporting.",
   "w_u": "https://www.notified.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often it is cited in AI-generated answers",
     "u": "https://www.notified.com/PR/press-release-distribution"
    },
    "sources": {
     "v": "partial",
     "q": "AI results across ChatGPT, Gemini, Perplexity",
     "u": "https://press.notified.com/posts/pressreleases/notified-unveils-content-os-the-first-operati"
    },
    "content": {
     "v": "yes",
     "q": "a purpose-built tool within Content OS that helps communications teams improve large language model (LLM) visibility",
     "u": "https://www.globenewswire.com/news-release/2026/04/29/3283478/0/en/notified-launches-ai-press-release-optimizer-to-strengthen-corporate-narratives-and-increase-ai-citations.html"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Press Release Optimizer",
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2026/02/26/3245678/0/en/Notified-Launches-AI-Press-Release-Optimizer-to-Strengthen-Corporate-Narratives-and-Increase-AI-Citations.html",
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-02",
    "src": "https://www.globenewswire.com/news-release/2026/02/26/3245678/0/en/Notified-Launches-AI-Press-Release-Optimizer-to-Strengthen-Corporate-Narratives-and-Increase-AI-Citations.html"
   },
   "slug": "notified"
  },
  {
   "n": "Onclusive",
   "u": "https://onclusive.com/",
   "w": "Onclusive sells a PR suite to communications teams, with media monitoring, social listening and measurement backed by analysts. Onclusive Contact is a media contact database that sends releases and tracks journalist responses. GEO Analytics tracks how ChatGPT, Gemini, Grok, Claude and Perplexity cite a brand.",
   "w_u": "https://onclusive.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "visibility into what ChatGPT, Gemini, Grok, Claude, and Perplexity are telling them",
     "u": "https://onclusive.com/products/geo-analytics/"
    },
    "sources": {
     "v": "yes",
     "q": "Track which articles and sources AI tools cite",
     "u": "https://onclusive.com/products/geo-analytics/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO Analytics",
   "hq": "United Kingdom",
   "hq_src": "https://natlawreview.com/press-releases/onclusive-launches-geo-analytics-measure-brand-visibility-ai-search",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05-26",
    "src": "https://natlawreview.com/press-releases/onclusive-launches-geo-analytics-measure-brand-visibility-ai-search"
   },
   "slug": "onclusive"
  },
  {
   "n": "PeakMetrics",
   "u": "https://www.peakmetrics.com/",
   "w": "PeakMetrics sells a narrative intelligence platform to enterprises, agencies and government. It monitors news, social media, broadcast, podcasts and the open web, and flags new narratives, bot activity and deepfakes. AI Perceptions shows how ChatGPT, Gemini, Claude, Grok and Perplexity describe a brand next to its news and social data.",
   "w_u": "https://www.peakmetrics.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand perception across LLMs, including favorability, key messages, trust, and competitive positioning.",
     "u": "https://www.peakmetrics.com/insights/peakmetrics-launches-ai-perceptions-a-new-geo-platform"
    },
    "sources": {
     "v": "yes",
     "q": "Understand what is driving AI answers by identifying the narratives, citations, and sources influencing responses.",
     "u": "https://www.peakmetrics.com/insights/peakmetrics-launches-ai-perceptions-a-new-geo-platform"
    },
    "content": {
     "v": "partial",
     "q": "Generative Engine Optimization: ensure your brand's accurate narrative surfaces in AI-powered search results and LLM responses.",
     "u": "https://www.peakmetrics.com/platform"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Volume — what people actually ask about your brand, and how often.",
     "u": "https://www.peakmetrics.com/ai-perceptions"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Perceptions",
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2026/09/17/3364131/0/en/peakmetrics-launches-ai-perceptions-a-new-geo-platform-purpose-built-for-communications-teams.html",
   "founded": 2017,
   "founded_src": "https://www.linkedin.com/posts/peakmetricsapp_narrativeintelligence-seriesa-ai-activity-7448067240513589248",
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09-17",
    "src": "https://www.globenewswire.com/news-release/2026/09/17/3364131/0/en/peakmetrics-launches-ai-perceptions-a-new-geo-platform-purpose-built-for-communications-teams.html"
   },
   "slug": "peakmetrics"
  },
  {
   "n": "PigPR",
   "u": "https://pigpr.com/",
   "w": "PigPR sells reputation monitoring to agencies. It watches reviews, news, Reddit, social media and other sources, with sentiment and spike alerts, and drafts review replies that wait for approval. It also finds press contacts from bylines, drafts pitches and checks each week what AI engines say about each brand.",
   "w_u": "https://pigpr.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every week, PigPR asks Gemini, Perplexity, ChatGPT, Claude, Grok, and Qwen what they say about your brand",
     "u": "https://pigpr.com/"
    },
    "sources": {
     "v": "yes",
     "q": "then shows you the answers, whether you were mentioned, and exactly which sources they cited. Know where AI learns about you.",
     "u": "https://pigpr.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI answer tracking + Free AEO Checker",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-08",
    "src": "https://pigpr.com/blog/why-we-track-three-ai-engines/"
   },
   "slug": "pigpr"
  },
  {
   "n": "Point-out",
   "u": "https://point-out.net/",
   "w": "Point-out measures how LLMs describe a brand, maps the sources they use and guides digital PR, for comms agencies and PR and marketing teams.",
   "w_u": "https://point-out.net/en/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query the leading LLMs to understand how a brand is described",
     "u": "https://point-out.net/en/"
    },
    "sources": {
     "v": "yes",
     "q": "Track the sources LLMs rely on to generate their responses and adapt your strategy accordingly",
     "u": "https://point-out.net/en/"
    },
    "content": {
     "v": "partial",
     "q": "Crea contenuti dedicati alle fonti che l'AI legge e posiziona correttamente il tuo brand",
     "u": "https://point-out.net/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Interact in natural language with our tool to uncover coverage opportunities and generate results that LLMs can read and reference.",
     "u": "https://point-out.net/en/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "simulando centinaia di prompt",
     "u": "https://point-out.net/"
    },
    "agency": {
     "v": "partial",
     "q": "Discover the sources LLMs use to cite your clients and optimize the coverage you generate to grow their AI Visibility.",
     "u": "https://point-out.net/en/"
    }
   },
   "product": "Point-out AI Visibility",
   "hq": "Italy",
   "hq_src": "https://point-out.net/en/",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "point-out"
  },
  {
   "n": "PR Fire",
   "u": "https://www.prfire.co.uk/",
   "w": "Sells press release distribution, guaranteed media placements and digital PR campaigns for AI visibility to brands and agencies.",
   "w_u": "https://www.prfire.co.uk/ai-visibility/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Your specialist checks your site and brand presence against our 10 core checkpoints, covering keyword rankings, content, backlinks and visibility in AI search results.",
     "u": "https://www.prfire.co.uk/ai-and-seo-audit/"
    },
    "sources": {
     "v": "partial",
     "q": "Not every media site carries the same weight with AI models, so it helps to know where to focus.",
     "u": "https://www.prfire.co.uk/guaranteed-media-placements-for-ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "By publishing your content across trusted news websites, we help your business build the authority, credibility and digital footprint that AI platforms and search engines rely on when selecting brands to cite, recommend and feature.",
     "u": "https://www.prfire.co.uk/ai-visibility/"
    },
    "technical": {
     "v": "partial",
     "q": "FREE AI and SEO Audit",
     "u": "https://www.prfire.co.uk/"
    },
    "pr": {
     "v": "yes",
     "q": "we guarantee placements across",
     "u": "https://www.prfire.co.uk/ai-visibility/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Digital PR for Agencies",
     "u": "https://www.prfire.co.uk/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.prfire.co.uk/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "pr-fire"
  },
  {
   "n": "PR Newswire",
   "u": "https://www.prnewswire.com/",
   "w": "PR Newswire sells communications teams a report inside Amplify showing how AI models describe a brand and how often it is mentioned.",
   "w_u": "https://www.prnewswire.com/amplify-report-module/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often you’re mentioned, review real responses and uncover insights",
     "u": "https://www.prnewswire.com/amplify-report-module/"
    },
    "sources": {
     "v": "yes",
     "q": "The domains, URLs and traffic influence shaping AI-generated answers.",
     "u": "https://www.prnewswire.com/news-releases/pr-newswire-launches-aeo--geo-report-for-ai-brand-visibility-302733944.html"
    },
    "content": {
     "v": "partial",
     "q": "optimize messaging for answer engines and generative engines across multiple content types",
     "u": "https://www.prnewswire.com/news-releases/pr-newswire-launches-aeo--geo-report-for-ai-brand-visibility-302733944.html"
    },
    "technical": {
     "v": "partial",
     "q": "see AI metrices showing how many visits to your release come from LLMs",
     "u": "https://www.prnewswire.com/amplify-report-module/"
    },
    "pr": {
     "v": "partial",
     "q": "strengthening your brand’s presence in AI-driven search across the entire PR workflow",
     "u": "https://www.prnewswire.com/amplify-report-module/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AEO & GEO Brand Report",
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/pr-newswire-launches-aeo--geo-report-for-ai-brand-visibility-302733944.html",
   "founded": 1954,
   "founded_src": "https://www.prnewswire.com/about-pr-newswire/",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "pr-newswire"
  },
  {
   "n": "PR.co",
   "u": "https://pr.co/",
   "w": "PR software for communications teams covering newsrooms, outreach, monitoring and reporting, with a publishing platform built so LLMs can cite the brand.",
   "w_u": "https://pr.co/geo",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Build up your online presence with PR.co's GEO-optimized publishing platform and ensure your brand is cited as a trusted source.",
     "u": "https://pr.co/geo"
    },
    "technical": {
     "v": "yes",
     "q": "We handle all the technical work for you and make sure AI crawlers get priority.",
     "u": "https://pr.co/geo"
    },
    "pr": {
     "v": "yes",
     "q": "PR.co gives communications teams one PR platform for everything, from newsroom, to outreach, to reporting.",
     "u": "https://pr.co/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "PR.co is just as powerful for agencies, the public sector, and NGOs.",
     "u": "https://pr.co/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://pr.co/about",
   "founded": 2014,
   "founded_src": "https://pr.co/about",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "pr-co"
  },
  {
   "n": "PRBot",
   "u": "https://prbot.ai/",
   "w": "AI matches businesses to HARO/Featured/Qwoted journalist requests and drafts pitches; human PR staff review and send them for a guaranteed number of DR30+ backlinks.",
   "w_u": "https://prbot.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Ask leading AI models who you are, see their answers verbatim, and get a clear recognition score.",
     "u": "https://prbot.ai/ai-visibility"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility checker",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "prbot"
  },
  {
   "n": "PRCoverage",
   "u": "https://prcoverage.ai/",
   "w": "PR coverage reporting with branded client reports plus AI visibility tracking, rankings and cited-source analysis across ChatGPT, Gemini and Claude.",
   "w_u": "https://prcoverage.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Visibility tracking for brand presence across ChatGPT, Gemini & Claude",
     "u": "https://prcoverage.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "The Sources tab reveals which outlets and domains AI is referencing when it builds its answers. Now you can see which publications carry the most weight in your client's space.",
     "u": "https://prcoverage.ai/benchmark-competitors-in-ai"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "GEO Audit & AI Monitoring: Run a GEO audit and keep it current",
     "u": "https://prcoverage.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.einpresswire.com/article/913033790/prcoverage-launches-to-give-pr-professionals-the-tools-to-prove-and-amplify-their-impact-in-the-ai-era"
   },
   "slug": "prcoverage"
  },
  {
   "n": "Press Ranger",
   "u": "https://pressranger.com/",
   "w": "Press Ranger sells wholesale press release distribution and AI PR software, including white-label distribution for resellers. Its databases cover journalists, publishers, podcasts and articles. It sends AI-scored alerts for journalist requests, and a built-in CRM sends AI-written pitches and press releases.",
   "w_u": "https://pressranger.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AIWire Index content across AI chatbots like ChatGPT, Perplexity, Grok, Microsoft Copilot, Gemini and more. ... AI Visibility Report",
     "u": "https://pressranger.com/pages/wholesale-press-release-distribution"
    },
    "sources": {
     "v": "yes",
     "q": "The Citations table lists every URL an AI answer linked while naming your brand, with the prompts it appeared for and the platforms that cited it.",
     "u": "https://pressranger.com/docs/ai-search/ai-visibility-tracking"
    },
    "content": {
     "v": "yes",
     "q": "AIWire Index content across AI chatbots like ChatGPT, Perplexity, Grok, Microsoft Copilot, Gemini and more. ... AI Visibility Report",
     "u": "https://pressranger.com/pages/wholesale-press-release-distribution"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Press Ranger reads the company website and drafts sixteen prompts relevant to the brand and its category.",
     "u": "https://pressranger.com/docs/ai-search/ai-visibility-tracking"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AIWire; AI Visibility Tracking",
   "founded": 2024,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03-14",
    "src": "https://pressranger.com/blog/introducing-aiwire"
   },
   "slug": "press-ranger"
  },
  {
   "n": "PressArea",
   "u": "https://www.pressarea.com/",
   "w": "Cloud press office: branded online media centres and digital asset management, release drafting and distribution, press enquiry desk, crisis mode, campaign tracking; plus Pulse social listening with ChatGPT brand tracking.",
   "w_u": "https://www.pressarea.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "With Pulse you can see what ChatGPT thinks of your brand and products and track how your brand GEO/AEO/AIO shapes up over time.",
     "u": "https://pulse.pressarea.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Pulse",
   "hq": "United Kingdom",
   "hq_src": "https://www.pressarea.com/aboutus",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "pressarea"
  },
  {
   "n": "Presspage",
   "u": "https://presspage.com/",
   "w": "Presspage, owned by Banyan Software, sells corporate newsroom and media relations software to communications teams. Its Brand Visibility product measures share of voice and citation accuracy in ChatGPT, Perplexity, Gemini and Google AI. PR Operations covers newsrooms, email distribution and a media inquiries desk with AI-drafted replies.",
   "w_u": "https://presspage.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Presspage measures AI visibility by monitoring how leading AI platforms such as ChatGPT, Perplexity, Gemini, and Google AI respond to questions about your brand",
     "u": "https://presspage.com/faq"
    },
    "sources": {
     "v": "partial",
     "q": "Identify where AI systems cite competitors or other sources instead of you, and turn those gaps into clear content opportunities.",
     "u": "https://presspage.com/pr-software/ai-brand-visibility-software/content-gap-analysis"
    },
    "content": {
     "v": "yes",
     "q": "Identify content gaps and use real-time advice to optimise for SEO/GEO visibility.",
     "u": "https://presspage.com/pr-software/ai-brand-visibility-software"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Brand Visibility",
   "hq": "Netherlands",
   "hq_src": "https://banyansoftware.com/2025/07/24/presspage",
   "founded": 2008,
   "founded_src": "https://banyansoftware.com/2025/07/24/presspage",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "presspage"
  },
  {
   "n": "Prezly",
   "u": "https://www.prezly.com/",
   "w": "Prezly sells newsroom and media relations software to PR teams. It combines a newsroom, press releases, a contact CRM, email pitching from the user's own domain and coverage tracking. It has no searchable media database, so new contacts come from a paid list service or monitoring suggestions.",
   "w_u": "https://www.prezly.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "A branded newsroom optimized for both Google and AI assistants, not a PDF press release nobody indexes.",
     "u": "https://www.prezly.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Machine-readable markup that tells AI who and what the page is about. A crawlable, fast page that AI can easily pull insights from.",
     "u": "https://www.prezly.com/tools/press-release-optimizer"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Press Release Optimizer",
   "founded": 2010,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/jessewynants_curious-whether-chatgpt-would-pick-up-your-activity-7473377121801940992-MSk4"
   },
   "slug": "prezly"
  },
  {
   "n": "PublicRelay",
   "u": "https://www.publicrelay.com/",
   "w": "PublicRelay sells media measurement backed by human analysts to enterprise communications teams. Its Sensei dashboards give a Reputation Score and a Media Quality Score that analysts check. Horizon Scans study where narratives may go, Spark tracks social conversation, and Echo monitors citations in generative AI.",
   "w_u": "https://publicrelay.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Echo: We show you how generative AI is representing and citing your brand, and where the gaps are.",
     "u": "https://publicrelay.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2008,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "publicrelay"
  },
  {
   "n": "ReddWise",
   "u": "https://reddwise.com/",
   "w": "Reddit marketing tool for SaaS founders that finds subreddits and threads, drafts rule-safe posts and aims to earn threads AI tools cite.",
   "w_u": "https://reddwise.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "yes",
     "q": "ReddWise helps you earn the threads they cite",
     "u": "https://reddwise.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "ReddWise finds the right Reddit communities, discovers high-intent conversations, and identifies safe posting opportunities",
     "u": "https://reddwise.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies and teams managing multiple brands",
     "u": "https://reddwise.com/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://reddwise.com/about",
   "founded": 2024,
   "founded_src": "https://reddwise.com/llms.txt",
   "read": "2026-11-02",
   "slug": "reddwise"
  },
  {
   "n": "Releasd",
   "u": "https://www.releasd.com/",
   "w": "Sells PR agencies and in-house communications teams reporting and measurement software, including scoring of how coverage may influence AI responses.",
   "w_u": "https://www.releasd.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "Be among the first PR teams to measure how your media coverage influences AI responses. ... Going live in October 2026",
     "u": "https://www.releasd.com/beta/ai-measurement"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "how easily it can be crawled by AI bots",
     "u": "https://support.releasd.com/help/ai-geo-measurement"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Join agencies and in-house teams from over 30 countries",
     "u": "https://www.releasd.com/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.releasd.com/",
   "founded": 2014,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "releasd"
  },
  {
   "n": "Reportable",
   "u": "https://reportable.co/",
   "w": "News release distribution and media monitoring for communications teams and executives, with releases indexed for search engines and LLMs.",
   "w_u": "https://reportable.co/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Built for modern discovery: Optimized for search engines, and AI-powered platforms through structured content and backend data. ... SEO/LLM indexing with structured backend data (JSON LD)",
     "u": "https://reportable.co/reportablenewsrelease/"
    },
    "technical": {
     "v": "partial",
     "q": "SEO & LLM indexing (JSON-LD)",
     "u": "https://reportable.co/pricing/"
    },
    "pr": {
     "v": "partial",
     "q": "The release started showing up as a cited source in AI-generated answers about the company",
     "u": "https://reportable.co/the-news-release-ai-search-couldnt-ignore/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2016,
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "reportable"
  },
  {
   "n": "RepTrak",
   "u": "https://www.reptrak.com/",
   "w": "Sells large organizations reputation data and advisory, including AI as a Stakeholder analysis of how AI platforms portray a company.",
   "w_u": "https://www.reptrak.com/ai-as-a-stakeholder/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand how AI platforms portray your company and how those perceptions compare across markets, industries, and competitors.",
     "u": "https://www.reptrak.com/ai-as-a-stakeholder"
    },
    "sources": {
     "v": "partial",
     "q": "You can also see the types of sources shaping these narratives, helping you understand where AI’s portrayal is coming from and how it may influence stakeholder trust, advocacy, purchasing, investment and employment decisions.",
     "u": "https://www.reptrak.com/ai-as-a-stakeholder"
    },
    "content": {
     "v": "partial",
     "q": "Teams can use these insights to refine messaging, address gaps, and prioritize content that reinforces the right narratives.",
     "u": "https://www.reptrak.com/ai-as-a-stakeholder"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.reptrak.com/",
   "founded": 1997,
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "reptrak"
  },
  {
   "n": "Reputation Tower",
   "u": "https://reputationtower.ai/",
   "w": "Reputation intelligence platform and services that detect, verify and act on reputational signals, including AI answers, for PR agencies, lawyers and compliance teams.",
   "w_u": "https://reputationtower.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See what ChatGPT, Gemini, and other AI models actually say when someone asks about your client",
     "u": "https://reputationtower.ai/platform/"
    },
    "sources": {
     "v": "yes",
     "q": "What ChatGPT, Gemini and other AI models actually answer when someone asks about a subject, which sources they cite",
     "u": "https://reputationtower.ai/platform/"
    },
    "content": {
     "v": "partial",
     "q": "publication plus an LLM-readable on-site edition",
     "u": "https://reputationtower.ai/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "a technical read on why the subject's own site may not be represented correctly in AI answers.",
     "u": "https://reputationtower.ai/platform/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies managing multiple clients or cases at once.",
     "u": "https://reputationtower.ai/platform/"
    }
   },
   "product": "AI Visibility monitor",
   "hq": "Estonia",
   "hq_src": "https://reputationtower.ai/about/",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/reputationtowerai_two-companies-one-connected-reputation-intelligence-activity-7493597636394975233-4ov4",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "reputation-tower"
  },
  {
   "n": "Respona",
   "u": "https://respona.com/",
   "w": "Done-for-you link-building service: Respona writes and places articles on ranking sites, priced per placement, with AI-citation tracking.",
   "w_u": "https://respona.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Campaigns shows where your brand is showing up across 6 answer engines and highlights the exact articles currently being cited",
     "u": "https://respona.com/blog/ai-link-building/"
    },
    "sources": {
     "v": "yes",
     "q": "Campaigns shows where your brand is showing up across 6 answer engines and highlights the exact articles currently being cited",
     "u": "https://respona.com/blog/ai-link-building/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Campaigns AI visibility tracker",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/respona",
   "founded": 2019,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "respona"
  },
  {
   "n": "RunPR",
   "u": "https://runpr.ai/",
   "w": "RunPR sells AI PR software to PR teams and agencies. It monitors news on chosen topics, ranks reporters against a pitch angle and drafts pitches that go through an approval step. It tracks every send through to coverage and reports AI visibility across several AI engines.",
   "w_u": "https://runpr.ai/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "RunPR scans ChatGPT, Claude, Gemini, Perplexity, Exa, and Grok on the cadence included in your plan. You get mention rate, citation rate, founder mention rate",
     "u": "https://runpr.ai/features"
    },
    "sources": {
     "v": "yes",
     "q": "Each losing query can create outreach to the pages LLMs cite instead of you, including listicles, wikis, Reddit threads, and indie blogs.",
     "u": "https://runpr.ai/features"
    },
    "content": {
     "v": "partial",
     "q": "Check source relevance before preparing outreach, then review and edit the draft in your pitch queue.",
     "u": "https://runpr.ai/features"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Run a prompt bank tailored to your client's brand, competitors and category.",
     "u": "https://runpr.ai/visibility"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "runpr"
  },
  {
   "n": "Seed",
   "u": "https://meetseed.com/",
   "w": "Platform that earns brand placements in relevant publications and tracks the brand's mentions in AI answers across eight engines.",
   "w_u": "https://meetseed.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Follow your brand’s mentions in AI answers.",
     "u": "https://meetseed.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Read the AI answers, see which competitors appear, and inspect the sources behind them.",
     "u": "https://meetseed.com/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Seed gets your brand featured in articles, guides, and roundups that fit your audience.",
     "u": "https://meetseed.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Choose the questions that matter to your business, then see when your brand shows up.",
     "u": "https://meetseed.com"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "seed"
  },
  {
   "n": "Semrush AI PR Toolkit",
   "u": "https://www.semrush.com/pr-toolkit/",
   "w": "Semrush AI PR Toolkit, formerly Prowly, sells PR software to PR teams. Its media database shows which outlets influence AI answers and builds journalist lists. Teams draft pitches and releases with AI, send them from their own email, and track coverage and competitor share of voice.",
   "w_u": "https://www.semrush.com/ai-seo/brand-performance/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "Reach the media that shape LLM responses ... generate PR campaign recommendations designed to increase your AI visibility",
     "u": "https://www.semrush.com/kb/1573-ai-pr"
    },
    "content": {
     "v": "partial",
     "q": "Reach the media that shape LLM responses ... generate PR campaign recommendations designed to increase your AI visibility",
     "u": "https://www.semrush.com/kb/1573-ai-pr"
    },
    "pr": {
     "v": "yes",
     "q": "AI-cited media finder",
     "u": "https://www.semrush.com/pricing/pr/"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reporting",
     "u": "https://www.semrush.com/features/ai-visibility/"
    },
    "technical": {
     "v": "yes",
     "q": "Run AI search health audits: Make sure AI bots can actually access your content, flag technical issues, and get a prioritized checklist of fixes.",
     "u": "https://www.semrush.com/features/ai-visibility/"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover relevant prompts and topics to target for new visibility.",
     "u": "https://www.semrush.com/kb/1493-ai-visibility-toolkit"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Toolkit (AI SEO Toolkit), now AI Visibility Toolkit",
   "hq": "United States",
   "hq_src": "https://www.sec.gov/Archives/edgar/data/1831840/000114036126017299/ef20071354_8k.htm",
   "founded": 2013,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2025-03-04",
    "src": "https://www.semrush.com/news/385040-semrush-unveils-ai-toolkit-ai-seo-toolkit-to-help-businesses-leverage-ai-brand-perception-and-stay-ahead-in-the-evolution-of-search/"
   },
   "slug": "semrush-ai-pr-toolkit"
  },
  {
   "n": "Shadow",
   "u": "https://www.shadow.inc/",
   "w": "Platform that connects media, social, search and AI answer signals to a model of a company and reports changes in perception.",
   "w_u": "https://www.shadow.inc/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI systems mention, describe, recommend and cite your company",
     "u": "https://www.shadow.inc/"
    },
    "sources": {
     "v": "yes",
     "q": "Trace every answer to its sources",
     "u": "https://www.shadow.inc/product"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Which journalists are covering our launch?",
     "u": "https://www.shadow.inc/product"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.shadow.inc/terms",
   "founded": 2024,
   "founded_src": "https://ca.linkedin.com/company/shadow-research",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "shadow"
  },
  {
   "n": "Signal AI",
   "u": "https://www.signal-ai.com/",
   "w": "Signal AI sells reputation and risk intelligence to chief communications and risk officers at large enterprises. Its AIQ engine monitors news in many markets and languages to surface risk and reputation signals. Dashboards measure reputation, and AI Citations tracks how a brand appears in AI answers.",
   "w_u": "https://www.signal-ai.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Citations ... reveals how brands appear in AI-generated answers and which earned media articles drive that visibility",
     "u": "https://signal-ai.com/insights/press_release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Citations ... reveals how brands appear in AI-generated answers and which earned media articles drive that visibility",
     "u": "https://signal-ai.com/insights/press_release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Top Prompt Categories: a grouping of the narrative themes users most frequently ask LLMs about, surfacing the full prompts and AI responses",
     "u": "https://signal-ai.com/insights/press_release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Citations",
   "hq": "United Kingdom",
   "hq_src": "https://signal-ai.com/insights/press-release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/",
   "founded": 2013,
   "founded_src": "https://signal-ai.com/insights/press-release/signal-ai-announces-165-million-investment-round-led-by-battery-ventures-to-redefine-risk-and-reputation-intelligence",
   "tier": 1,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://signal-ai.com/insights/press-release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/"
   },
   "slug": "signal-ai"
  },
  {
   "n": "Spotlight Oz",
   "u": "https://spotlight-io.com/oz",
   "w": "Platform for managing analyst relations, peer reviews and competitive intelligence with LLM visibility tracking, for B2B marketing teams.",
   "w_u": "https://spotlight-io.com/oz",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Spotlight Oz monitors your presence across LLM outputs - tracking rankings, sentiment, and citation sources",
     "u": "https://spotlight-io.com/oz"
    },
    "sources": {
     "v": "partial",
     "q": "tracking rankings, sentiment, and citation sources - and connects those signals back to the analyst coverage, peer reviews, and media mentions that are shaping what AI says about you",
     "u": "https://spotlight-io.com/oz"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Spotlight orchestrates the external signals AI actually trusts",
     "u": "https://spotlight-io.com/ai-influence"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Strategy & Design",
     "u": "https://spotlight-io.com/ai-influence"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2012,
   "founded_src": "https://spotlight-io.com/about-us",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "spotlight-oz"
  },
  {
   "n": "Stacker",
   "u": "https://stacker.com/",
   "w": "Syndication of brand editorial stories to 3,000+ news publishers, with pickup and AI-citation (GEO) reporting.",
   "w_u": "https://stacker.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Story-level GEO Reporting",
     "u": "https://stacker.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "building the credibility signals AI engines prioritize",
     "u": "https://stacker.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO Reporting",
   "founded": 2017,
   "founded_src": "https://stacker.com/about",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-03",
    "src": "https://stacker.com/blog/the-q1-product-update-improved-notifications-insights-and-workflows-across-portal-and-story-hub"
   },
   "slug": "stacker"
  },
  {
   "n": "Talkwalker",
   "u": "https://www.talkwalker.com/",
   "w": "Talkwalker, owned by Hootsuite, sells social listening and media monitoring to enterprises. It detects trends and peaks in conversation and forecasts when to join them. Its monitoring scores reputation on share of voice, sentiment and ROI, and it compares social performance against competitors.",
   "w_u": "https://www.talkwalker.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLM Insights: Monitor how AI assistants talk about your brand and industry",
     "u": "https://www.talkwalker.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "LLM Insights",
   "hq": "Luxembourg",
   "hq_src": "https://www.talkwalker.com/press-release/hootsuite",
   "founded": 2009,
   "founded_src": "https://luxfuturelab.lu/talkwalker",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-01",
    "src": "https://www.hootsuite.com/whats-new/llm-insights"
   },
   "slug": "talkwalker"
  },
  {
   "n": "UNICEPTA",
   "u": "https://unicepta.com/",
   "w": "Media-intelligence firm's GEO platform plus consulting for comms teams: tracks how AI represents the organization, citations and narratives.",
   "w_u": "https://unicepta.com/products/generative-engine-optimization.html",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEOPulse (Platform) Continuously analyses how AI systems represent your organization",
     "u": "https://unicepta.com/products/generative-engine-optimization.html"
    },
    "sources": {
     "v": "partial",
     "q": "Tracks visibility, citation, and narrative positioning across markets",
     "u": "https://unicepta.com/products/generative-engine-optimization.html"
    },
    "content": {
     "v": "yes",
     "q": "Provides clear, prioritized recommendations ... Enables testing of content and narratives before they scale",
     "u": "https://unicepta.com/products/generative-engine-optimization.html"
    },
    "pr": {
     "v": "partial",
     "q": "Builds stakeholder personas (e.g. journalists, investors, customers) and simulates how they query AI",
     "u": "https://unicepta.com/products/generative-engine-optimization.html"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "simulates how they query AI - generating tailored prompts automatically",
     "u": "https://unicepta.com/products/generative-engine-optimization.html"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEOPulse",
   "hq": "Germany",
   "hq_src": "https://unicepta.com/imprint.html",
   "founded": 1996,
   "founded_src": "https://unicepta.com/about-us/company.html",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "unicepta"
  },
  {
   "n": "Valosan PR Platform",
   "u": "https://valosan.com/",
   "w": "Valosan PR Platform sells PR campaign management software from Finland to teams that run PR in many countries. Users plan campaigns, pitch with a Gmail extension, send press releases and monitor media mentions. Local PR specialists and agencies can work in the same campaigns, with a kanban view of pitching progress.",
   "w_u": "https://valosan.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI monitoring: You can now ask the question ChatGPT and Claude and monitor the result (it will be refreshed every day)",
     "u": "https://help.valosan.com/changes"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "connect with PR specialists in local markets and pitch your story to real journalists",
     "u": "https://valosan.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "a PR agency doing PR campaigns for multiple clients",
     "u": "https://valosan.com/pricing/"
    }
   },
   "hq": "Finland",
   "hq_src": "https://valosan.com/",
   "tier": 4,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "valosan-pr-platform"
  },
  {
   "n": "Vuelio",
   "u": "https://www.vuelio.com/",
   "w": "Vuelio sells a UK media database, media monitoring and political intelligence to PR teams. Its media database builds journalist and outlet lists, with a separate political database. Lumina, its AI add-on suite, includes AI View, which tracks brand mentions inside AI answers.",
   "w_u": "https://www.vuelio.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Lumina AI View is a tool that helps you understand what AI knows about you, and how it learned it.",
     "u": "https://www.vuelio.com/uk/pr-software/ai-view/"
    },
    "sources": {
     "v": "yes",
     "q": "AI View tracks the sources that models such as Gemini, ChatGPT and Claude cite when representing you.",
     "u": "https://www.vuelio.com/uk/pr-software/ai-view/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Lumina AI View",
   "hq": "United Kingdom",
   "hq_src": "https://www.pulsargroup.com/privacy-policy/",
   "founded": 1999,
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "launch": {
    "d": "2026-05",
    "src": "https://www.vuelio.com/uk/product-updates/"
   },
   "slug": "vuelio"
  },
  {
   "n": "Wizikey",
   "u": "https://wizikey.com/",
   "w": "Wizikey sells a media monitoring and PR platform from India to communications teams worldwide. It monitors news, print, broadcast, podcasts, social media and AI answers, and gives one News Score for reputation with competitor benchmarks. Engage adds outreach with a media database and open and reply tracking.",
   "w_u": "https://wizikey.com/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI answer visibility: See what ChatGPT, Gemini, Claude and Perplexity say.",
     "u": "https://wizikey.com/platform/news-score"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Engage outreach + media database",
     "u": "https://wizikey.com/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency workspaces",
     "u": "https://wizikey.com/pricing"
    }
   },
   "hq": "United States and India",
   "hq_src": "https://wizikey.com/",
   "founded": 2019,
   "founded_src": "https://wizikey.com/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "wizikey"
  },
  {
   "n": "Wiztrust",
   "u": "https://www.wiztrust.com/",
   "w": "Wiztrust sells an all-in-one PR platform to listed companies and financial firms. It combines newsrooms built for search and AI engines, a PR CRM and media database, and email, newswire and social distribution. Blueprint GEO tracks how AI models portray a brand, and Wiztrust Protect certifies content on a blockchain.",
   "w_u": "https://www.wiztrust.com/en/solutions/pr-ai-ready-geo/",
   "cat": "pr",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Through the Wiztrust x GetMint partnership, communications teams can track their brand's representation across 8 LLMs",
     "u": "https://www.wiztrust.com/en/solutions/pr-ai-ready-geo/"
    },
    "sources": {
     "v": "yes",
     "q": "Through its partnership with GetMint, Wiztrust enables companies to audit their current AI visibility, identify which trusted media sources relay their content, and prioritize the publications most frequently cited by AI.",
     "u": "https://www.wiztrust.com/"
    },
    "content": {
     "v": "yes",
     "q": "Blueprint GEO realigns a company's media relations strategy and the image generative AI projects of its brand",
     "u": "https://newsroom.wiztrust.com/news/wiztrust-launches-blueprint-geo-to-realign-companies-and-their-image-across-llms-b0b8a-7e09e.html"
    },
    "technical": {
     "v": "partial",
     "q": "newsrooms are built for maximum SEO and GEO performance",
     "u": "https://www.wiztrust.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Your media relations and newsroom content, targeted on the media LLMs cite for your sector.",
     "u": "https://www.wiztrust.com/en/solutions/pr-ai-ready-geo/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://www.wiztrust.com/en/legal-notice/",
   "founded": 2014,
   "founded_src": "https://www.wiztrust.com/en/about-us/",
   "tier": 2,
   "also_on": "pr-software",
   "read": "2026-11-02",
   "slug": "wiztrust"
  },
  {
   "n": "Acquia",
   "u": "https://www.acquia.com/solutions/win-ai-answer-engine",
   "w": "AEO solution within a Drupal and digital experience platform, covering AI citation tracking and AI content generation, for enterprise marketing teams.",
   "w_u": "https://www.acquia.com/solutions/win-ai-answer-engine",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "see exactly how your brand is mentioned and cited in AI-generated responses across ChatGPT and Perplexity",
     "u": "https://www.acquia.com/solutions/win-ai-answer-engine"
    },
    "sources": {
     "v": "partial",
     "q": "mentioned and cited in AI-generated responses",
     "u": "https://www.acquia.com/solutions/win-ai-answer-engine"
    },
    "content": {
     "v": "yes",
     "q": "identify topics and generate high-quality, personalized content",
     "u": "https://www.acquia.com/solutions/win-ai-answer-engine"
    },
    "technical": {
     "v": "yes",
     "q": "Ensure your content is easily ingestible as a data source for AI systems.",
     "u": "https://www.acquia.com/solutions/win-ai-answer-engine"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Win the AI Answer Engine (AEO) solution",
   "hq": "United States",
   "hq_src": "https://www.acquia.com/about-us",
   "founded": 2007,
   "founded_src": "https://www.acquia.com/about-us",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "acquia"
  },
  {
   "n": "Adobe",
   "u": "https://business.adobe.com/products/brand-visibility.html",
   "w": "Enterprise GEO product: tracks AI share of voice, finds content gaps, deploys fixes at the CDN edge, ties GEO to revenue.",
   "w_u": "https://business.adobe.com/products/brand-visibility.html",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track share-of-voice across ChatGPT, Claude, Perplexity, Google AI Mode, Microsoft Copilot, and more.",
     "u": "https://business.adobe.com/products/brand-visibility.html"
    },
    "sources": {
     "v": "partial",
     "q": "View where your SEO authority should be driving AI citation but isn't.",
     "u": "https://business.adobe.com/products/brand-visibility.html"
    },
    "content": {
     "v": "yes",
     "q": "Brand Visibility deploys site optimizations at both the content delivery network (CDN) edge and content source without developer support.",
     "u": "https://business.adobe.com/products/brand-visibility.html"
    },
    "pr": {
     "v": "yes",
     "q": "Generate content for Wikipedia, YouTube, Reddit, and earned media to expand citation authority.",
     "u": "https://business.adobe.com/products/brand-visibility.html"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Adobe LLM Optimizer",
   "hq": "United States",
   "hq_src": "https://news.adobe.com/news/2025/10/adobe-delivers-llm-optimizer-businesses-boost-visibility-across-ai-powered-chat-services-browsers",
   "tier": 1,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://news.adobe.com/news/2025/10/adobe-delivers-llm-optimizer-businesses-boost-visibility-across-ai-powered-chat-services-browsers"
   },
   "slug": "adobe-brand-visibility-formerly-adobe-llm-optimizer"
  },
  {
   "n": "Adsmurai",
   "u": "https://www.adsmurai.com/en/",
   "w": "Adsmurai sells marketing teams a tracker that runs prompts across AI engines and reports brand visibility, citations and competitor share of voice.",
   "w_u": "https://www.adsmurai.com/en/product/geo-tracker",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEO Tracker runs your selected prompts across ChatGPT, Claude, Gemini, Google AI Mode and Google AI Overview.",
     "u": "https://www.adsmurai.com/en/product/geo-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "brand mentions, citations, cited sources, complete AI responses and competitor benchmarking",
     "u": "https://www.adsmurai.com/en/product/geo-tracker"
    },
    "content": {
     "v": "partial",
     "q": "helping teams prioritise content, GEO, SEO and authority-building actions",
     "u": "https://www.adsmurai.com/en/product/geo-tracker"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Prepare your brand for advertising in AI environments.",
     "u": "https://www.adsmurai.com/en/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Tracker",
   "hq": "Spain",
   "hq_src": "https://www.adsmurai.com/en/about-us",
   "founded": 2014,
   "founded_src": "https://www.adsmurai.com/en/about-us",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "adsmurai"
  },
  {
   "n": "AgencyAnalytics",
   "u": "https://agencyanalytics.com/",
   "w": "AgencyAnalytics sells marketing agencies a reporting platform with an AI Tracker that reports client visibility and citations across AI engines.",
   "w_u": "https://agencyanalytics.com/features/ai-tracker",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how frequently and how favorably each client appears in AI-generated responses",
     "u": "https://agencyanalytics.com/features/ai-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources, topics, and formats AI engines cite when they answer questions",
     "u": "https://agencyanalytics.com/features/ai-tracker"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Automate white-labeled client reporting",
     "u": "https://agencyanalytics.com/features/ai-tracker"
    }
   },
   "product": "AI Tracker",
   "hq": "Canada",
   "hq_src": "https://agencyanalytics.com/company/newsroom/press-release-ahead-of-next",
   "founded": 2010,
   "founded_src": "https://agencyanalytics.com/company/newsroom/press-release-ahead-of-next",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://agencyanalytics.com/company/newsroom/press-release-ahead-of-next"
   },
   "slug": "agencyanalytics"
  },
  {
   "n": "AI Voice",
   "u": "https://piamedia.com/de/loesungen/ai-voice/",
   "w": "A prompt level analysis product from a German marketing agency that shows which LLMs recommend a brand and where competitors dominate answers.",
   "w_u": "https://piamedia.com/de/loesungen/ai-voice/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Voice analysiert auf Prompt-Ebene, welches LLM deine Marke empfiehlt, an welcher Position",
     "u": "https://piamedia.com/de/loesungen/ai-voice/"
    },
    "sources": {
     "v": "yes",
     "q": "Welche URLs werden zitiert? Decke Citation-Gaps auf und optimiere gezielt.",
     "u": "https://piamedia.com/de/loesungen/ai-voice/"
    },
    "content": {
     "v": "partial",
     "q": "Welche Themen, wo platzieren, welcher Zeitrahmen – dein Fahrplan zur Sichtbarkeit.",
     "u": "https://piamedia.com/de/loesungen/ai-voice/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "200+ kuratierte Prompts in 30+ Kategorien für deine Branche.",
     "u": "https://piamedia.com/de/loesungen/ai-voice/"
    },
    "agency": {
     "v": "partial",
     "q": "HTML-Reports und PowerPoint-Exporte, filterbar nach Marken und LLMs.",
     "u": "https://piamedia.com/de/loesungen/ai-voice/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://piamedia.com/de/impressum/",
   "read": "2026-10-30",
   "slug": "ai-voice"
  },
  {
   "n": "aiCMO.so",
   "u": "https://cmo.so/",
   "w": "An AI marketing app that plans, writes and publishes blog and social posts and checks Google's AI answers, sold to small businesses.",
   "w_u": "https://cmo.so/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether Google's AI answers mention your business: a score, watched prompts, cited pages and live checks",
     "u": "https://cmo.so/products/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "at what position, and which pages they cite",
     "u": "https://cmo.so/products/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "SEO and AI search (GEO) agency",
     "u": "https://cmo.so/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Every client from one account",
     "u": "https://cmo.so/"
    }
   },
   "product": "AI visibility",
   "hq": "United Kingdom",
   "hq_src": "https://cmo.so/about",
   "founded": 2025,
   "founded_src": "https://cmo.so/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aicmo-so"
  },
  {
   "n": "Aimplyfy",
   "u": "https://aimplyfy.com/",
   "w": "A platform combining AI visibility tracking, local SEO, messaging channels and a CRM, sold to single location and multi location brands.",
   "w_u": "https://aimplyfy.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracked and improved continuously so you are accurately recommended across Google and every major AI engine",
     "u": "https://aimplyfy.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "pushing content, fixing gaps and applying optimisations autonomously",
     "u": "https://aimplyfy.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "15 brand prompts, run weekly",
     "u": "https://aimplyfy.com/pricing/"
    },
    "agency": {
     "v": "yes",
     "q": "Every Aimplyfy plan comes with an agency managed option, at no extra cost.",
     "u": "https://aimplyfy.com/pricing/"
    }
   },
   "hq": "India",
   "hq_src": "https://aimplyfy.com/terms-conditions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aimplyfy"
  },
  {
   "n": "Answer Engine Intelligence",
   "u": "https://answerengineintelligence.com/",
   "w": "Answer engine optimization software that finds prompts, cited sources and content gaps for B2B brands.",
   "w_u": "https://answerengineintelligence.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Analyse prompts your buyers are asking in answer engines like ChatGPT, Claude, & Gemini.",
     "u": "https://answerengineintelligence.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find every source that AI answer engines cite when responding to queries about your industry.",
     "u": "https://answerengineintelligence.com/"
    },
    "content": {
     "v": "yes",
     "q": "Know exactly what content to create, then create it.",
     "u": "https://answerengineintelligence.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Use our done-for-you outreach message tailored to each opportunity.",
     "u": "https://answerengineintelligence.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Analyse prompts your buyers are asking in answer engines like ChatGPT, Claude, & Gemini.",
     "u": "https://answerengineintelligence.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AEO Intelligence",
   "hq": "Canada",
   "hq_src": "https://ca.linkedin.com/company/marketing-copilot",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "answer-engine-intelligence"
  },
  {
   "n": "Birdeye",
   "u": "https://birdeye.com/",
   "w": "Reputation and local marketing platform for multi-location brands; its AI Search agent tracks and fixes AI visibility by location.",
   "w_u": "https://birdeye.com/search-ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your Visibility Score and Share of Voice — at both brand and location level, across ChatGPT, Gemini, Perplexity, and more.",
     "u": "https://birdeye.com/search-ai/"
    },
    "sources": {
     "v": "yes",
     "q": "See which sources AI engines cite in your category, whether you appear in them",
     "u": "https://birdeye.com/search-ai/"
    },
    "content": {
     "v": "yes",
     "q": "Listings, blogs, FAQs, and reviews — generated and applied, ranked by impact.",
     "u": "https://birdeye.com/search-ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Continuous scans and fixes across Google, Apple, Facebook, and Yelp.",
     "u": "https://birdeye.com/search-ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Resellers",
     "u": "https://birdeye.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Citations, accuracy, and website signals — the exact causes behind every score.",
     "u": "https://birdeye.com/ai-search/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Search AI / AI Search",
   "hq": "United States",
   "hq_src": "https://birdeye.com/press/birdeye-launches-search-ai-to-put-multi-location-brands-at-the-top-of-ai-answers/",
   "founded": 2012,
   "founded_src": "https://linkedin.com/company/birdeye",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "birdeye-ai-search"
  },
  {
   "n": "BrandJet",
   "u": "https://www.brandjet.ai/",
   "w": "Multi-channel cold outreach and social listening platform that also tracks what AI models say about a brand.",
   "w_u": "https://www.brandjet.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We also track what ChatGPT, Claude, and Gemini say about your brand versus your competitors.",
     "u": "https://www.brandjet.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "BrandJet AI",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-09",
    "src": "https://www.prnewswire.com/news-releases/brandjetai-launches-to-advance-brand-intelligence-with-ai-sentiment-and-perception-tools-302553987.html"
   },
   "slug": "brandjet-ai"
  },
  {
   "n": "BrandWell",
   "u": "https://brandwell.ai/",
   "w": "Growth automation software with nine products for sales and marketing teams, including a Visibility product that tracks brand presence in search and AI answers.",
   "w_u": "https://brandwell.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Follow brand mentions, cited sources, and share of voice across AI search.",
     "u": "https://brandwell.ai/visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Track a selected set of buyer questions and review the sources they cite.",
     "u": "https://brandwell.ai/visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Summarize the cited sources and propose a content or authority task.",
     "u": "https://brandwell.ai/visibility/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Publishers and the pages AI answers cite, ranked by priority",
     "u": "https://brandwell.ai/link-builder/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Follow AI mentions, AI search demand, and your share of voice against the competitors you choose",
     "u": "https://brandwell.ai/visibility/"
    },
    "agency": {
     "v": "partial",
     "q": "Show the evidence behind the recommendation and the work that followed.",
     "u": "https://brandwell.ai/visibility/"
    }
   },
   "product": "Visibility",
   "hq": "United States",
   "hq_src": "https://www.prweb.com/releases/content-at-scale-is-now-brandwell-an-all-in-one-growth-engine-for-sustainable-brand-growth-302231375.html",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://brandwell.ai/blog/meet-the-all-new-brandwell-intent-led-marketing-for-everyone/"
   },
   "slug": "brandwell"
  },
  {
   "n": "Brandyze",
   "u": "https://brandyze.fr/",
   "w": "Modular marketing tool for creators, small firms and agencies covering brand analysis, SEO and GEO, virality, social content and outreach.",
   "w_u": "https://brandyze.fr/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Studio · AEO / citations LLM Cité par ChatGPT ? 4 modèles trackés · maj continue",
     "u": "https://brandyze.fr/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Quand on demande à ChatGPT, c’est toi qu’il cite.",
     "u": "https://brandyze.fr/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-workspace (jusqu’à 10 clients)",
     "u": "https://brandyze.fr/"
    }
   },
   "hq": "France",
   "hq_src": "https://brandyze.fr/",
   "read": "2026-11-02",
   "slug": "brandyze"
  },
  {
   "n": "Chatobserver.com",
   "u": "https://chatobserver.com/",
   "w": "Marketing workspace covering SEO, paid ads, content, reports and AI visibility tracking, sold to SEO teams, agencies and brands.",
   "w_u": "https://chatobserver.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track a consistent set of questions across your chosen AI platforms and markets.",
     "u": "https://chatobserver.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Track when an AI Overview appears for a query and which pages it cites.",
     "u": "https://chatobserver.com/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "We find the questions your client's site doesn't answer and the competing pages that do.",
     "u": "https://chatobserver.com/agencies"
    },
    "technical": {
     "v": "partial",
     "q": "Check whether your page covers that information and whether crawlers can access it.",
     "u": "https://chatobserver.com/ai-visibility"
    },
    "pr": {
     "v": "yes",
     "q": "See which review sites, publications, and comparison pages AI links to when it talks about the client.",
     "u": "https://chatobserver.com/agencies"
    },
    "commerce": {
     "v": "yes",
     "q": "Use your catalogue for ChatGPT Shopping, product advertising, and agentic commerce.",
     "u": "https://chatobserver.com/chatgpt-product-feed"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt tracking for the questions your customers ask.",
     "u": "https://chatobserver.com/ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "Each client has their own workspace, with separate brand details, competitors, prompts, and reports.",
     "u": "https://chatobserver.com/agencies"
    }
   },
   "product": "Chatobserver",
   "hq": "United Kingdom",
   "hq_src": "https://chatobserver.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "chatobserver-com"
  },
  {
   "n": "CLEO by RegenAI",
   "u": "https://regencleo.ai/",
   "w": "Software that runs a brand's Maps, Search, AI Search, Social, Reviews and Leads from one system with user approval, for enterprises and agencies.",
   "w_u": "https://regencleo.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Watched six days a week across seven AI engines, nine on Enterprise.",
     "u": "https://regencleo.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "How CLEO calculates share of voice and citation rank",
     "u": "https://regencleo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Quill writes the articles your citations are missing and publishes them on your yes.",
     "u": "https://regencleo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Fixes written server-side into your own CMS, or opened as pull requests in your code, where every crawler reads them.",
     "u": "https://regencleo.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Backlinks built and placed for you",
     "u": "https://regencleo.ai/pricing"
    },
    "commerce": {
     "v": "partial",
     "q": "Sponsored answers",
     "u": "https://regencleo.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fan-out: the searches each AI engine runs behind your prompts",
     "u": "https://regencleo.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-label executive reporting",
     "u": "https://regencleo.ai/pricing"
    }
   },
   "product": "CLEO",
   "hq": "United Arab Emirates",
   "hq_src": "https://regencleo.ai/terms/",
   "founded": 2026,
   "founded_src": "https://regencleo.ai/about/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "cleo-by-regenai"
  },
  {
   "n": "ColdStart",
   "u": "https://www.coldstart.co/",
   "w": "AI programmatic SEO and page-generation platform that also tracks prompts, recommendations and cited sources in ChatGPT, Perplexity, Gemini and AI Overviews.",
   "w_u": "https://www.coldstart.co/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We track the prompts your customers ask, who gets recommended, and which sources get cited.",
     "u": "https://www.coldstart.co/"
    },
    "sources": {
     "v": "yes",
     "q": "which sources get cited.",
     "u": "https://www.coldstart.co/"
    },
    "content": {
     "v": "yes",
     "q": "Create thousands of optimized pages and posts instantly with enterprise-grade APIs and proprietary datasets.",
     "u": "https://www.coldstart.co/pricing"
    },
    "pr": {
     "v": "partial",
     "q": "A question trends on Reddit. A prompt shifts in ChatGPT. A competitor drops out of an AI answer. Our monitors catch it as it happens.",
     "u": "https://www.coldstart.co/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Solution",
     "u": "https://www.coldstart.co/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "ColdStart finds that demand in real time, builds the channels that capture it",
     "u": "https://www.coldstart.co/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "founded": 2024,
   "founded_src": "https://technical.ly/startups/ai-content-marketing-startups-coldstart-bindr/",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "coldstart"
  },
  {
   "n": "Cortex",
   "u": "https://www.capconvert.com/cortex",
   "w": "AI system managed by agency experts that monitors and optimizes SEO, GEO, CRO and paid ads across ten platforms for brands.",
   "w_u": "https://www.capconvert.com/cortex",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI search citation audit",
     "u": "https://www.capconvert.com/cortex"
    },
    "sources": {
     "v": "partial",
     "q": "AI search citation audit",
     "u": "https://www.capconvert.com/cortex"
    },
    "content": {
     "v": "yes",
     "q": "LLM-readable landing, llms.txt + Organization schema",
     "u": "https://www.capconvert.com/cortex"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt spec compliance. 12 rules from llmstxt.org.",
     "u": "https://www.capconvert.com/cortex"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Google Ads Meta Ads TikTok Ads Amazon Ads Microsoft Ads ChatGPT Ads",
     "u": "https://www.capconvert.com/cortex"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.capconvert.com/about",
   "read": "2026-10-30",
   "slug": "cortex-capconvert"
  },
  {
   "n": "Creaitor",
   "u": "https://creaitor.ai",
   "w": "GEO platform that shows how AI answers represent a brand and helps create content to close gaps, for marketing teams and agencies.",
   "w_u": "https://creaitor.ai",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Google AI, Gemini, Claude and Perplexity represent your brand",
     "u": "https://creaitor.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Sources, sentiment and gaps behind each recommendation.",
     "u": "https://creaitor.ai"
    },
    "content": {
     "v": "yes",
     "q": "Create the content needed to compete",
     "u": "https://creaitor.ai"
    },
    "technical": {
     "v": "partial",
     "q": "LLMs.txt Generator",
     "u": "https://creaitor.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Start from the real questions your buyers ask AI, not from keywords.",
     "u": "https://creaitor.ai"
    },
    "agency": {
     "v": "yes",
     "q": "Track prompts across multiple brands.",
     "u": "https://creaitor.ai/pricing"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://creaitor.ai/imprint",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "creaitor"
  },
  {
   "n": "CrunchJunkie",
   "u": "https://crunchjunkie.io/",
   "w": "Tracks what ten AI answer engines say about a brand, ties it to GA4 revenue, and puts it in white-label client marketing reports.",
   "w_u": "https://crunchjunkie.io/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ten answer engines, tracked on your schedule — on your API keys or ours",
     "u": "https://crunchjunkie.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Which domains AI trusts when it answers your prompts — where you're cited, where only your competitors are, and which pages to fix first.",
     "u": "https://crunchjunkie.io/"
    },
    "content": {
     "v": "yes",
     "q": "One click turns any of them into a content brief grounded in the engines' own data — the exact fanout queries they ran, the statistics and schema the cited winners carry",
     "u": "https://crunchjunkie.io/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Up to 40 brands, unlimited users on Agency; White-label reports from Starter, custom domain on Pro+",
     "u": "https://crunchjunkie.io/"
    },
    "technical": {
     "v": "yes",
     "q": "A built-in GEO Audit grades how ready a site is for AI search and generates recommendations to fix what it finds",
     "u": "https://crunchjunkie.io/press/crunchjunkie-launch"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fanouts — the searches behind the answer",
     "u": "https://crunchjunkie.io/"
    },
    "commerce": {
     "v": "partial",
     "q": "AI Shopping",
     "u": "https://crunchjunkie.io/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://crunchjunkie.io/legal/terms",
   "founded": 2023,
   "founded_src": "https://crunchjunkie.io/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025",
    "src": "https://crunchjunkie.io/about"
   },
   "slug": "crunchjunkie"
  },
  {
   "n": "Digimetrics",
   "u": "https://digimetrics.ai/",
   "w": "SEO workspace of 43 tools that checks SEO, speed and AI visibility and gives a ranked plan, for business owners, marketers and agencies.",
   "w_u": "https://digimetrics.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often AI chatbots mention your brand",
     "u": "https://digimetrics.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "how they describe you and which sites they cite.",
     "u": "https://digimetrics.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Rewrite a page so AI assistants can quote and cite it",
     "u": "https://digimetrics.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Checks AI-bot access.",
     "u": "https://digimetrics.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Client-ready audits you can repeat and prove",
     "u": "https://digimetrics.ai/"
    }
   },
   "product": "AI Mentions Tracker; GEO+SEO Forensic Audit",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "digimetrics"
  },
  {
   "n": "Duda",
   "u": "https://www.duda.co/",
   "w": "Website builder for agencies and SaaS platforms, with an AI Visibility add-on that monitors client brands in LLMs and suggests fixes.",
   "w_u": "https://www.duda.co/ai-visibility",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Learn how often your clients’ brands are being mentioned by different platforms.",
     "u": "https://www.duda.co/ai-visibility"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Create relevant blog content quickly to boost visibility by as much as 33X.",
     "u": "https://www.duda.co/ai-visibility"
    },
    "technical": {
     "v": "yes",
     "q": "Analyze how often crawlers are visiting your clients’ sites, and which platforms are visiting most often.",
     "u": "https://www.duda.co/ai-visibility"
    },
    "pr": {
     "v": "partial",
     "q": "Receive client-specific recommendations for off-site improvements to improve visibility.",
     "u": "https://www.duda.co/ai-visibility"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AEO Configurations to manage competitors, prompts, and AI tracking settings",
     "u": "https://www.duda.co/product-updates/get-your-clients-discovered-by-ai-with-ai-visibility"
    },
    "agency": {
     "v": "yes",
     "q": "Prove ROI with automated monthly AI visibility reporting, completely white-labeled with your own branding.",
     "u": "https://www.duda.co/ai-visibility"
    }
   },
   "product": "AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/duda_webdevelopment-webdesign-corewebvitals-activity-7493290316301578242-93uo",
   "founded": 2009,
   "founded_src": "https://www.linkedin.com/posts/duda_webdevelopment-webdesign-corewebvitals-activity-7493290316301578242-93uo",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "duda"
  },
  {
   "n": "Eclincher",
   "u": "https://www.eclincher.com/",
   "w": "Social media and brand monitoring suite with an AI Visibility tool that tracks brand citations, competitors and cited sources in AI engines.",
   "w_u": "https://www.eclincher.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer Engine Tracking Monitor citations across AI engines",
     "u": "https://www.eclincher.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Source Attribution See which sources engines cite Find the exact pages answer engines pull from",
     "u": "https://www.eclincher.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content is structured so answer engines can quote it cleanly",
     "u": "https://www.eclincher.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "External Dashboard ... Give clients and stakeholders a live, read-only view; 'White Label Reports'",
     "u": "https://www.eclincher.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility & Insights",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/eclincher",
   "founded": 2012,
   "founded_src": "https://www.linkedin.com/company/eclincher",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "eclincher-ai-visibility"
  },
  {
   "n": "enso",
   "u": "https://www.enso.bot/",
   "w": "Subscription AI agents that run SEO and GEO, outbound sales, community, newsletter and social growth work for companies.",
   "w_u": "https://www.enso.bot/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Share-of-voice you can show to your board, growing every week",
     "u": "https://www.enso.bot/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Agentic SEO wins AI Overviews, GEO answers and classic search",
     "u": "https://www.enso.bot/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Researched articles placed in publications buyers read",
     "u": "https://www.enso.bot/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.enso.bot/llms.txt",
   "read": "2026-11-02",
   "slug": "enso"
  },
  {
   "n": "Fibr AI",
   "u": "https://fibr.ai/",
   "w": "Fibr AI sells website personalization and experimentation to marketing teams, plus text versions of pages that help AI engines read and recommend a brand.",
   "w_u": "https://fibr.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Fibr changes what AI agents read on your website, so they can recommend you, and then measures whether they do.",
     "u": "https://fibr.ai/llm-visibility"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Fibr creates agent-ready pages from your existing content",
     "u": "https://fibr.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Fibr audits crawler access per bot, fixes CDN and firewall challenge screens",
     "u": "https://fibr.ai/llm-visibility"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Product pages shopping agents can choose.",
     "u": "https://fibr.ai/llm-visibility"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "For Agencies & Marketing Affiliates looking to empower brands with website optimization",
     "u": "https://fibr.ai/pricing"
    }
   },
   "product": "LLM Visibility",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "fibr-ai"
  },
  {
   "n": "Geo Pulse",
   "u": "https://sparkmaxx.com.br/solucao-geo-ia",
   "w": "Tool from an influencer marketing hub that monitors brands in ChatGPT, Gemini, Claude and Perplexity and maps sources and creators, for brands and agencies.",
   "w_u": "https://sparkmaxx.com.br/solucao-geo-ia",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "O sistema executa testes contínuos e automatizados nos principais modelos (ChatGPT, Gemini, Claude, Perplexity).",
     "u": "https://sparkmaxx.com.br/solucao-geo-ia"
    },
    "sources": {
     "v": "yes",
     "q": "Mapeamos os portais, fóruns, blogs e criadores de conteúdo de onde as IAs extraem as informações.",
     "u": "https://sparkmaxx.com.br/solucao-geo-ia"
    },
    "content": {
     "v": "partial",
     "q": "entrega plano de ação de marketing de influência para ampliar essa presença",
     "u": "https://www.meioemensagem.com.br/patrocinado/spark/como-saber-se-sua-marca-e-recomendada-por-ias"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "O único que une GEO com ativação de creators",
     "u": "https://sparkmaxx.com.br/solucao-geo-ia"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Mapeamos a jornada de dúvidas reais dos consumidores para o seu setor.",
     "u": "https://sparkmaxx.com.br/solucao-geo-ia"
    },
    "agency": {
     "v": "partial",
     "q": "Agência de publicidade",
     "u": "https://sparkmaxx.com.br/solucao-geo-ia"
    }
   },
   "hq": "Brazil",
   "hq_src": "https://sparkmaxx.com.br/",
   "founded": 2022,
   "founded_src": "https://app.dealroom.co/companies/human_data_br",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://propmark.com.br/digital/human-data-lanca-plataforma-para-medir-presenca-de-marcas-em-ias/"
   },
   "slug": "geo-pulse"
  },
  {
   "n": "GEO Workspace",
   "u": "https://www.chinamarketing.ai/",
   "w": "Self service workspace that tests Simplified Chinese questions across Chinese AI engines and monitors answers and sources, from a China marketing firm.",
   "w_u": "https://www.chinamarketing.ai/solutions/geo-workspace",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "monitor the same approved questions against a published baseline",
     "u": "https://www.chinamarketing.ai/solutions/geo-workspace"
    },
    "sources": {
     "v": "yes",
     "q": "Compare captured answers and returned sources across review cycles",
     "u": "https://www.chinamarketing.ai/solutions/geo-workspace"
    },
    "content": {
     "v": "partial",
     "q": "Which evidence gaps and content improvements merit attention.",
     "u": "https://www.chinamarketing.ai/solutions/geo-workspace"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generate and review natural Simplified-Chinese questions around real decisions",
     "u": "https://www.chinamarketing.ai/solutions/geo-workspace"
    },
    "agency": {
     "v": "partial",
     "q": "For portfolios, agencies and higher-volume GEO programmes.",
     "u": "https://www.chinamarketing.ai/pricing"
    }
   },
   "hq": "Singapore",
   "hq_src": "https://www.chinamarketing.ai/terms",
   "read": "2026-11-02",
   "slug": "geo-workspace-chinamarketing-ai"
  },
  {
   "n": "Getfluence",
   "u": "https://www.getfluence.com/",
   "w": "Marketplace for backlinks, sponsored articles and AI focused placements across media publishers, used by brands and agencies for SEO and AI citations.",
   "w_u": "https://www.getfluence.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See your brand through the eyes of the models",
     "u": "https://www.getfluence.com/"
    },
    "sources": {
     "v": "yes",
     "q": "maps every article already shaping those answers",
     "u": "https://www.getfluence.com/press-media-sponsored-content-solution/geo-ai-seo-optimization"
    },
    "content": {
     "v": "yes",
     "q": "AI-First™ articles built around the signals AI engines extract from and cite",
     "u": "https://www.getfluence.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Get published where it matters",
     "u": "https://www.getfluence.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "it generates every prompt your buyers ask both AI engines and search",
     "u": "https://www.getfluence.com/press-media-sponsored-content-solution/geo-ai-seo-optimization"
    },
    "agency": {
     "v": "yes",
     "q": "Run all your accounts from one place, take all the credit.",
     "u": "https://www.getfluence.com/"
    }
   },
   "product": "AI-First, SpotFinder, AI Visibility Analysis",
   "hq": "France",
   "hq_src": "https://www.getfluence.com/legal-notice",
   "founded": 2018,
   "founded_src": "https://www.getfluence.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.mind.eu.com/media/article/getfluence-lance-une-offre-de-visibilite-des-marques-dans-les-moteurs-ia/"
   },
   "slug": "getfluence"
  },
  {
   "n": "GMO NIKKO",
   "u": "https://www.koukoku.jp/",
   "w": "GMO NIKKO sells brands an AIO tool and consulting plans that report AI answer mentions and citations, diagnose pages and recommend fixes.",
   "w_u": "https://www.koukoku.jp/service/aio/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "自社サービスの言及率や引用率の推移や競合との比較レポート",
     "u": "https://www.koukoku.jp/service/aio/"
    },
    "sources": {
     "v": "yes",
     "q": "回答結果と引用元リンクを全て取得し",
     "u": "https://www.koukoku.jp/release/260803/"
    },
    "content": {
     "v": "yes",
     "q": "AIO最適化されたコンテンツ制作、既存記事のリライト、オリジナル調査に基づく記事作成まで対応可能です。",
     "u": "https://www.koukoku.jp/service/aio/"
    },
    "technical": {
     "v": "yes",
     "q": "全32項目に分類された評価内容と、結果に応じた具体的な対策内容までツール上で提示をします。",
     "u": "https://www.koukoku.jp/service/aio/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AIエージェントが商品を正確に認識・比較・推薦できる状態になっているかを確認",
     "u": "https://www.koukoku.jp/release/261008/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GMO AI最適化ブースト",
   "hq": "Japan",
   "hq_src": "https://www.koukoku.jp/about/",
   "founded": 1992,
   "founded_src": "https://www.koukoku.jp/about/",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://www.koukoku.jp/release/250801/"
   },
   "slug": "gmo-nikko"
  },
  {
   "n": "Gradial",
   "u": "https://gradial.com/",
   "w": "Gradial sells AI agents that run campaign, web and email work for enterprise marketing teams, including AI visibility monitoring and content updates.",
   "w_u": "https://gradial.com/solutions/organic-search",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions and owned-site citations across the same question set.",
     "u": "https://gradial.com/solutions/organic-search"
    },
    "sources": {
     "v": "yes",
     "q": "Show which owned and third-party pages are cited for these topics.",
     "u": "https://gradial.com/solutions/organic-search"
    },
    "content": {
     "v": "yes",
     "q": "Gradial turns search and AI visibility insights into content updates inside your existing CMS.",
     "u": "https://gradial.com/solutions/organic-search"
    },
    "technical": {
     "v": "yes",
     "q": "Check whether crawlers can access the critical content on these pages.",
     "u": "https://gradial.com/solutions/organic-search"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Gradial GEO",
   "hq": "United States",
   "hq_src": "https://www.geekwire.com/2026/gradial-raises-65m-as-startup-sees-rapid-growth-around-agentic-tools-for-enterprise-marketing/:",
   "founded": 2023,
   "founded_src": "https://www.geekwire.com/2026/gradial-raises-65m-as-startup-sees-rapid-growth-around-agentic-tools-for-enterprise-marketing/:",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "gradial"
  },
  {
   "n": "GrowLaw",
   "u": "https://growlaw.co/",
   "w": "Marketing agency for law firms selling SEO, paid ads, web design and AI search optimization, with a free AI visibility report.",
   "w_u": "https://growlaw.co/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how often top AI tools mention your law firm",
     "u": "https://growlaw.co/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Get cited and recommended when prospects ask ChatGPT, Perplexity, Gemini, and Google AI who to hire.",
     "u": "https://growlaw.co/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Advertising",
     "u": "https://growlaw.co/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Grader",
   "hq": "United States",
   "hq_src": "https://growlaw.co/",
   "founded": 2008,
   "founded_src": "https://growlaw.co/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "growlaw"
  },
  {
   "n": "Gushwork",
   "u": "https://www.gushwork.ai/",
   "w": "AI marketing agents for SMBs that create pages, build backlinks and run paid campaigns to win leads from Google and AI search.",
   "w_u": "https://www.gushwork.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Monitors visibility, AI bot activity, page performance, and inquiries, then refreshes pages",
     "u": "https://www.gushwork.ai/solutions/ai-search"
    },
    "sources": {
     "v": "partial",
     "q": "it studies what is currently showing up on Google, ChatGPT, and Perplexity",
     "u": "https://www.gushwork.ai/solutions/ai-search"
    },
    "content": {
     "v": "yes",
     "q": "Content, landing pages, and resources built for AI bots and human visitors.",
     "u": "https://www.gushwork.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Track everything that AI bots and human visitors do on your website.",
     "u": "https://www.gushwork.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Builds citations and backlinks from high-authority sources",
     "u": "https://www.gushwork.ai/solutions/ai-search"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Scans millions of real searches across Google and AI engines to surface the exact questions, comparisons, and product searches your buyers make",
     "u": "https://www.gushwork.ai/solutions/ai-search"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.gushwork.ai/",
   "read": "2026-11-02",
   "slug": "gushwork"
  },
  {
   "n": "Hootsuite",
   "u": "https://www.hootsuite.com",
   "w": "Hootsuite sells social and communications teams LLM Insights, which shows how brands and competitors appear in ChatGPT, Gemini, Claude and Perplexity.",
   "w_u": "https://www.hootsuite.com/whats-new/llm-insights",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track Visibility Score and Average Position to see how strongly your brand stands out in AI answers",
     "u": "https://www.hootsuite.com/whats-new/llm-insights-enhancements"
    },
    "sources": {
     "v": "yes",
     "q": "Use the Citations & Sources table to see which domains and sources shape what AI assistants say about your brand.",
     "u": "https://www.hootsuite.com/whats-new/llm-insights-enhancements"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Set Brand Perspective so your tracked prompts reflect how people actually search, not agency phrasing.",
     "u": "https://www.hootsuite.com/whats-new/llm-insights-enhancements"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "LLM Insights",
   "hq": "Canada",
   "hq_src": "https://www.theglobeandmail.com/business/article-hootsuite-canada-vancouver-ice-social-media-contract/",
   "founded": 2008,
   "founded_src": "https://www.hootsuite.com/about",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "hootsuite"
  },
  {
   "n": "Hostinger",
   "u": "https://www.hostinger.com/ai-visibility-checker",
   "w": "Hostinger gives website owners a free scan that checks whether ChatGPT and other AI tools can read a site and how to fix issues.",
   "w_u": "https://www.hostinger.com/ai-visibility-checker",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Most fixes take minutes, such as adding a canonical tag or an llms.txt file.",
     "u": "https://www.hostinger.com/ai-visibility-checker"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility Checker",
   "founded": 2004,
   "founded_src": "https://www.hostinger.com/about",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "hostinger"
  },
  {
   "n": "HubSpot",
   "u": "https://www.hubspot.com/products/aeo",
   "w": "AEO tool inside HubSpot that tracks brand visibility, share of voice and citations in ChatGPT, Gemini and Perplexity and recommends fixes.",
   "w_u": "https://www.hubspot.com/products/aeo",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Continuously monitor your brand visibility score across ChatGPT, Gemini, and Perplexity to see how often you appear in AI answers.",
     "u": "https://www.hubspot.com/products/aeo"
    },
    "sources": {
     "v": "yes",
     "q": "Citation analysis shows you which domains, pages, and content types are showing up in AI answers for your brand and competitors.",
     "u": "https://www.hubspot.com/products/aeo"
    },
    "content": {
     "v": "yes",
     "q": "it tells you what content to create or update to close it, right inside HubSpot.",
     "u": "https://www.hubspot.com/products/aeo"
    },
    "pr": {
     "v": "partial",
     "q": "prioritized recommendations so you know when to create a new page, fix a technical gap, publish a video, or reach out to third-party sites.",
     "u": "https://www.hubspot.com/products/aeo"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "CRM-powered prompt suggestions: Instead of manual guesswork, HubSpot suggests prompts based on what it already knows about your business and buyers.",
     "u": "https://www.hubspot.com/company-news/hubspot-aeo"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "HubSpot AEO",
   "hq": "United States",
   "hq_src": "https://ir.hubspot.com/news-releases/news-release-details/hubspot-reports-strong-q4-and-full-year-2025-results/",
   "founded": 2006,
   "founded_src": "https://www.hubspot.com/our-story",
   "tier": 1,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-02",
    "src": "https://www.hubspot.com/company-news/from-seo-to-lmo-hubspot-launches-the-first-free-tool-for-ai-discovery"
   },
   "slug": "hubspot-aeo-beta"
  },
  {
   "n": "IONOS",
   "u": "https://www.ionos.com/momentum/ai-search-manager",
   "w": "IONOS sells small businesses a tool that optimizes SEO, ads and listings and checks how ChatGPT, Gemini and Perplexity describe them.",
   "w_u": "https://www.ionos.com/momentum/ai-search-manager",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your visibility in ChatGPT, Perplexity, and Google Gemini is now checked every month",
     "u": "https://www.ionos.com/momentum/ai-search-manager"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Get better results on Google, ChatGPT, and beyond with clear, do-this-next recommendations.",
     "u": "https://www.ionos.com/momentum/ai-search-manager"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Search Manager",
   "hq": "Germany",
   "hq_src": "https://www.ionos-group.com/investor-relations/newsroom/ionos-momentum-europes-new-ecosystem-for-artificial-intelligence-in-smbs.html",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "ionos"
  },
  {
   "n": "Itera",
   "u": "https://itera.co.jp/",
   "w": "Tokyo marketing technology company selling LLMOチェキ, software that measures and improves brand citations across AI engines, plus related LLMO services.",
   "w_u": "https://itera.co.jp/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI Overview・Gemini・ChatGPTなど8つのAIエンジンを横断し、ブランドの言及・引用を統計計測。",
     "u": "https://itera.co.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "AIが参考にしたページを16種類に分類して一覧化。",
     "u": "https://llmocheki.com/"
    },
    "content": {
     "v": "yes",
     "q": "構成案から本文・図解・FAQ Schemaまで作成し、そのまま公開。",
     "u": "https://llmocheki.com/"
    },
    "technical": {
     "v": "yes",
     "q": "AIクローラー解析",
     "u": "https://llmocheki.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AIショッピング推奨分析",
     "u": "https://llmocheki.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "自社・競合サイトの読解から計測用の質問文を最大100本自動設計する機能を提供開始",
     "u": "https://itera.co.jp/"
    },
    "agency": {
     "v": "yes",
     "q": "紹介、再販、ホワイトラベル（OEM）の3つのモデルです。",
     "u": "https://itera.co.jp/news/llmocheki-whitelabel-partner"
    }
   },
   "product": "LLMOチェキ",
   "hq": "Japan",
   "hq_src": "https://itera.co.jp/company",
   "founded": 2025,
   "founded_src": "https://itera.co.jp/company",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://itera.co.jp/news/llmocheki-launch"
   },
   "slug": "itera"
  },
  {
   "n": "Jasper",
   "u": "https://www.jasper.ai/",
   "w": "Enterprise AI marketing agent platform with a GEO module that measures AI answer-engine visibility and generates citation-ready content.",
   "w_u": "https://www.jasper.ai/geo",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how your brand performs across every major AI answer engine",
     "u": "https://www.jasper.ai/geo"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor citation rates, identify content gaps, and generate governed content that AI will actually cite.",
     "u": "https://www.jasper.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Most tools stop at monitoring. Jasper generates content AI engines actually cite.",
     "u": "https://www.jasper.ai/geo"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Includes advanced AI features to create content for multiple brands & collaborate on campaigns.",
     "u": "https://www.jasper.ai/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "GEO & AI Optimization",
   "hq": "United States",
   "hq_src": "https://www.jasper.ai/legal/terms",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "jasper"
  },
  {
   "n": "Jellyfish Share of Model",
   "u": "https://shareofmodel.ai/",
   "w": "Jellyfish platform measuring brand perception and visibility in LLMs, with citation analysis, asset testing and campaign activation.",
   "w_u": "https://shareofmodel.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Self-serve plan for SEO teams who just need core metrics. Track AI visibility and sentiment with flexible, focused access.",
     "u": "https://shareofmodel.ai/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Citation source analysis",
     "u": "https://shareofmodel.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Optimization recommendations",
     "u": "https://shareofmodel.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Partners powered by Share of Model™",
     "u": "https://shareofmodel.ai/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Share of Model™ Platform",
   "hq": "United Kingdom",
   "hq_src": "https://shareofmodel.ai/terms-and-conditions",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "share-of-model"
  },
  {
   "n": "Lumenario",
   "u": "https://www.lumenario.com/",
   "w": "AEO agents that find AI visibility gaps, write and fact check answers and publish them on a brand subdomain, for regulated and consumer brands.",
   "w_u": "https://www.lumenario.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measures visibility, citations, and engagement against a defined baseline before the next decision.",
     "u": "https://www.lumenario.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Measures visibility, citations, and engagement against a defined baseline",
     "u": "https://www.lumenario.com/"
    },
    "content": {
     "v": "yes",
     "q": "writes answers with every claim checked against your approved sources",
     "u": "https://www.lumenario.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Lightweight node delivery designed for instant indexing by OpenAI, Anthropic, and Google crawlers.",
     "u": "https://www.lumenario.com/"
    },
    "pr": {
     "v": "yes",
     "q": "18 Reddit and Quora threads where buyers compare options",
     "u": "https://www.lumenario.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Scans search data, AI prompts, and customer questions to find where your brand is missing.",
     "u": "https://www.lumenario.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.lumenario.com/about",
   "founded": 2026,
   "founded_src": "https://www.lumenario.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "lumenario"
  },
  {
   "n": "MarketNOW",
   "u": "https://marketnow.biz/",
   "w": "Marketing platform for teams and agencies combining SEO tools, AI visibility tracking, lead intelligence, email, social publishing and PPC management.",
   "w_u": "https://marketnow.biz/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Ask ChatGPT, Perplexity, Gemini and Claude which brands lead for your keywords.",
     "u": "https://marketnow.biz/"
    },
    "sources": {
     "v": "yes",
     "q": "The websites and pages an AI engine cited for its answer, when source information is available.",
     "u": "https://marketnow.biz/geo-tools/"
    },
    "content": {
     "v": "yes",
     "q": "an AEO audit scores a page on seven criteria and gives an action plan sorted by effort",
     "u": "https://marketnow.biz/geo-tools/"
    },
    "technical": {
     "v": "partial",
     "q": "Scores one page on seven criteria, including FAQ schema, question-form headings, a direct-answer block and People Also Ask coverage.",
     "u": "https://marketnow.biz/geo-tools/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Multi-brand GEO tracking",
     "u": "https://marketnow.biz/"
    }
   },
   "read": "2026-11-02",
   "slug": "marketnow"
  },
  {
   "n": "Metaflow AI",
   "u": "https://metaflow.life/",
   "w": "AI marketing agents for growth teams that run SEO, AEO, paid ads, Reddit engagement and outbound work.",
   "w_u": "https://metaflow.life/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See your AI visibility, competitor ad playbooks, and what to fix first",
     "u": "https://metaflow.life/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Thought leadership built for SEO and AEO",
     "u": "https://metaflow.life/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Improve brand presence and relevance in Communities.",
     "u": "https://metaflow.life/"
    },
    "commerce": {
     "v": "partial",
     "q": "Paid ads across Google, Meta, YouTube, LinkedIn, Reddit, and ChatGPT",
     "u": "https://metaflow.life/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://metaflow.life/",
   "founded": 2023,
   "founded_src": "https://metaflow.life/changelog",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "metaflow-ai"
  },
  {
   "n": "Milestone",
   "u": "https://www.milestoneinternet.com/",
   "w": "Digital experience platform with CMS, schema tools and AI visibility tracking, plus GEO services, for hotels, banks, retailers and other multi location brands.",
   "w_u": "https://www.milestoneinternet.com/products/geo-intelligence-platform",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Discover how AI engines see your brand, track your AI search visibility, and know exactly what to improve.",
     "u": "https://www.milestoneinternet.com/products/geo-intelligence-platform"
    },
    "sources": {
     "v": "yes",
     "q": "Track the top citation sources for your brand and your competitors, and benchmark how often you are referenced.",
     "u": "https://www.milestoneinternet.com/products/geo-intelligence-platform"
    },
    "content": {
     "v": "yes",
     "q": "Generate AI-optimized content built around the entities, topics, and prompts GEO flags.",
     "u": "https://www.milestoneinternet.com/products/geo-intelligence-platform"
    },
    "technical": {
     "v": "yes",
     "q": "Technical audit with findings and recommendations",
     "u": "https://www.milestoneinternet.com/services/geo-services"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Track and Manage Prompts",
     "u": "https://www.milestoneinternet.com/products/geo-platform"
    },
    "agency": {
     "v": "yes",
     "q": "Website, SEO and digital marketing platforms for agencies and resellers.",
     "u": "https://www.milestoneinternet.com/"
    }
   },
   "product": "GEO Intelligence Platform",
   "hq": "United States",
   "hq_src": "https://www.milestoneinternet.com/",
   "founded": 1998,
   "founded_src": "https://www.linkedin.com/company/milestone-internet-marketing",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/milestone-internet-marketing_milestone-geo-intelligence-platform-activity-7404920410007392256-VscD"
   },
   "slug": "milestone"
  },
  {
   "n": "Miracly",
   "u": "https://www.miracly.ai/",
   "w": "Miracly studies the questions people ask AI, then writes and publishes pages so businesses get cited by ChatGPT, Claude, Gemini and Perplexity.",
   "w_u": "https://www.miracly.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your performance in AI search in real time: every question, every agent, your position in the answer.",
     "u": "https://www.miracly.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citation checker",
     "u": "https://www.miracly.ai/"
    },
    "content": {
     "v": "yes",
     "q": "It checks your site, tracks how AI talks about you, and writes and publishes the pages for you.",
     "u": "https://www.miracly.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler visits to your site",
     "u": "https://www.miracly.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Studies the questions people ask AI.",
     "u": "https://www.miracly.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies have their own plans; switch the pricing page to \"Agency\" to see them.",
     "u": "https://www.miracly.ai/"
    }
   },
   "hq": "Sweden / Singapore",
   "hq_src": "https://tech.eu/2026/10/14/miracly-launches-with-eur18m-to-automate-ai-powered-marketing/",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "miracly"
  },
  {
   "n": "Mod Op",
   "u": "https://www.modop.com/",
   "w": "Full service marketing agency that offers a free GEO audit tool and paid GEO programs covering content, earned media and community for brands.",
   "w_u": "https://geo.modop.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how your brand's AI presence changes over time with prompt-level tracking.",
     "u": "https://geo.modop.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Knowledge-graph-aligned content recommendations, schema implementation, and structured data optimization.",
     "u": "https://geo.modop.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Knowledge-graph-aligned content recommendations, schema implementation, and structured data optimization.",
     "u": "https://geo.modop.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "one coordinated program across content, brand, earned media, and community",
     "u": "https://geo.modop.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Maps specific actions across content, brand, authority, and community dimensions to your priority prompt territories.",
     "u": "https://geo.modop.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO audit",
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2026/07/28/3334300/0/en/mod-op-unveils-orion-a-connected-intelligence-platform-redefining-the-creative-agency-model-for-the-ai-era.html",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "mod-op"
  },
  {
   "n": "NotFair Plugin",
   "u": "https://github.com/nowork-studio/notfair-plugin",
   "w": "Plugin giving AI coding agents 48 skills for SEO, GEO, paid ads, analytics, WordPress and CRM work.",
   "w_u": "https://github.com/nowork-studio/notfair-plugin",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Improve content for citation and visibility in ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews",
     "u": "https://github.com/nowork-studio/notfair-plugin"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "One is a clinic owner taking his ads in-house. The other is an agency that runs ads for its clients.",
     "u": "https://notfair.co"
    }
   },
   "read": "2026-11-02",
   "slug": "notfair-plugin"
  },
  {
   "n": "nxttool",
   "u": "https://www.nxttool.com/",
   "w": "Brand hub for teams and agencies that generates on brand text and images, with grounding pages and GEO monitoring.",
   "w_u": "https://www.nxttool.com/system/features/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Es prüft mit wiederkehrenden Fragen, ob und wie die Marke in KI-Antworten vorkommt.",
     "u": "https://www.nxttool.com/system/features/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Grounding Pages zu Marke, Produkten und Organisation",
     "u": "https://www.nxttool.com/system/features/"
    },
    "technical": {
     "v": "yes",
     "q": "Schema.org-Daten, FAQ-Generator und automatische Alt-Texte",
     "u": "https://www.nxttool.com/system/features/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Aus derselben Basis entstehen die Fragen für das GEO-Monitoring.",
     "u": "https://www.nxttool.com/system/features/"
    },
    "agency": {
     "v": "yes",
     "q": "Agenturen und Systempartner betreuen viele Marken gleichzeitig.",
     "u": "https://www.nxttool.com/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.nxttool.com/ueber-uns/",
   "read": "2026-11-02",
   "slug": "nxttool"
  },
  {
   "n": "Optimizely",
   "u": "https://www.optimizely.com/",
   "w": "Optimizely sells marketing teams AI agents that audit pages for AI search readiness, generate schema and FAQ content and report on citations.",
   "w_u": "https://docs.optimizely.com/agent-platform/docs/geo-recommendations-agent",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "This agent connects to Profound's AI search tracking data",
     "u": "https://www.optimizely.com/field-notes/articles/optimizely-opal-helps-improve-ai-visibility-heres-how"
    },
    "sources": {
     "v": "partial",
     "q": "Research Surfacer: know what's being cited before your competitors do",
     "u": "https://www.optimizely.com/field-notes/articles/optimizely-opal-helps-improve-ai-visibility-heres-how"
    },
    "content": {
     "v": "yes",
     "q": "This agent creates structured Q&A content formatted for featured snippets and AI-generated answers.",
     "u": "https://www.optimizely.com/field-notes/articles/optimizely-opal-helps-improve-ai-visibility-heres-how"
    },
    "technical": {
     "v": "yes",
     "q": "It checks LLM crawler accessibility, Core Web Vitals, schema markup, content structure, and citation readiness.",
     "u": "https://www.optimizely.com/field-notes/articles/optimizely-opal-helps-improve-ai-visibility-heres-how"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Optimizely Opal GEO agents",
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/optimizely-announces-first-geo-ready-cms-future-proofs-for-ai-powered-discovery-302516169.html",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "optimizely"
  },
  {
   "n": "p.ready_Market",
   "u": "https://p-ready.com/",
   "w": "Market access toolkit for DACH mid sized firms with positioning and customer modules, plus an AI visibility audit and monitoring.",
   "w_u": "https://p-ready.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wir stellen ChatGPT, Perplexity, Gemini, Claude und Google die Kauf-Fragen deiner Kategorie, jede mehrfach",
     "u": "https://p-ready.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Werden wir von KI-Antwortmaschinen genannt, empfohlen und zitiert?",
     "u": "https://p-ready.com/"
    },
    "content": {
     "v": "partial",
     "q": "KI-Sichtbarkeits-Audit Werden wir von KI-Antwortmaschinen genannt, empfohlen und zitiert?",
     "u": "https://p-ready.com/"
    },
    "technical": {
     "v": "partial",
     "q": "prüfen, ob die Maschinen deine Website lesen dürfen",
     "u": "https://p-ready.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://p-ready.com/impressum",
   "read": "2026-11-02",
   "slug": "p-ready-market"
  },
  {
   "n": "Pixis",
   "u": "https://pixis.ai/products/pixis-visibility/",
   "w": "Tracks how AI answers describe a brand and why competitors get cited, then optimizes content and runs outreach for placements.",
   "w_u": "https://pixis.ai/products/pixis-visibility/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI answers describe your brand, understand why competitors get cited instead of you, and close the gap.",
     "u": "https://pixis.ai/products/pixis-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand where you appear, why competitors get cited, and how to win visibility across every AI engine.",
     "u": "https://pixis.ai/products/pixis-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "SEO and GEO in one workflow.",
     "u": "https://pixis.ai/products/pixis-visibility/"
    },
    "pr": {
     "v": "yes",
     "q": "Pixis seeds answers and earns placements on the publications AI engines pull from, and runs the outreach from one place.",
     "u": "https://pixis.ai/products/pixis-visibility/"
    },
    "agency": {
     "v": "yes",
     "q": "How agencies and brands win with Pixis.",
     "u": "https://pixis.ai/products/pixis-visibility/"
    },
    "technical": {
     "v": "partial",
     "q": "Full Technical SEO | Core Web Vitals, broken URLs, crawl errors, internal links, sitemaps, robots.txt and images",
     "u": "https://pixis.ai/products/pixis-visibility"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Pixis Visibility",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "pixis-visibility"
  },
  {
   "n": "Ploy AI",
   "u": "https://ploy.ai/",
   "w": "Ploy sells a website builder and marketing agents to growth teams, including AEO that tracks citations across AI engines and rewrites pages.",
   "w_u": "https://ploy.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily queries across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews log every citation.",
     "u": "https://ploy.ai/features/answer-engine-optimization"
    },
    "sources": {
     "v": "yes",
     "q": "Ploy connects each citation to the source page the answer engine referenced",
     "u": "https://ploy.ai/features/answer-engine-optimization"
    },
    "content": {
     "v": "yes",
     "q": "When citations drop on a page, Ploy rewrites the section that lost relevance and re-indexes within hours.",
     "u": "https://ploy.ai/features/answer-engine-optimization"
    },
    "technical": {
     "v": "yes",
     "q": "Every page scanned for AI-search gaps — missing schema, weak direct answers, no FAQ, poor structure.",
     "u": "https://ploy.ai/features/answer-engine-optimization"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label citation reports your clients can log into",
     "u": "https://ploy.ai/features/answer-engine-optimization"
    }
   },
   "product": "Answer Engine Optimization",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://ploy.ai/blog/ploy-raises-27m"
   },
   "slug": "ploy-ai"
  },
  {
   "n": "Prefero AI",
   "u": "https://prefero.ai/",
   "w": "AI marketing agents for local businesses that handle search visibility on Google and AI assistants, inquiries, rebooking and reporting.",
   "w_u": "https://prefero.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Get your free AI visibility check",
     "u": "https://prefero.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "accurate listings, strong reviews, and content that matches what people ask",
     "u": "https://prefero.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Local directory listings kept consistent",
     "u": "https://prefero.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Lila (Prefero AI Search Optimization) and Free AI Visibility Check",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "prefero-ai"
  },
  {
   "n": "Pressmaster.ai",
   "u": "https://pressmaster.ai/",
   "w": "Pressmaster.ai sells AI agents to people who want to publish thought leadership content. The agents research trends, interview the user and draft posts and articles in the user's voice for review. Add-ons syndicate articles to news outlets and host a brand newsroom on the user's own domain.",
   "w_u": "https://www.pressmaster.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "optimize for SEO or AEO",
     "u": "https://pressmaster.ai/article"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "your release gets referenced by AI tools including ChatGPT, Claude, and Perplexity",
     "u": "https://docs.pressmaster.ai/integrations/marketplace"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Manage multiple client workspaces",
     "u": "https://www.pressmaster.ai/pricing"
    }
   },
   "tier": 3,
   "also_on": "pr-software",
   "read": "2026-10-30",
   "slug": "pressmaster-ai"
  },
  {
   "n": "Quaryan",
   "u": "https://quaryan.com/",
   "w": "Marketing hub for websites and apps that measures Google, AI answers, reviews, ads and social, and writes fixes, keywords and ad texts.",
   "w_u": "https://quaryan.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Quaryan's free AI visibility checker tells you whether ChatGPT names your website, names your competitors, or names nobody",
     "u": "https://quaryan.com/"
    },
    "sources": {
     "v": "partial",
     "q": "whether it linked your website as a source, the sentence it used, and which websites it recommended instead",
     "u": "https://quaryan.com/"
    },
    "content": {
     "v": "yes",
     "q": "Your site written to be quoted, and checked monthly for your name.",
     "u": "https://quaryan.com/"
    },
    "technical": {
     "v": "yes",
     "q": "whether your robots.txt lets ChatGPT's crawlers read your site at all",
     "u": "https://quaryan.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "A separate workspace for each client",
     "u": "https://quaryan.com/"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://quaryan.com/terms",
   "read": "2026-11-02",
   "slug": "quaryan"
  },
  {
   "n": "RD Station",
   "u": "https://www.rdstation.com/",
   "w": "RD Station gives businesses a free tool that reports how ChatGPT and Gemini interpret a brand, with sentiment and competitor comparison.",
   "w_u": "https://www.rdstation.com/ferramentas/analise-geo/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "O quanto a sua marca é mencionada nas plataformas de IA, dentro do contexto do seu segmento e localização",
     "u": "https://www.rdstation.com/ferramentas/analise-geo/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "insights para direcionar a sua estratégia GEO",
     "u": "https://www.rdstation.com/ferramentas/analise-geo/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Radar GEO",
   "hq": "Brazil",
   "hq_src": "https://pt.linkedin.com/posts/arthurigreja_com-sede-em-florian%C3%B3polis-sc-a-rd-station-activity-6775176241180884992-o_y9",
   "founded": 2011,
   "founded_src": "https://br.linkedin.com/company/rd-station",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-11",
    "src": "https://www.nsctotal.com.br/colunistas/estela-benetti/rd-station-lanca-produtos-para-marketing-digital-orientado-por-ia"
   },
   "slug": "rd-station"
  },
  {
   "n": "Reputation",
   "u": "https://reputation.com/",
   "w": "Reputation management software for multi location brands covering reviews, listings and surveys, with a GEO readiness report and AI readable location pages.",
   "w_u": "https://reputation.com/about",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Your GEO Readiness Report gives you a clear view of how your brand shows up across the signals that shape AI-powered discovery.",
     "u": "https://reputation.com/solutions/use-cases/be-the-answer"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Give answer engines clear structure, local content, FAQs, and trusted business information.",
     "u": "https://reputation.com/solutions/use-cases/be-the-answer"
    },
    "technical": {
     "v": "yes",
     "q": "Local Business, Review, and FAQ Page schema, JSON-LD, and llms.txt built into every page",
     "u": "https://reputation.com/platform/pages"
    },
    "pr": {
     "v": "partial",
     "q": "Ensure accurate, AI-readable business information across every major directory and map provider.",
     "u": "https://reputation.com/solutions/use-cases/improve-visibility-in-the-era-of-ai"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Readiness Audit",
   "hq": "United States",
   "hq_src": "https://reputation.com/resources/press/reputation-launches-ai-platform-that-puts-enterprise-brands-in-control-of-ai-search-representation",
   "founded": 2006,
   "founded_src": "https://reputation.com/resources/press/from-search-rankings-to-ai-answers-reputation-marks-20-years-by-defining-how-brands-build-trust-get-found-and-drive-revenue-in-the-ai-era",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025",
    "src": "https://reputation.com/resources/press/reputation-unveils-new-ai-powered-products-and-features-for-next-level-brand-intelligence-03d3a"
   },
   "slug": "reputation"
  },
  {
   "n": "Ringsy",
   "u": "https://ringsy.ai/",
   "w": "Software for local businesses that posts to social platforms, captures leads and reviews, and checks AI assistant recommendations on one plan.",
   "w_u": "https://ringsy.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monthly check: do ChatGPT-style assistants recommend you, who they name instead, and what to fix",
     "u": "https://ringsy.ai/pricing"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "your page is written so AI assistants can read it.",
     "u": "https://ringsy.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "plus a plain-text summary at https://ringsy.ai/business/{slug}/llms.txt",
     "u": "https://ringsy.ai/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Ten locations or more, or you resell social media to your own clients.",
     "u": "https://ringsy.ai/"
    }
   },
   "product": "AI visibility",
   "hq": "United States",
   "hq_src": "https://ringsy.ai/press",
   "founded": 2025,
   "founded_src": "https://ringsy.ai/press",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ringsy"
  },
  {
   "n": "Salespeak",
   "u": "https://salespeak.ai/",
   "w": "Keeps one current company knowledge layer for B2B go-to-market teams and serves it to website visitors, buyer AI agents and internal AI systems.",
   "w_u": "https://salespeak.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Salespeak Agent Optimizer helps you identify those gaps and deliver clearer, governed information to agents—without rebuilding your website.",
     "u": "https://salespeak.ai/agent-optimizer/"
    },
    "technical": {
     "v": "yes",
     "q": "Automated requests from identified AI agents or crawlers.",
     "u": "https://salespeak.ai/agent-analytics/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "salespeak"
  },
  {
   "n": "Scaloom",
   "u": "https://scaloom.com/",
   "w": "AI Reddit marketing tool that posts and comments on Reddit for you and tracks your rank in ChatGPT, Gemini, Perplexity and Claude.",
   "w_u": "https://scaloom.com/llms.txt",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where your product appears in AI answers across ChatGPT, Gemini, Perplexity, and Claude.",
     "u": "https://scaloom.com/llms.txt"
    },
    "sources": {
     "v": "partial",
     "q": "Scaloom finds relevant Reddit pages already visible in Google or AI answers",
     "u": "https://scaloom.com/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "Join Reddit pages already winning in Google and AI search",
     "u": "https://scaloom.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Scaloom finds relevant Reddit pages already visible in Google or AI answers, surfaces keyword and content gaps, then writes and publishes useful comments or original posts on those pages automatically.",
     "u": "https://scaloom.com/llms.txt"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Scaloom AI Rank Tracking and GEO Reddit Opportunities",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "scaloom"
  },
  {
   "n": "Scriptbee",
   "u": "https://www.scriptbee.ai/",
   "w": "Sales intelligence platform for B2B revenue teams with AI agents for AI search visibility, content, visitor identification and automated outbound.",
   "w_u": "https://www.scriptbee.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your Visibility Agent tracks where your brand appears on AI search platforms",
     "u": "https://www.scriptbee.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Your Visibility Agent analyzes citation gaps",
     "u": "https://www.scriptbee.ai/"
    },
    "content": {
     "v": "yes",
     "q": "your Content Agent creates and optimises content that drives high-intent traffic from both AI search and Google",
     "u": "https://www.scriptbee.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Optimize AEO structure: scriptbee.ai",
     "u": "https://www.scriptbee.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Engage on reddit.com",
     "u": "https://www.scriptbee.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI-ranked by search volume",
     "u": "https://www.scriptbee.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Manage all your clients from one platform.",
     "u": "https://www.scriptbee.ai/agencies"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.scriptbee.ai/imprint",
   "read": "2026-11-02",
   "slug": "scriptbee"
  },
  {
   "n": "Shipfound",
   "u": "https://www.shipfound.co/",
   "w": "Plugin for Claude Code and Codex that ships daily growth changes, including SEO and AI search fixes, for founders who built a product.",
   "w_u": "https://www.shipfound.co/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask ChatGPT, Claude and Google's AI Mode what your buyers ask, and show who they name.",
     "u": "https://www.shipfound.co/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Fixes and new pages that move you up on Google and into ChatGPT's answers, each a pull request.",
     "u": "https://www.shipfound.co/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Listed in the directories and marketplaces your buyers and AI answers use",
     "u": "https://www.shipfound.co/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "shipfound"
  },
  {
   "n": "Siteimprove",
   "u": "https://www.siteimprove.com/toolkit/aeo-checker/",
   "w": "Enterprise accessibility, search and analytics platform; free AEO checker and a Search module tracking AI answer citations and competitors.",
   "w_u": "https://www.siteimprove.com/toolkit/aeo-checker/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how you show up across search and AI answer engines, track citations and competitors",
     "u": "https://www.siteimprove.com/toolkit/aeo-checker/"
    },
    "sources": {
     "v": "yes",
     "q": "track AI citations, prompts, share of voice, and sentiment across answer engines",
     "u": "https://www.siteimprove.com/press/siteimprove-launches-advanced-aeo-insights-for-ai-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "Run your domain through our checker to see what AI search engines can find and cite you.",
     "u": "https://www.siteimprove.com/toolkit/aeo-checker/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "track AI citations, prompts, share of voice, and sentiment across answer engines",
     "u": "https://www.siteimprove.com/press/siteimprove-launches-advanced-aeo-insights-for-ai-visibility/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Siteimprove.ai Search",
   "hq": "Denmark",
   "hq_src": "https://www.nordiccapital.com/insights/press-releases/siteimprove-partners-with-nordic-capital-to-accelerate-growth/",
   "founded": 2003,
   "founded_src": "https://news.bloomberglaw.com/mergers-and-acquisitions/nordic-capital-buys-majority-stake-in-danish-firm-siteimprove",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-04",
    "src": "https://www.siteimprove.com/press/siteimprove-launches-advanced-aeo-insights-for-ai-visibility/"
   },
   "slug": "siteimprove-ai-ai-readiness-aeo-checker"
  },
  {
   "n": "Slate",
   "u": "https://slatehq.com/",
   "w": "AI search and SEO platform: tracks rankings and LLM citations, then agents refresh content, build pages and run outreach.",
   "w_u": "https://slatehq.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track share of voice and citations across the major LLMs.",
     "u": "https://slatehq.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Track share of voice and citations across the major LLMs.",
     "u": "https://slatehq.com/"
    },
    "content": {
     "v": "yes",
     "q": "Refreshes content, creates new pages, optimizes on-page elements, builds internal links and pushes finished work into your CMS.",
     "u": "https://slatehq.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Surfaces brand mentions, unlinked mentions, backlink opportunities, placements, community conversations and digital PR opportunities.",
     "u": "https://slatehq.com/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "For agencies running growth across multiple client brands.",
     "u": "https://slatehq.com/pricing"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Analytics",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/slatehq-ai_day-1-activity-7389920923019145217-9xyF",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/slatehq-ai_day-1-activity-7389920923019145217-9xyF",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://slatehq.com/blog/story-behind-slate"
   },
   "slug": "slate"
  },
  {
   "n": "SMALK",
   "u": "https://www.smalk.ai/",
   "w": "Advertising platform that sells contextual publisher ads and AI platform ads to brands and agencies, with AI citation and crawler analytics.",
   "w_u": "https://www.smalk.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI citations, measure ChatGPT share of voice",
     "u": "https://www.smalk.ai/ai-analytics"
    },
    "sources": {
     "v": "yes",
     "q": "Smalk tracks the media sources LLMs use in real time",
     "u": "https://www.smalk.ai/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Smalk separates AI crawlers from human visitors",
     "u": "https://www.smalk.ai/ai-analytics"
    },
    "pr": {
     "v": "partial",
     "q": "Activate contextual ads on our Publisher Citation Network",
     "u": "https://www.smalk.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Buy AI Platform Ads alongside the answer",
     "u": "https://www.smalk.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Plan your clients’ AI search campaigns from consideration to conversion.",
     "u": "https://www.smalk.ai/"
    }
   },
   "hq": "France",
   "hq_src": "https://www.mind.eu.com/media/article/gea-smalk-ai-prevoit-de-lancer-sa-dsp-et-lachat-programmatique-a-la-rentree/",
   "founded": 2025,
   "founded_src": "https://www.mind.eu.com/media/article/gea-smalk-ai-prevoit-de-lancer-sa-dsp-et-lachat-programmatique-a-la-rentree/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-03",
    "src": "https://wordpress.org/plugins/smalk-ai-analytics/"
   },
   "slug": "smalk"
  },
  {
   "n": "SOCi",
   "u": "https://www.soci.ai/",
   "w": "AI agents that manage local search, social media, reviews and listings for multi location enterprise brands, including visibility in AI assistants.",
   "w_u": "https://www.soci.ai/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Genius Local Search Agent monitors, decides, and publishes across Google and ChatGPT.",
     "u": "https://www.soci.ai/genius-search/"
    },
    "sources": {
     "v": "partial",
     "q": "AI platforms reference business listings and local page content to inform their answers",
     "u": "https://www.soci.ai/genius-search/"
    },
    "content": {
     "v": "yes",
     "q": "updating local page elements like metadata, titles, and FAQ schema to match local search intent",
     "u": "https://www.soci.ai/genius-search/"
    },
    "technical": {
     "v": "partial",
     "q": "FAQ schema to match local search intent",
     "u": "https://www.soci.ai/genius-search/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Reseller | Referral",
     "u": "https://www.soci.ai/"
    }
   },
   "product": "Local Search Agent; AI Visibility Snapshot",
   "hq": "United States",
   "hq_src": "https://www.prnewswire.com/news-releases/soci-raises-120m-accelerates-vision-of-redefining-marketing-software-301763677.html",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "soci"
  },
  {
   "n": "Sona",
   "u": "https://www.sona.com/",
   "w": "Marketing measurement platform that connects AI prompts to cited pages and pipeline, with attribution, for marketing and go-to-market teams.",
   "w_u": "https://www.sona.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your share of voice across ChatGPT, Perplexity & Google AI, by prompt and competitor.",
     "u": "https://www.sona.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which AI questions cite your pages",
     "u": "https://www.sona.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Agent Analytics",
     "u": "https://www.sona.com/ai-visibility"
    },
    "pr": {
     "v": "partial",
     "q": "Free Reddit Threads Finder",
     "u": "https://www.sona.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Discover what buyers are actually asking AI about your category",
     "u": "https://www.sona.com/ai-visibility"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Partners",
     "u": "https://www.sona.com/"
    }
   },
   "product": "Sona AI Visibility",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/sonalabs",
   "founded": 2018,
   "founded_src": "https://linkedin.com/company/sonalabs",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sona"
  },
  {
   "n": "Sprinklr",
   "u": "https://www.sprinklr.com/",
   "w": "Sprinklr sells enterprise teams LLM Insights, which tracks brand visibility, sentiment and sources across AI engines and recommends content and community actions.",
   "w_u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Benchmark against competitors on every prompt that matters.",
     "u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/"
    },
    "sources": {
     "v": "yes",
     "q": "Understand how LLMs position your brand – visibility, sentiment, preference, and sources",
     "u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/"
    },
    "content": {
     "v": "yes",
     "q": "Develop website, product, and marketing campaigns content aligned to the exact questions customers ask AI",
     "u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Publish strategically across trusted sources such as LinkedIn, Reddit, and more to strengthen the signals LLMs use",
     "u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Sprinklr exclusively builds prompts using real customer conversations across social, care, search communities, & reviews",
     "u": "https://www.sprinklr.com/products/consumer-intelligence/llm-insights/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "LLM Insights",
   "hq": "United States",
   "hq_src": "https://investors.sprinklr.com/financial-information/all-sec-filings/content/0001569345-26-000011/0001569345-26-000011.pdf",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "sprinklr"
  },
  {
   "n": "StoryChief",
   "u": "https://www.storychief.io/",
   "w": "Content marketing platform for planning, writing, approving and publishing, with an AI visibility tracker, for marketing teams and agencies.",
   "w_u": "https://www.storychief.io/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, citations, and competitors across five AI platforms.",
     "u": "https://www.storychief.io/ai-visibility-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "Compare competitors, inspect cited pages, and understand which questions need your attention.",
     "u": "https://www.storychief.io/ai-visibility-tracker"
    },
    "content": {
     "v": "yes",
     "q": "SEO and AI-ready articles",
     "u": "https://www.storychief.io/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "StoryChief uses your Company Knowledge to suggest relevant prompts.",
     "u": "https://www.storychief.io/ai-visibility-tracker"
    },
    "agency": {
     "v": "yes",
     "q": "Compare Starter, Growth, Scale, and Agency plans, or explore Enterprise.",
     "u": "https://www.storychief.io/pricing"
    }
   },
   "product": "AI visibility tracker",
   "hq": "Belgium",
   "hq_src": "https://www.storychief.io/about-us",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "storychief"
  },
  {
   "n": "Suparanku",
   "u": "https://supasaito.com/ja/platform/",
   "w": "B2B customer acquisition platform that combines website, search and AI visibility analysis with campaigns run by teams and AI agents.",
   "w_u": "https://supasaito.com/en/platform/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how AI assistants mention your brand",
     "u": "https://supasaito.com/en/platform/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "which domains and pages AI cites",
     "u": "https://supasaito.com/en/platform/"
    },
    "content": {
     "v": "yes",
     "q": "Publish a supplier comparison guide",
     "u": "https://supasaito.com/en/platform/"
    },
    "technical": {
     "v": "yes",
     "q": "Supasaito audits your website for AI crawlers",
     "u": "https://supasaito.com/en/platform/website-audit/"
    },
    "pr": {
     "v": "partial",
     "q": "where to publish",
     "u": "https://supasaito.com/en/platform/"
    },
    "commerce": {
     "v": "yes",
     "q": "Who advertises below the answers to your prompts",
     "u": "https://supasaito.com/en/platform/ai-visibility"
    },
    "prompts": {
     "v": "partial",
     "q": "Buyer queries",
     "u": "https://supasaito.com/en/platform/website-audit/"
    },
    "agency": {
     "v": "yes",
     "q": "Run your clients’ growth on Supasaito",
     "u": "https://supasaito.com/en/platform/agencies/"
    }
   },
   "product": "Supasaito",
   "hq": "Japan",
   "hq_src": "https://supasaito.com/en/company/about/",
   "founded": 2023,
   "founded_src": "https://supasaito.com/en/company/about/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "suparanku"
  },
  {
   "n": "Tesseract",
   "u": "https://tesseract.adlift.com/",
   "w": "AI search visibility tool tracking brand mentions and citations across Google AI Overviews, AI Mode, ChatGPT, Gemini, Perplexity and more.",
   "w_u": "https://tesseract.adlift.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track performance across Google AI Overviews, ChatGPT, Gemini, Perplexity, and more using one unified AI search performance tracking platform.",
     "u": "https://tesseract.adlift.com/"
    },
    "sources": {
     "v": "yes",
     "q": "AI Mode | VS | AIO tracking is now live in Tesseract. Track AI Mode visibility, AI Overview citations, competitor gaps",
     "u": "https://tesseract.adlift.com/"
    },
    "content": {
     "v": "partial",
     "q": "Track, analyze and optimize how AI engines find and cite your brand across every major platform.",
     "u": "https://tesseract.adlift.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Brand SOV, Prompts, AI Citations, AI Overview, AI Traffic, AI Response",
     "u": "https://www.adlift.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "LLM prompt selection: Blend custom prompts with suggested search intents to track answer visibility.",
     "u": "https://tesseract.adlift.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.adlift.com/blog/best-ai-seo-tools-to-boost-rankings-in-2026/",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.socialsamosa.com/industry-updates/liqvd-asia-launches-ai-based-tool-to-track-brand-visibility-9086701"
   },
   "slug": "tesseract"
  },
  {
   "n": "Uberall",
   "u": "https://uberall.com/en-us",
   "w": "Multi location marketing platform for listings, reviews and social, with GEO Studio and GEO Pulse for AI search, for brands with many locations.",
   "w_u": "https://uberall.com/en-us",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "how often AI names you, cites you and recommends you",
     "u": "https://uberall.com/en-us/products/geo-studio"
    },
    "sources": {
     "v": "yes",
     "q": "broken down by domain, by page and by social source, including Reddit, LinkedIn, TikTok and YouTube",
     "u": "https://uberall.com/en-us/products/geo-studio"
    },
    "content": {
     "v": "yes",
     "q": "every piece is AI-optimized, with the right structure and metadata",
     "u": "https://uberall.com/en-us/products/geo-studio"
    },
    "technical": {
     "v": "partial",
     "q": "Give your brand the accuracy, trust signals, and local context AI needs to select your locations",
     "u": "https://uberall.com/en-us"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "organise prompts into the topics that matter to your business",
     "u": "https://uberall.com/en-us/products/geo-studio"
    },
    "agency": {
     "v": "partial",
     "q": "Resellers/Agencies",
     "u": "https://uberall.com/en-us"
    }
   },
   "product": "GEO Studio",
   "hq": "Germany",
   "hq_src": "https://uberall.com/en-us/company/news-press/uberall-launches-first-generative-engine-optimization",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "uberall"
  },
  {
   "n": "v1be",
   "u": "https://v1be.io/",
   "w": "AI marketing software that measures brand presence in AI answers and writes content, plus reception, CRM and ads tools, for brands and agencies.",
   "w_u": "https://v1be.io/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Vibe Lens asks the questions your buyers ask, in the engines they use, and shows where you're named, missing or described wrong.",
     "u": "https://v1be.io/"
    },
    "sources": {
     "v": "partial",
     "q": "lens.source_gap_list()",
     "u": "https://v1be.io/"
    },
    "content": {
     "v": "yes",
     "q": "Conty researches the live web and writes in six languages, structured so engines can lift a clean answer and cite you as the source.",
     "u": "https://v1be.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Whether AI crawlers can read your site",
     "u": "https://v1be.io/"
    },
    "pr": {
     "v": "partial",
     "q": "Earn a mention on 2 review sites",
     "u": "https://v1be.io/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Buyer Questions",
     "u": "https://v1be.io/"
    },
    "agency": {
     "v": "yes",
     "q": "Running client brands or building your own agents?",
     "u": "https://v1be.io/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "v1be"
  },
  {
   "n": "Vizup",
   "u": "https://www.tryvizup.com/",
   "w": "An agent platform with human experts that automates organic marketing across search, social, communities and answer engines, sold to brands.",
   "w_u": "https://www.tryvizup.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracks how your brand appears across AI answers and overviews at query level.",
     "u": "https://www.tryvizup.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Generates, optimizes, and manages content designed to win visibility across search and AI engines.",
     "u": "https://www.tryvizup.com/"
    },
    "technical": {
     "v": "yes",
     "q": "including crawlability, schema/structure, and AEO readiness",
     "u": "https://www.tryvizup.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Published guest post on SaaS blog",
     "u": "https://www.tryvizup.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompt Library",
     "u": "https://www.tryvizup.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "vizup"
  },
  {
   "n": "WebGPT",
   "u": "https://webgpt.com",
   "w": "A content automation platform with website chatbots, publishing and AI visibility tracking, sold to site owners and content teams.",
   "w_u": "https://webgpt.com",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "asks ChatGPT, Gemini, Claude, Perplexity, Grok, Microsoft Copilot, and Google AI Overviews the questions your customers ask",
     "u": "https://webgpt.com"
    },
    "sources": {
     "v": "yes",
     "q": "which sources they cite and which questions you are missing",
     "u": "https://webgpt.com"
    },
    "content": {
     "v": "yes",
     "q": "drafts the articles and FAQs that help close the gap",
     "u": "https://webgpt.com"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "the guest post marketplace lets you publish directly on WordPress sites",
     "u": "https://webgpt.com"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "WebGPT AI Visibility & GEO",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "webgpt"
  },
  {
   "n": "Writesonic",
   "u": "https://writesonic.com/",
   "w": "AI search growth engine: tracks visibility across 8+ AI platforms, then fixes it with content, citation outreach and technical work.",
   "w_u": "https://writesonic.com/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track 8 AI platforms, run the work, prove the lift.",
     "u": "https://writesonic.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We surface every Reddit thread, YouTube video, and high-DR listicle citing competitors",
     "u": "https://writesonic.com/"
    },
    "content": {
     "v": "yes",
     "q": "Our AI agent rewrites pages for GEO. Adds FAQ blocks, comparison tables, and the self-contained passages AI engines cite.",
     "u": "https://writesonic.com/"
    },
    "pr": {
     "v": "yes",
     "q": "85% of AI citations come from sites you don't own. We surface every Reddit thread, YouTube video, and high-DR listicle citing competitors, and draft the outreach for you.",
     "u": "https://writesonic.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Turn AI visibility into your agency's next service line. ... White-label reporting.",
     "u": "https://writesonic.com/agencies"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawl Checker",
     "u": "https://writesonic.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Our AI Search Dataset covers 2 billion+ real AI conversations across 8 platforms and 50+ markets.",
     "u": "https://writesonic.com/"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping Tracker",
     "u": "https://writesonic.com/"
    }
   },
   "product": "Writesonic GEO / AI Visibility Monitoring",
   "hq": "United States",
   "hq_src": "https://writesonic.com/legal/terms",
   "founded": 2021,
   "founded_src": "https://writesonic.com/about-us",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-05",
    "src": "https://www.linkedin.com/posts/writesonic_aiseo-productlaunch-geo-activity-7332673056600981505-Uzo1"
   },
   "slug": "writesonic"
  },
  {
   "n": "xchannels.ai",
   "u": "https://xchannels.ai/en/",
   "w": "Content creation and publishing platform for brands and agencies that produces posts, blogs and press releases optimized for search and AI answers.",
   "w_u": "https://xchannels.ai/en/",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Share of answers to a fixed set of topic-relevant questions that name the company.",
     "u": "https://xchannels.ai/en/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "optimised for search engines and AI search",
     "u": "https://xchannels.ai/en/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "1 top story placement across 8 search engines and 40 press portals",
     "u": "https://xchannels.ai/en/pricing"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label approval forms and KPI reporting per client",
     "u": "https://xchannels.ai/en/pricing"
    }
   },
   "hq": "Austria",
   "hq_src": "https://xchannels.ai/en/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "xchannels-ai"
  },
  {
   "n": "Yext",
   "u": "https://www.yext.com/",
   "w": "Brand/location data platform; Scout agent tracks AI and local search visibility, cited sources, and acts via listings, content and reviews.",
   "w_u": "https://www.yext.com/platform/scout",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how you appear across Google Search, Google Maps, and Google AI Overviews, plus ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://www.yext.com/platform/scout"
    },
    "sources": {
     "v": "yes",
     "q": "Scout shows which websites and content sources AI platforms cite when they mention your brand.",
     "u": "https://www.yext.com/platform/scout"
    },
    "content": {
     "v": "yes",
     "q": "Scout identifies the biggest gaps and recommends the actions most likely to improve your visibility.",
     "u": "https://www.yext.com/platform/scout"
    },
    "pr": {
     "v": "partial",
     "q": "New in Scout: Create brand and third-party content to improve AI visibility",
     "u": "https://www.yext.com/platform/scout"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Yext Scout",
   "hq": "United States",
   "hq_src": "https://www.yext.com/about",
   "founded": 2006,
   "founded_src": "https://investors.yext.com/sec-filings/all-sec-filings/content/0001047469-17-001709/a2231350zex-3_2.htm",
   "tier": 1,
   "read": "2026-10-30",
   "slug": "yext-scout"
  },
  {
   "n": "Zenboost",
   "u": "https://zenboost.pro",
   "w": "AI marketing tool for B2B firms that scans a site, LinkedIn and competitors, then delivers content, emails, press targets and AI visibility.",
   "w_u": "https://zenboost.pro",
   "cat": "marketing-suite",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Zenboost interroge les moteurs de réponse sur les requêtes de votre marché et mesure si vous existez",
     "u": "https://zenboost.pro"
    },
    "sources": {
     "v": "yes",
     "q": "Citations et sources détectées",
     "u": "https://zenboost.pro"
    },
    "content": {
     "v": "partial",
     "q": "Le module se termine par un plan de recommandations pour devenir une réponse plutôt qu'un lien.",
     "u": "https://zenboost.pro"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "identifie les médias qui pourraient vous citer et les influenceurs à contacter",
     "u": "https://zenboost.pro"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts à conquérir",
     "u": "https://zenboost.pro"
    },
    "agency": {
     "v": "yes",
     "q": "un livrable présentable sous votre nom",
     "u": "https://zenboost.pro/clients/b2b-agency"
    }
   },
   "product": "Zenboost Scan 360° B2B",
   "hq": "France",
   "hq_src": "https://zenboost.pro/legal/mentions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "zenboost"
  },
  {
   "n": "40rty",
   "u": "https://40rty.ai/",
   "w": "Shopify app that optimizes product listings for AI shopping agents and measures agent traffic and revenue, for Shopify operators.",
   "w_u": "https://40rty.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Does it show up for its prompts?",
     "u": "https://40rty.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "builds Prompt Libraries and writes Agentic Product Listings",
     "u": "https://40rty.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "The dashboard tracks revenue, orders, and referrals driven by AI shopping agents",
     "u": "https://40rty.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "so AI shopping agents rank, recommend and add them to cart",
     "u": "https://40rty.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "AgentIQ builds a Prompt Library from your category",
     "u": "https://40rty.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AgentIQ",
   "hq": "Israel",
   "hq_src": "https://apps.shopify.com/fourty-ai",
   "founded": 2025,
   "founded_src": "https://stageonevc.com/our-succeses/40rty/",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10-15",
    "src": "https://apps.shopify.com/fourty-ai"
   },
   "slug": "40rty"
  },
  {
   "n": "AEO Boost",
   "u": "https://www.aeoboost.co/en",
   "w": "A product page audit and monitoring platform for ecommerce merchants that scores readiness for search and AI platforms and gives copy ready fixes.",
   "w_u": "https://www.aeoboost.co/en",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Unlock copy-ready fixes and a step-by-step implementation plan in the full report",
     "u": "https://www.aeoboost.co/en"
    },
    "technical": {
     "v": "partial",
     "q": "if your specifications are vague and your structured data is incomplete, you are effectively invisible to the agent",
     "u": "https://www.aeoboost.co/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AEO Boost has audited more than 2,500 product pages and improved stores' chances of appearing in AI answers through AEO and GEO.",
     "u": "https://www.aeoboost.co/en"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Manage more products and clients through a structured, measurable workflow.",
     "u": "https://www.aeoboost.co/en/about"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-boost"
  },
  {
   "n": "AgentM",
   "u": "https://www.agentm.co.uk/products/cited/",
   "w": "A Shopify and Wix app that asks AI assistants shopper questions and reports a visibility score, competitors and fixes, for online store merchants.",
   "w_u": "https://www.agentm.co.uk/products/cited/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Cited runs shopper-style questions through the assistants and keeps the replies as receipts.",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "sources": {
     "v": "yes",
     "q": "which websites the assistants lean on for their answers",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "content": {
     "v": "partial",
     "q": "Fixes, not just charts",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "technical": {
     "v": "yes",
     "q": "Add the structured data assistants read, straight from the app.",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Cited shows Shopify and Wix merchants what ChatGPT, Perplexity, Gemini, Claude and Google AI say about their store",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "prompts": {
     "v": "partial",
     "q": "Start from a library of real shopper phrasings or write your own.",
     "u": "https://www.agentm.co.uk/products/cited/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Cited — AI Visibility",
   "hq": "Poland",
   "hq_src": "https://www.agentm.co.uk/legal/",
   "founded": 2026,
   "founded_src": "https://www.agentm.co.uk/legal/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://apps.shopify.com/beacon-5"
   },
   "slug": "agentm"
  },
  {
   "n": "agentShop",
   "u": "https://useagentshop.com/",
   "w": "A Shopify focused platform that tracks AI recommendations, enriches product data, feeds AI assistants and attributes revenue, for ecommerce brands and agency partners.",
   "w_u": "https://useagentshop.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See when your products are recommended—and when competitors win.",
     "u": "https://useagentshop.com/"
    },
    "sources": {
     "v": "partial",
     "q": "AI citation outreach — flags press opportunities and drafts pitches",
     "u": "https://useagentshop.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "10 AI blog articles per month",
     "u": "https://useagentshop.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Structure your product data so AI assistants understand your SKUs, attributes, and intent.",
     "u": "https://useagentshop.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Citation outreach agent — monitors coverage and sends pitches autonomously",
     "u": "https://useagentshop.com/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Push a single feed to ChatGPT, Gemini, and Perplexity with realtime syncs and automatic validation.",
     "u": "https://useagentshop.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "You execute under your brand.",
     "u": "https://useagentshop.com/agency"
    }
   },
   "hq": "United States",
   "hq_src": "https://useagentshop.com/terms-of-use",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://wordpress.org/plugins/agentshop/"
   },
   "slug": "agentshop"
  },
  {
   "n": "AITLAS",
   "u": "https://aitlas.shiprocket.in",
   "w": "Shiprocket sells marketing teams a tool that tracks brand mentions in AI answers and writes and publishes articles, with an optional managed service.",
   "w_u": "https://aitlas.shiprocket.in",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor mentions across ChatGPT, Gemini, AI Overviews & AI Mode",
     "u": "https://aitlas.shiprocket.in"
    },
    "sources": {
     "v": "partial",
     "q": "Citation tracking per article",
     "u": "https://aitlas.shiprocket.in/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "HYDRA writes, optimises, and publishes AEO-ready articles to your site without manual effort.",
     "u": "https://aitlas.shiprocket.in"
    },
    "technical": {
     "v": "partial",
     "q": "Structured data and schema for AI discoverability",
     "u": "https://aitlas.shiprocket.in"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query Fanout",
     "u": "https://aitlas.shiprocket.in/pricing/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://www.moneycontrol.com/news/business/ipo/bertelsmann-temasek-eternal-backed-shiprocket-files-updated-drhp-for-over-rs-2-342-cr-ipo-13723782.html",
   "founded": 2012,
   "founded_src": "https://inc42.com/company/shiprocket/",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.linkedin.com/posts/sahilbajaj55_aitlas-by-shiprocket-ai-visibility-answer-activity-7470823162172043264-V-xo"
   },
   "slug": "aitlas"
  },
  {
   "n": "Alhena AI",
   "u": "https://alhena.ai",
   "w": "AI shopping assistants and support agents for ecommerce brands, plus an AEO and GEO product tracking SKU visibility in AI answers.",
   "w_u": "https://alhena.ai/products/ai-visibility",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks SKU-level visibility across ChatGPT, Gemini, and Perplexity",
     "u": "https://alhena.ai/products/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Alhena identifies which publishers and review sites influence AI answers in your category",
     "u": "https://alhena.ai/products/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Citation-ready Q&A pairs built for answer engines",
     "u": "https://alhena.ai/products/ai-visibility"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Target publishers that build AI-trusted authority.",
     "u": "https://alhena.ai"
    },
    "commerce": {
     "v": "yes",
     "q": "See which products AI recommends in answers.",
     "u": "https://alhena.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Commerce-native query expansion",
     "u": "https://alhena.ai/products/ai-visibility"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Alhena AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.thesaasnews.com/news/gleen-raises-4-9-million-in-seed-round/",
   "founded": 2022,
   "founded_src": "https://tracxn.com/d/companies/alhena/__YDu4KUePiKoAOgcJrqd_5NQeFTHdTfXYJMU0aGX6lwc",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://alhena.ai/blog/ai-visibility-for-agentic-shopping-and-aeo/"
   },
   "slug": "alhena-ai"
  },
  {
   "n": "Anagram",
   "u": "https://www.anagram.ai/",
   "w": "Conversational site agent for shoppers plus AI visibility reports on how a brand appears in ChatGPT, for consumer brands.",
   "w_u": "https://www.anagram.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how often your brand appears across the prompts and topics that matter most.",
     "u": "https://www.anagram.ai/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "See what information is shaping how ChatGPT responds.",
     "u": "https://www.anagram.ai/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "Find the questions and themes where your brand may need stronger coverage.",
     "u": "https://www.anagram.ai/ai-visibility"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "they ask AI what to buy",
     "u": "https://www.anagram.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "what your customers' real questions reveal about where to focus next",
     "u": "https://www.anagram.ai/ai-visibility"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Anagram AI Visibility",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/anagram-ai",
   "founded": 2023,
   "founded_src": "https://linkedin.com/company/anagram-ai",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "anagram"
  },
  {
   "n": "Answer IO",
   "u": "https://answer-io.jp/",
   "w": "Feedforce sells marketing teams a points based tool that scores brand visibility in ChatGPT, Perplexity, Gemini and Google AI Overviews.",
   "w_u": "https://answer-io.jp/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer IO は、ChatGPT、Perplexity、Gemini などの AI 検索エンジンにおける、あなたのブランドの可視性を追跡・分析するプラットフォームです。",
     "u": "https://answer-io.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "Citation（引用元としての掲載・最大30点）",
     "u": "https://answer-io.jp/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AIがファネルステージを考慮した最適なクエリを自動提案。",
     "u": "https://answer-io.jp/"
    },
    "agency": {
     "v": "partial",
     "q": "共有リンクを発行して、社内メンバーやクライアントに分析結果を共有。",
     "u": "https://answer-io.jp/"
    }
   },
   "hq": "Japan",
   "hq_src": "https://answer-io.jp/",
   "founded": 2006,
   "founded_src": "https://feedforcegroup.jp/company-information/",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10",
    "src": "https://prtimes.jp/main/html/rd/p/000000324.000071307.html"
   },
   "slug": "answer-io"
  },
  {
   "n": "AnswerEng",
   "u": "https://answereng.io",
   "w": "WooCommerce plugin that samples AI engines with buying questions and drafts product page fixes, for online stores.",
   "w_u": "https://answereng.io",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We put buyer-intent questions to four AI engines, five times each.",
     "u": "https://answereng.io"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Review suggested FAQs, descriptions, and specs before applying a change.",
     "u": "https://answereng.io"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AI visibility for e-commerce",
     "u": "https://answereng.io"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AnswerEng for WooCommerce",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://api.wordpress.org/plugins/info/1.0/answereng-for-woocommerce.json"
   },
   "slug": "answereng"
  },
  {
   "n": "Apirro",
   "u": "https://apirro.ai/",
   "w": "Agentic commerce platform that scores brand visibility across AI engines, optimizes product data and connects stores to AI shopping agents through endpoints.",
   "w_u": "https://apirro.ai",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Live visibility scores across ChatGPT, Gemini, Claude, Perplexity and Copilot.",
     "u": "https://apirro.ai"
    },
    "sources": {
     "v": "yes",
     "q": "Citation Tracking",
     "u": "https://apirro.ai/pricing"
    },
    "content": {
     "v": "yes",
     "q": "The exact schema, metadata and content fixes that make AI understand your products.",
     "u": "https://apirro.ai"
    },
    "technical": {
     "v": "yes",
     "q": "See which agents arrived, what they asked for and get live agent-readiness scores.",
     "u": "https://apirro.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Product Feed Optimisation",
     "u": "https://apirro.ai/pricing"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Intelligence",
     "u": "https://apirro.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "White-labelled scans, multi-client dashboards, and ROI calculators.",
     "u": "https://apirro.ai"
    }
   },
   "read": "2026-11-02",
   "slug": "apirro"
  },
  {
   "n": "Arenza",
   "u": "https://arenza.ai",
   "w": "Agentic Store service connecting Shopify catalogs to AI shopping on ChatGPT, Google AI and Perplexity, with visibility tracking and order attribution.",
   "w_u": "https://arenza.ai",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your presence in AI answers, with the original responses to see the full picture.",
     "u": "https://arenza.ai"
    },
    "sources": {
     "v": "partial",
     "q": "off-site analysis of where to publish next",
     "u": "https://arenza.ai/changelog"
    },
    "content": {
     "v": "yes",
     "q": "Find the buyer questions your catalog can answer. Build useful content around them.",
     "u": "https://arenza.ai"
    },
    "technical": {
     "v": "yes",
     "q": "articles hosted on your own domain, technical fixes deployed for you",
     "u": "https://arenza.ai/changelog"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Connect your Shopify store to the AI shopping journey.",
     "u": "https://arenza.ai"
    },
    "prompts": {
     "v": "yes",
     "q": "Find the buyer questions your catalog can answer.",
     "u": "https://arenza.ai"
    },
    "agency": {
     "v": "yes",
     "q": "Bring AI visibility, practical improvements and clear reporting to the brands you grow.",
     "u": "https://arenza.ai"
    }
   },
   "product": "Agentic Store by Arenza",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://arenza.ai/changelog"
   },
   "slug": "arenza"
  },
  {
   "n": "Avada",
   "u": "https://avada.io/aeo-optimizer-llms-txt/",
   "w": "Shopify app that generates an llms.txt file, controls AI crawler access and keeps product data current for AI assistants, sold to Shopify merchants.",
   "w_u": "https://avada.io/aeo-optimizer-llms-txt/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Generate and update product descriptions at scale while keeping SEO and brand consistency in check",
     "u": "https://avada.io/aeo-optimizer-llms-txt/"
    },
    "technical": {
     "v": "yes",
     "q": "Generate LLMs.txt with Just One Click",
     "u": "https://avada.io/aeo-optimizer-llms-txt/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Get Your Products Featured in AI Shopping Results",
     "u": "https://avada.io/aeo-optimizer-llms-txt/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Avada AEO Optimizer (LLMs.txt) for Shopify",
   "hq": "Vietnam",
   "hq_src": "https://avada.io/about-us/",
   "founded": 2014,
   "founded_src": "https://avada.io/about-us/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://apps.shopify.com/aeo-llms-txt"
   },
   "slug": "avada"
  },
  {
   "n": "Azoma",
   "u": "https://www.azoma.ai/",
   "w": "Enterprise agentic commerce optimization platform that tracks and improves how products are recommended by AI shopping agents and LLMs.",
   "w_u": "https://www.azoma.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We send thousands of targeted prompts daily, giving you complete visibility into how each platform represents your brand.",
     "u": "https://www.azoma.ai/ai-visibility-analytics"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which websites influence AI recommendations in your category. See exactly where competitors earn citations you don't, informing your content and PR strategies.",
     "u": "https://www.azoma.ai/ai-visibility-analytics"
    },
    "content": {
     "v": "yes",
     "q": "Azoma automatically generates PDP copy & blog content that is contextually-optimised to answer shopper prompts.",
     "u": "https://www.azoma.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "We actively monitor Reddit, Quora, Wikipedia, and other forums for citation opportunities.",
     "u": "https://www.azoma.ai/ai-visibility-analytics"
    },
    "agency": {
     "v": "partial",
     "q": "We are so excited to use Azoma to support our clients",
     "u": "https://www.azoma.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Azoma builds a digital twin of your shoppers from marketplace data, keywords, and customer personas to map every prompt they ask AI.",
     "u": "https://www.azoma.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Help your products get discovered by AI shopping agents in ChatGPT, Gemini, Google AI Mode, Rufus and Perplexity",
     "u": "https://www.azoma.ai/"
    }
   },
   "product": "Azoma marketplace AI assistant optimization",
   "hq": "Canada",
   "hq_src": "https://www.azoma.ai/",
   "founded": 2022,
   "founded_src": "https://www.globenewswire.com/news-release/2026/10/21/3385624/0/en/azoma-raises-11-2-million-series-a-to-continue-defining-the-agentic-commerce-optimization-category.html",
   "tier": 3,
   "read": "2026-10-30",
   "slug": "azoma"
  },
  {
   "n": "Banavo.AI",
   "u": "https://banavo.ai/",
   "w": "Platform that tests shopper prompts across AI assistants and optimizes product pages, catalog data and structured data, sold to ecommerce and retail brands.",
   "w_u": "https://banavo.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run hundreds of real category prompts across ChatGPT, Gemini, Perplexity, and Claude",
     "u": "https://banavo.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "We score the third-party citations",
     "u": "https://banavo.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Banavo enriches your live PDP content, JSON-LD structured data, and keywords",
     "u": "https://banavo.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Improve the product data, PDP content, and structured signals AI systems use to understand your products.",
     "u": "https://banavo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "helps optimize product pages and catalog data to get discovered and recommended more often",
     "u": "https://banavo.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Banavo maps the buyer-intent prompt categories for your products",
     "u": "https://banavo.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Enterprise / Agencies",
     "u": "https://banavo.ai/pricing"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/banavo-ai",
   "founded": 2022,
   "founded_src": "https://www.linkedin.com/company/banavo-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/banavo-ai_agenticcommerce-aivisibility-ecommerce-activity-7496109793623977984-eNZx"
   },
   "slug": "banavo-ai"
  },
  {
   "n": "Bazaarvoice",
   "u": "https://www.bazaarvoice.com",
   "w": "Bazaarvoice sells brands a package that structures reviews, ratings and galleries so AI crawlers and shopping assistants can read and cite them.",
   "w_u": "https://www.bazaarvoice.com/products/ai-visibility-package/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "backed by measurement partnerships with Bluefish, Evertune, and Profound",
     "u": "https://www.bazaarvoice.com/products/ai-visibility-package/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Prepare your user-generated content (UGC) to be accessible, structured, and ready for AI-powered search discovery",
     "u": "https://www.bazaarvoice.com/products/ai-visibility-package/"
    },
    "technical": {
     "v": "yes",
     "q": "most content infrastructures weren’t built for AI crawlers, leaving your reviews and ratings hidden from AI-generated results",
     "u": "https://www.bazaarvoice.com/products/ai-visibility-package/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "serve authentic content directly to shopping assistants so AI engines can read, cite, and recommend your product",
     "u": "https://www.bazaarvoice.com/products/ai-visibility-package/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility package",
   "hq": "United States",
   "hq_src": "https://www.bazaarvoice.com/company/",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "bazaarvoice"
  },
  {
   "n": "Behamics",
   "u": "https://behamics.com/",
   "w": "Behavioral science and AI ecommerce optimization platform for retailers, with an agentic commerce audit checking readiness for AI shopping agents.",
   "w_u": "https://behamics.com/agentic-commerce-audit/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Can AI shopping interfaces understand, recommend, and buy your products?",
     "u": "https://behamics.com/agentic-commerce-audit/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Optimize your content not just for Google, but also for AI models like ChatGPT, Gemini, Perplexity, Claude, and more",
     "u": "https://behamics.com/organic/"
    },
    "technical": {
     "v": "yes",
     "q": "Are your PDPs, trust signals, product data and checkout flows agent-ready?",
     "u": "https://behamics.com/agentic-commerce-audit/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Our Agentic Commerce Audit shows whether your brand, product catalog, and checkout are optimized for AI-agent purchasing.",
     "u": "https://behamics.com/agentic-commerce-audit/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://behamics.com/agentic-commerce-audit/",
   "read": "2026-10-30",
   "slug": "behamics"
  },
  {
   "n": "Blaze Commerce",
   "u": "https://blazecommerce.io",
   "w": "WooCommerce agency that also publishes a WordPress plugin checking AI crawler access, scoring product data and generating a ChatGPT Shopping feed for store owners.",
   "w_u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A monthly report of how often ChatGPT and Google AI answers mentioned your store",
     "u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/"
    },
    "sources": {
     "v": "yes",
     "q": "which of your pages they cited, and which other domains were named instead",
     "u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/"
    },
    "content": {
     "v": "partial",
     "q": "Recommendations tell you what to fix on each product.",
     "u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/"
    },
    "technical": {
     "v": "yes",
     "q": "Finds out whether GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and bingbot can reach your store.",
     "u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "generates the ChatGPT Shopping feed",
     "u": "https://wordpress.org/plugins/blaze-ai-discovery-for-woocommerce/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Blaze AI Discovery for WooCommerce",
   "hq": "Australia",
   "hq_src": "https://blazecommerce.io/",
   "founded": 2015,
   "founded_src": "https://blazecommerce.io",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://api.wordpress.org/plugins/info/1.0/blaze-ai-discovery-for-woocommerce.json"
   },
   "slug": "blaze-commerce"
  },
  {
   "n": "Bluerails Discovery",
   "u": "https://www.bluerails.com/discovery",
   "w": "AI visibility reports and an agent booking layer for hotels, scoring how ChatGPT, Claude, Perplexity and Gemini surface a business, with ChatGPT ads.",
   "w_u": "https://www.bluerails.com/discovery",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run hundreds of queries per company and give you a score that actually stays consistent.",
     "u": "https://www.bluerails.com/discovery"
    },
    "sources": {
     "v": "partial",
     "q": "Citation Rate",
     "u": "https://www.bluerails.com/discovery"
    },
    "content": {
     "v": "partial",
     "q": "Content advice to improve your score",
     "u": "https://www.bluerails.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Your hotel becomes readable, bookable, and payable by agents directly.",
     "u": "https://www.bluerails.com"
    },
    "pr": {
     "v": "partial",
     "q": "AI-mention monitoring & digital PR",
     "u": "https://www.bluerails.com/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "Agents complete real bookings directly in your PMS, inside the rates and rules you set.",
     "u": "https://www.bluerails.com"
    },
    "prompts": {
     "v": "partial",
     "q": "Keyword & prompt recommendations",
     "u": "https://www.bluerails.com/pricing"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://www.bluerails.com/impressum",
   "read": "2026-11-02",
   "slug": "bluerails-discovery-agentic-visibility-by-bluerails"
  },
  {
   "n": "Circlify AI",
   "u": "https://www.circlify.ai/",
   "w": "Daily AI agents for ecommerce brands and agencies that watch store, ads, social, press, SEO and AI search, and prepare recommended actions.",
   "w_u": "https://www.circlify.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Follow search visibility, keyword gaps and how AI assistants mention your brand against competitors.",
     "u": "https://www.circlify.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "AI answers · Mentions · Citations",
     "u": "https://www.circlify.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Turn the findings into a content or SEO task.",
     "u": "https://www.circlify.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "keep journalists and outlets in one CRM, and prepare outreach from Circlify.",
     "u": "https://www.circlify.ai/llms.txt"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GEO 10 prompts · daily refresh",
     "u": "https://www.circlify.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "white-label reports are available on Enterprise",
     "u": "https://www.circlify.ai/agencies"
    }
   },
   "product": "AI search",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/posts/circlify-ai_hello-world-were-circlify-the-ai-growth-activity-7459495418666668032-UM6R",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/posts/circlify-ai_hello-world-were-circlify-the-ai-growth-activity-7459495418666668032-UM6R",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "circlify-ai"
  },
  {
   "n": "Citable",
   "u": "https://getcitable.com/",
   "w": "Campaign platform for consumer brands: tracks persona-based buyer questions across AI assistants, cited sources, then runs content, media and ChatGPT Ads campaigns.",
   "w_u": "https://getcitable.com/ai",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each scan runs those questions across the selected assistants and records who is mentioned, where the brand ranks and which sources are cited.",
     "u": "https://getcitable.com/ai"
    },
    "sources": {
     "v": "yes",
     "q": "shows which brands they recommend and which sources they cite",
     "u": "https://getcitable.com/ai"
    },
    "content": {
     "v": "yes",
     "q": "AI-citable content / mo",
     "u": "https://getcitable.com/pricing"
    },
    "pr": {
     "v": "yes",
     "q": "Media Placement (10,000+ outlets)",
     "u": "https://getcitable.com/pricing"
    },
    "agency": {
     "v": "partial",
     "q": "Is it white-label? No. You lead the client relationship; Citable is the platform underneath.",
     "u": "https://getcitable.com/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "50 prompts tracked | Weekly tracking | 3 static personas",
     "u": "https://getcitable.com/pricing"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Ads; ChatGPT-attributed sales",
     "u": "https://getcitable.com"
    }
   },
   "hq": "United States",
   "hq_src": "https://getcitable.com/terms-of-service",
   "founded": 2025,
   "founded_src": "https://www.linkedin.com/posts/getcitable_citable-make-brands-show-up-in-agentic-search-activity-7419604674540007424-5xO2",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://www.producthunt.com/products/citable/launches"
   },
   "slug": "citable"
  },
  {
   "n": "Cited (citedapp.com)",
   "u": "https://www.citedapp.com/",
   "w": "Free Chrome extension that scores ecommerce product pages for AI citation readiness and recommends fixes, for DTC brands, Shopify stores and mid-market retailers.",
   "w_u": "https://www.citedapp.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Follow step-by-step recommendations to fix discoverability gaps.",
     "u": "https://www.citedapp.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI systems find, read, and understand your page content?",
     "u": "https://www.citedapp.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Maximize your e-commerce visibility in the age of ChatGPT, Claude, and Perplexity.",
     "u": "https://www.citedapp.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/cited-app",
   "founded": 2026,
   "founded_src": "https://www.linkedin.com/company/cited-app",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/tuckerkeefer_aeo-geo-ecommerce-activity-7437101241761050624-pE3j"
   },
   "slug": "cited-citedapp"
  },
  {
   "n": "Citewise",
   "u": "https://citewise.cc/",
   "w": "Shopify app that scans how AI assistants mention a store, publishes llms.txt and Schema.org, and generates copy fixes for merchants.",
   "w_u": "https://citewise.cc/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether your brand appears in AI search answers, where it ranks, and which competitors are mentioned",
     "u": "https://citewise.cc/"
    },
    "sources": {
     "v": "yes",
     "q": "brand mentions, citations, and AI traffic tracking",
     "u": "https://citewise.cc/"
    },
    "content": {
     "v": "yes",
     "q": "Create FAQ blocks, product content rewrites, and blog outlines merchants can copy into Shopify.",
     "u": "https://citewise.cc/"
    },
    "technical": {
     "v": "yes",
     "q": "Improve AI-readable storefront signals with llms.txt, Schema.org structured data, and setup checks designed for Shopify stores.",
     "u": "https://citewise.cc/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Monitor Shopify AI visibility with GEO scans for shopper-style prompts",
     "u": "https://citewise.cc/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Canada",
   "hq_src": "https://apps.shopify.com/citewise",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://apps.shopify.com/citewise"
   },
   "slug": "citewise"
  },
  {
   "n": "Comergent AI",
   "u": "https://comergent.ai/",
   "w": "Shopify app that tracks AI prompts, publishes citation content, attributes orders to AI engines and structures catalogs for AI agents, for Shopify brands.",
   "w_u": "https://comergent.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See every ChatGPT, Perplexity, and Claude query sending buyers to your competitors",
     "u": "https://comergent.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Competitor cited",
     "u": "https://comergent.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Citation-ready content, published to your store.",
     "u": "https://comergent.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "LLMS.txt refresh - 15 days",
     "u": "https://comergent.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Third Party Citation 1/month",
     "u": "https://comergent.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Your catalog, structured for AI agents.",
     "u": "https://comergent.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Our engine maps the exact questions buyers ask ChatGPT, Perplexity, and Claude right before purchasing",
     "u": "https://comergent.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Agency Program",
     "u": "https://comergent.ai/"
    }
   },
   "product": "Comergent AEO Agentic Commerce",
   "hq": "Singapore",
   "hq_src": "https://apps.shopify.com/aeo-aiseo-geo",
   "founded": 2025,
   "founded_src": "https://comergent.ai/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-04",
    "src": "https://apps.shopify.com/aeo-aiseo-geo"
   },
   "slug": "comergent-ai"
  },
  {
   "n": "CommerceIQ",
   "u": "https://www.commerceiq.ai",
   "w": "Retail platform for consumer brands that manages retail media, shelf analytics and product content, including AEO for AI shopping assistants.",
   "w_u": "https://www.commerceiq.ai",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Get your visibility score, competitive rank, and the specific changes needed to get recommended.",
     "u": "https://www.commerceiq.ai/lp/product/alexa-shopping-rufus-optimization-report"
    },
    "sources": {
     "v": "partial",
     "q": "Find the holiday prompts where your brand is missing.",
     "u": "https://www.commerceiq.ai/lp/product/alexa-shopping-rufus-optimization-report"
    },
    "content": {
     "v": "yes",
     "q": "Automatically manage thousands of SKUs across hundreds of retailers for AEO, accuracy, and compliance",
     "u": "https://www.commerceiq.ai"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "optimizes your content to get recommended by Alexa for Shopping",
     "u": "https://www.commerceiq.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Your report covers every high-volume prompt in your category.",
     "u": "https://www.commerceiq.ai/lp/product/alexa-shopping-rufus-optimization-report"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AllyAI",
   "hq": "United States",
   "hq_src": "https://www.commerceiq.ai/about-us",
   "founded": 2012,
   "founded_src": "https://linkedin.com/company/commerceiq",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "commerceiq"
  },
  {
   "n": "DaitaFix",
   "u": "https://daitafix.com",
   "w": "Platform for Shopify and WordPress stores that tracks brand mentions across six AI platforms and generates content and schema fixes.",
   "w_u": "https://daitafix.com",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "DaitaFix monitors your brand mentions and ranking positions across ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), Perplexity, Grok (xAI), and DeepSeek",
     "u": "https://daitafix.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Content Theatre: AI-generated fixes for your product pages, FAQs, and store schema",
     "u": "https://daitafix.com"
    },
    "technical": {
     "v": "yes",
     "q": "Structured data generation: schema.org markup and llms.txt files that help AI understand your brand.",
     "u": "https://daitafix.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "As AI agents begin to research, compare, and purchase products on behalf of consumers",
     "u": "https://daitafix.com"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Become a trusted GEO partner",
     "u": "https://daitafix.com"
    }
   },
   "hq": "United Arab Emirates",
   "hq_src": "https://linkedin.com/company/daitafix",
   "founded": 2025,
   "founded_src": "https://linkedin.com/company/daitafix",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&request%5Bslug%5D=daitafix"
   },
   "slug": "daitafix"
  },
  {
   "n": "Discoverly",
   "u": "https://maxdiscoverly.com/",
   "w": "Shopify app that scores how AI assistants read a store and drafts crawler, llms.txt and product content fixes for merchants.",
   "w_u": "https://maxdiscoverly.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See how ChatGPT, Perplexity, Claude and Gemini read your store",
     "u": "https://maxdiscoverly.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Titles, descriptions, alt text and FAQs, with your original and the suggestion side by side.",
     "u": "https://maxdiscoverly.com/"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt and llms.txt, the files AI crawlers look for, written for your theme.",
     "u": "https://maxdiscoverly.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Schema, business info and GTIN fixes",
     "u": "https://maxdiscoverly.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Discoverly AI Visibility & AEO",
   "hq": "China",
   "hq_src": "https://apps.shopify.com/discoverly",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://apps.shopify.com/discoverly"
   },
   "slug": "discoverly"
  },
  {
   "n": "ecentic",
   "u": "https://ecentic.ai/",
   "w": "Sells a Shopify and WooCommerce app that optimizes product feeds and catalogs so AI shopping agents pick and can buy a store's products.",
   "w_u": "https://ecentic.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "How often ChatGPT, Claude and Gemini pick your product over a named competitor's, product by product.",
     "u": "https://ecentic.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "One click rewrites the title, description and structured data and publishes them to your store.",
     "u": "https://ecentic.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "ecentic rewrites titles, descriptions and structured data and publishes them when you click Apply.",
     "u": "https://ecentic.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "ecentic optimizes that feed and catalog so agents pick your products and can buy them.",
     "u": "https://ecentic.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Albania",
   "hq_src": "https://ecentic.ai/about",
   "founded": 2026,
   "founded_src": "https://ecentic.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://apps.shopify.com/ecentic"
   },
   "slug": "ecentic"
  },
  {
   "n": "Ecomrank",
   "u": "https://ecomrank.io/",
   "w": "Sells an app that writes and publishes daily SEO and GEO articles to Shopify and WooCommerce stores, to merchants and agencies.",
   "w_u": "https://ecomrank.io/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Free AI visibility checker",
     "u": "https://ecomrank.io/"
    },
    "sources": {
     "v": "partial",
     "q": "The exact stores and sites AI assistants cite for your niche today.",
     "u": "https://ecomrank.io/ai-visibility-checker"
    },
    "content": {
     "v": "yes",
     "q": "Ecomrank writes the content that gets your store quoted by answer engines and ranked by Google.",
     "u": "https://ecomrank.io/"
    },
    "technical": {
     "v": "yes",
     "q": "Product and FAQ schema, citations and freshness signals.",
     "u": "https://ecomrank.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "it publishes a new article about your products to your store every day, built to rank on Google and get cited by AI",
     "u": "https://ecomrank.io/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "One dashboard for all clients",
     "u": "https://ecomrank.io/agencies"
    }
   },
   "hq": "France",
   "hq_src": "https://apps.shopify.com/ecomrank-publisher",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ecomrank"
  },
  {
   "n": "Fabric Merchandising Studio",
   "u": "https://fabric.inc/",
   "w": "Merchandising software that enriches product catalogs and monitors AI visibility so retail brands get recommended by answer engines.",
   "w_u": "https://fabric.inc/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See what shoppers ask and how strongly your products signal across every answer engine.",
     "u": "https://fabric.inc/"
    },
    "sources": {
     "v": "yes",
     "q": "Where you're cited",
     "u": "https://fabric.inc/"
    },
    "content": {
     "v": "yes",
     "q": "Whether enriching an attribute, drafting a product description, or answering an FAQ",
     "u": "https://fabric.inc/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Fabric connects your brand, data, and systems to AI engines so you get recommended first.",
     "u": "https://fabric.inc/"
    },
    "prompts": {
     "v": "yes",
     "q": "What shoppers ask, across every AI engine",
     "u": "https://fabric.inc/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States, Canada",
   "hq_src": "https://fabric.inc/",
   "read": "2026-11-02",
   "slug": "fabric-merchandising-studio"
  },
  {
   "n": "FoundGPT",
   "u": "https://foundgpt.app",
   "w": "Offers a Shopify app that checks AI recommendations, fixes product data and llms.txt, writes content and attributes AI revenue, to Shopify merchants.",
   "w_u": "https://foundgpt.app",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run the real buyer-intent prompts in your category across ChatGPT, Gemini and Perplexity",
     "u": "https://foundgpt.app"
    },
    "sources": {
     "v": "yes",
     "q": "which sources it trusts to make that call",
     "u": "https://foundgpt.app"
    },
    "content": {
     "v": "yes",
     "q": "Fact-checked articles that target the exact queries you're losing",
     "u": "https://foundgpt.app"
    },
    "technical": {
     "v": "yes",
     "q": "One click rewrites the product data, structured data and llms.txt that AI engines actually parse.",
     "u": "https://foundgpt.app"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "When shoppers ask ChatGPT, Gemini or Perplexity what to buy, FoundGPT makes sure your store is the answer",
     "u": "https://foundgpt.app"
    },
    "prompts": {
     "v": "partial",
     "q": "A ranked to-do list of the buyer questions your competitors win and you don't.",
     "u": "https://foundgpt.app"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "India",
   "hq_src": "https://foundgpt.app/privacy",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://apps.shopify.com/foundgpt-llms-txt"
   },
   "slug": "foundgpt"
  },
  {
   "n": "GEOlikeaPro",
   "u": "https://geolikeapro.com/",
   "w": "Software for online stores that measures share of voice across four AI models, audits agent readiness and generates fix files.",
   "w_u": "https://geolikeapro.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See your Share of Voice across ChatGPT, Perplexity, Claude and Gemini for any query.",
     "u": "https://geolikeapro.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Lists every brand cited instead of you",
     "u": "https://geolikeapro.com/"
    },
    "content": {
     "v": "yes",
     "q": "Finds real expert quotes from scientific journals and inserts them into your content at the right paragraph.",
     "u": "https://geolikeapro.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See your page through PerplexityBot, GPTBot and Claude-Web.",
     "u": "https://geolikeapro.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "We run 9 real protocol probes - MCP, A2A, UCP, .well-known - and show you every gap.",
     "u": "https://geolikeapro.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Auto-generates 12 relevant queries for your brand",
     "u": "https://geolikeapro.com/"
    },
    "agency": {
     "v": "partial",
     "q": "10+ seats",
     "u": "https://geolikeapro.com/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://www.linkedin.com/posts/alex-birman-426a0923_geo-generativeengineoptimization-ecommerce-activity-7447255979219468289-nFqK"
   },
   "slug": "geolikeapro"
  },
  {
   "n": "Gravton",
   "u": "https://www.gravton.ai/",
   "w": "AI shopping platform for scaled ecommerce brands that tracks products in AI answers and fixes catalog data and content.",
   "w_u": "https://www.gravton.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We map what shoppers ask AI in your categories, track which of your products win, and rank the fixes by revenue at stake.",
     "u": "https://www.gravton.ai/about"
    },
    "sources": {
     "v": "yes",
     "q": "Monitor AI citations, optimize brand presence, and grow traffic across AI search.",
     "u": "https://www.gravton.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Spot gaps and fill them using agentic workflows that write in your brand’s tone & voice",
     "u": "https://www.gravton.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Update taxonomy, structured data and feed fields across Shopify, Google Merchant Center and marketplaces",
     "u": "https://www.gravton.ai/"
    },
    "pr": {
     "v": "partial",
     "q": "Where should I focus content, advertising and UGC?",
     "u": "https://www.gravton.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Are my catalog and feeds AI-ready?",
     "u": "https://www.gravton.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "Map buyer intents, prompt universe and demand",
     "u": "https://www.gravton.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Partner-led Brands | Agency",
     "u": "https://www.gravton.ai/"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.gravton.ai/about",
   "founded": 2026,
   "founded_src": "https://www.gravton.ai/about",
   "read": "2026-11-02",
   "slug": "gravton"
  },
  {
   "n": "Libers Suite",
   "u": "https://libers.ai/en",
   "w": "Software for online shops and websites that measures mentions in six AI systems and writes structured product data back into the shop.",
   "w_u": "https://libers.ai/en",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We ask OpenAI, Claude, Gemini, Perplexity, Grok and DeepSeek questions about your brand and check whether you are mentioned.",
     "u": "https://libers.ai/en"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Your product data becomes Knowledge Packs.",
     "u": "https://libers.ai/en"
    },
    "technical": {
     "v": "yes",
     "q": "See your LLM score: structure, semantics, Schema.org.",
     "u": "https://libers.ai/en"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Make your shop visible in ChatGPT, Perplexity and Google.",
     "u": "https://libers.ai/en"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Dedicated account manager, white label",
     "u": "https://libers.ai/en"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://libers.ai/en/about",
   "read": "2026-11-02",
   "slug": "libers-suite"
  },
  {
   "n": "Lily AI",
   "u": "https://www.lily.ai/",
   "w": "Lily Max enriches retail product catalogs and feeds so ad platforms, onsite search, answer engines and shopping agents can read and recommend products.",
   "w_u": "https://www.lily.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "LLM recommendation analysis",
     "u": "https://www.lily.ai/ai-discovery"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Optimize feeds, schema, and bot-facing content so answer engines and shopping agents can understand, cite, and recommend them.",
     "u": "https://www.lily.ai/ai-discovery"
    },
    "technical": {
     "v": "yes",
     "q": "Product, FAQ, and Breadcrumb schema, the structured data crawlers parse first.",
     "u": "https://www.lily.ai/ai-discovery"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "synced to the OpenAI commerce feed, Perplexity merchant data, and Google product inputs where available.",
     "u": "https://www.lily.ai/ai-discovery"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://www.lily.ai/"
    }
   },
   "product": "Lily Max: AI Discovery & Agentic Commerce",
   "hq": "United States",
   "hq_src": "https://www.globenewswire.com/news-release/2025/06/13/3099032/0/en/Lily-AI-Launches-Solution-to-Optimize-Product-Content-for-Algorithmic-and-Generative-Engine-Discoverability.html",
   "founded": 2015,
   "founded_src": "https://www.lily.ai/about",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "lily-ai"
  },
  {
   "n": "Nudge",
   "u": "https://www.nudgenow.com/",
   "w": "Nudge helps commerce brands track AI mentions of their products, enrich catalogs for shopping agents and generate intent matched landing pages.",
   "w_u": "https://www.nudgenow.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where and how AI mentions your brand across shopping intent queries, surface citation gaps",
     "u": "https://www.nudgenow.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Everything AI platforms answer about you, at the brand and the product level, and every source it cites to do it.",
     "u": "https://www.nudgenow.com/platform/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Publish guides, comparisons, Q&A pages, and listicles with shoppable product cards, built to be cited and recommended by AI",
     "u": "https://www.nudgenow.com/platform/ai-visibility"
    },
    "technical": {
     "v": "partial",
     "q": "Agent Analytics",
     "u": "https://www.nudgenow.com/platform/ai-visibility"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Scan your entire catalog and enrich every product page for how shopping agents evaluate and recommend products.",
     "u": "https://www.nudgenow.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Shopper Insights shows what your category asks and buys",
     "u": "https://www.nudgenow.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Nudge Agentic Commerce Platform",
   "hq": "United States",
   "hq_src": "https://www.finsmes.com/2026/07/nudge-raises-1-1m-in-pre-seed-funding.html",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.nudgenow.com/blogs/nudge-raises-1.1m-to-launch-the-agentic-commerce-platform"
   },
   "slug": "nudge"
  },
  {
   "n": "Optifeed",
   "u": "https://www.optifeed.com/",
   "w": "Product feed and ad platform that enriches catalogs, publishes to ad channels and AI assistants, and tracks AI recommendations, for ecommerce teams and agencies.",
   "w_u": "https://www.optifeed.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your products, SKU by SKU, across ChatGPT, Gemini, and Perplexity.",
     "u": "https://www.optifeed.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Generate richer product titles, descriptions, attributes, highlights and visuals from existing product data.",
     "u": "https://www.optifeed.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Live price, stock and eligibility, true at the moment an agent asks",
     "u": "https://www.optifeed.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Optifeed is built for ecommerce marketing teams and agencies managing large product catalogs",
     "u": "https://www.optifeed.com/"
    }
   },
   "product": "Optifeed Radar",
   "hq": "Turkey",
   "hq_src": "https://tr.linkedin.com/posts/scakti_startup-d%C3%BCnyas%C4%B1n%C4%B1n-54-program%C4%B1na-optifeed-activity-7385620037207842816-mM7d",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://registry.npmjs.org/optifeed-radar"
   },
   "slug": "optifeed"
  },
  {
   "n": "Perform.AI",
   "u": "https://www.perform.ai/products/ai-commerce-visibility",
   "w": "Product within Perform.AI (formerly Parcel Perform) tracking e-commerce brand and SKU visibility, ranking and sentiment in AI assistants.",
   "w_u": "https://www.perform.ai/products/ai-commerce-visibility",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track visibility, ranking, and sentiment for the products you actually sell",
     "u": "https://www.perform.ai/products/ai-commerce-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "See the exact pages AI cites when answering prompts in your product category",
     "u": "https://www.perform.ai/products/ai-commerce-visibility"
    },
    "content": {
     "v": "yes",
     "q": "Generate content for sources that AI cites most, targeted for the product category you actually sell",
     "u": "https://www.perform.ai/products/ai-commerce-visibility"
    },
    "pr": {
     "v": "partial",
     "q": "Act on the ones that impact your AI ranking – write content or reach out to the publisher",
     "u": "https://www.perform.ai/products/ai-commerce-visibility"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Brands can now track, analyze and optimize their visibility across AI shopping agents like ChatGPT, Perplexity, and Gemini.",
     "u": "https://tools.prnewswire.com/en-us/live/20813/release/20251029EN07276"
    }
   },
   "product": "AI Commerce Visibility",
   "hq": "Singapore",
   "hq_src": "https://tools.prnewswire.com/en-us/live/20813/release/20251029EN07276",
   "founded": 2015,
   "founded_src": "https://tech.eu/2021/08/11/delivery-experience-platform-parcel-perform-raises-20-million/",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://tools.prnewswire.com/en-us/live/20813/release/20251029EN07276"
   },
   "slug": "ai-commerce-visibility-perform-ai"
  },
  {
   "n": "Productsup",
   "u": "https://www.productsup.com",
   "w": "Enterprise product feed management and syndication platform that sends and enriches catalogs for AI channels and measures product visibility, for retailers and brands.",
   "w_u": "https://www.productsup.com",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "data monitoring dashboards that show you how certain product categories and top-selling brands are showing up in OpenAI, Gemini, AI mode, and Perplexity",
     "u": "https://www.productsup.com/agentic-commerce/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI Enrich transforms your product catalog into engaging, contextual, and on-brand content, designed for discovery on ChatGPT, Perplexity, Gemini, and other AI channels.",
     "u": "https://www.productsup.com/ai-enrich/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Integrate directly with ChatGPT to make your products visible and purchasable through OpenAI's conversational interface.",
     "u": "https://www.productsup.com/agentic-commerce/"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Enrich surfaces the questions your customers are asking with answers ready to match",
     "u": "https://www.productsup.com/ai-enrich/"
    },
    "agency": {
     "v": "partial",
     "q": "Agency / Digital Marketing",
     "u": "https://www.productsup.com"
    }
   },
   "product": "Productsup AI channels",
   "hq": "Germany",
   "hq_src": "https://www.productsup.com/imprint/",
   "founded": 2010,
   "founded_src": "https://www.cbinsights.com/company/productsup",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://help.productsup.com/docs/help-center/release-notes/june-2026-release-notes"
   },
   "slug": "productsup"
  },
  {
   "n": "Quotalis",
   "u": "https://quotalis.app/",
   "w": "Quotalis sells online sellers a one-time report on whether ChatGPT, Claude, Gemini and Perplexity recommend their product, with a fix checklist.",
   "w_u": "https://quotalis.app/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Mentioned yes/no per engine with the actual answer snippets",
     "u": "https://quotalis.app/"
    },
    "sources": {
     "v": "yes",
     "q": "Competitor gap table + cited-source analysis",
     "u": "https://quotalis.app/"
    },
    "content": {
     "v": "partial",
     "q": "Prioritized fix checklist, checked against your real page",
     "u": "https://quotalis.app/"
    },
    "technical": {
     "v": "yes",
     "q": "technical checks (Product JSON-LD, reviews markup, llms.txt)",
     "u": "https://quotalis.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Merchant program links (ChatGPT, Perplexity)",
     "u": "https://quotalis.app/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "quotalis"
  },
  {
   "n": "Ranketta",
   "u": "https://ranketta.com/",
   "w": "Merchandising and analytics software for AI shopping that tracks products in AI engines and connects catalog feeds, for ecommerce brands and agencies.",
   "w_u": "https://ranketta.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track how your products appear across ChatGPT, Perplexity, Google AI Overviews, and other major AI engines",
     "u": "https://ranketta.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See which domains AI cites in your category, then go after the ones that matter.",
     "u": "https://ranketta.com/features"
    },
    "content": {
     "v": "yes",
     "q": "Generate listicles, comparisons, and guides AI models cite, built from the prompts you track.",
     "u": "https://ranketta.com/features"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI bot visits at the edge and see which models crawl your site, how often, and where.",
     "u": "https://ranketta.com/features"
    },
    "pr": {
     "v": "partial",
     "q": "See which domains AI cites in your category, then go after the ones that matter.",
     "u": "https://ranketta.com/features"
    },
    "commerce": {
     "v": "yes",
     "q": "Context hints, prompt targeting, and feed merchandising for ChatGPT ads.",
     "u": "https://ranketta.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "Pick prompts with real demand signals for every prompt you track, so you focus on what converts.",
     "u": "https://ranketta.com/features"
    },
    "agency": {
     "v": "yes",
     "q": "Pitch and deliver AI visibility for every client, from demos to white-label reports.",
     "u": "https://ranketta.com/solutions/agencies"
    }
   },
   "hq": "United States; Czechia",
   "hq_src": "https://ranketta.com/",
   "founded": 2025,
   "founded_src": "https://tech.eu/2025/11/27/ranketta-receives-eur1m-to-improve-ecommerce-brand-performance-in-ai-search/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025",
    "src": "https://tech.eu/2025/11/27/ranketta-receives-eur1m-to-improve-ecommerce-brand-performance-in-ai-search/"
   },
   "slug": "ranketta"
  },
  {
   "n": "Rankz",
   "u": "https://rankz.ai/",
   "w": "Shopify app that tracks how products appear in AI search and shopping assistants and recommends fixes, for Shopify stores.",
   "w_u": "https://rankz.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Rankz runs real shopping style prompts against AI models and checks if your Shopify products are mentioned",
     "u": "https://rankz.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Fix product pages and content based on how AI models evaluate them.",
     "u": "https://rankz.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Track how your products appear in AI search and shopping assistants.",
     "u": "https://rankz.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "See the actual queries AI assistants use to find products like yours.",
     "u": "https://rankz.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://apps.shopify.com/rankz",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://apps.shopify.com/rankz"
   },
   "slug": "rankz"
  },
  {
   "n": "Recomaze",
   "u": "https://recomaze.ai/",
   "w": "AI agents for AI search, sales, content, social, commerce and customer success, sold to online stores and other businesses.",
   "w_u": "https://recomaze.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Broken images, missing data, SEO regressions, AI visibility drops.",
     "u": "https://recomaze.ai/how-it-works"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "identifies what ChatGPT, Perplexity, and Google AI can't understand about your catalog, and rewrites your content to fix it.",
     "u": "https://recomaze.ai/how-it-works"
    },
    "technical": {
     "v": "yes",
     "q": "Structured data they can read and recommend from.",
     "u": "https://recomaze.ai/how-it-works"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Your products show up when 800 million people ask ChatGPT, Gemini, Perplexity, or Claude what to buy.",
     "u": "https://recomaze.ai/how-it-works"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Concrete data to adapt our clients' strategy to this new way of searching.",
     "u": "https://recomaze.ai/"
    }
   },
   "product": "Recomaze AI Search agent",
   "hq": "United States",
   "hq_src": "https://recomaze.ai/how-it-works",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.einpresswire.com/article/894792811/recomaze-introduces-geo-audit-to-help-e-commerce-stores-get-discovered-by-ai-shopping-agents"
   },
   "slug": "recomaze"
  },
  {
   "n": "ReFiBuy.ai",
   "u": "https://refibuy.ai/",
   "w": "ReFiBuy sells a platform that evaluates, enriches and distributes product catalog data for AI shopping agents, to brands, retailers and agencies.",
   "w_u": "https://refibuy.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor how products perform across engines by measuring visibility, data quality, and competitiveness with clear, actionable results.",
     "u": "https://refibuy.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Enrich existing product data with more robust titles, descriptions, bullet points, and key features with human approval at every step.",
     "u": "https://refibuy.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "auditing catalog data and PDPs and flagging schema, crawlability, and content issues.",
     "u": "https://refibuy.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Distribute optimized product data to agentic shopping engines where discovery, comparison, and selection decisions are made.",
     "u": "https://refibuy.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Turn agentic commerce into a repeatable, scalable service for your clients.",
     "u": "https://refibuy.ai/"
    }
   },
   "product": "Commerce Intelligence Engine",
   "hq": "United States",
   "hq_src": "https://channelx.world/2025/03/refibuy-launches-to-revolutionise-ecommerce-with-agentic-ai-solutions/",
   "founded": 2025,
   "founded_src": "https://channelx.world/2025/03/refibuy-launches-to-revolutionise-ecommerce-with-agentic-ai-solutions/",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "refibuy-ai"
  },
  {
   "n": "SellOnLLM",
   "u": "https://www.sellonllm.com/",
   "w": "Free AI visibility checker with weekly monitoring, a Chrome extension and a Shopify app, sold to SEO teams, agencies and ecommerce brands.",
   "w_u": "https://www.sellonllm.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly monitoring & email alerts",
     "u": "https://www.sellonllm.com/"
    },
    "sources": {
     "v": "yes",
     "q": "with the exact answer and the sources it used",
     "u": "https://www.sellonllm.com/"
    },
    "content": {
     "v": "yes",
     "q": "Content: quality, FAQ, freshness and linking.",
     "u": "https://www.sellonllm.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Technical: AI crawler access, llms.txt, schema, sitemap and more.",
     "u": "https://www.sellonllm.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Track AI traffic and conversions from ChatGPT, Claude, and Perplexity.",
     "u": "https://www.sellonllm.com/llms.txt"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "SellOnLLM helps SEO teams, agencies, and ecommerce brands improve answer-engine visibility.",
     "u": "https://www.sellonllm.com/llms.txt"
    }
   },
   "product": "SellOnLLM free AI visibility checker, Chrome extension and Shopify app",
   "hq": "India",
   "hq_src": "https://apps.shopify.com/llm-analytics",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-10",
    "src": "https://apps.shopify.com/llm-analytics"
   },
   "slug": "sellonllm"
  },
  {
   "n": "ShelfSight",
   "u": "https://getshelfsight.com",
   "w": "Shopify app that shows merchants what AI assistants say about their products, which sources they cite and what to fix.",
   "w_u": "https://getshelfsight.com",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Recommended in N of M answers, per question and engine, with the sample shown.",
     "u": "https://getshelfsight.com"
    },
    "sources": {
     "v": "yes",
     "q": "which sources they cite",
     "u": "https://getshelfsight.com"
    },
    "content": {
     "v": "partial",
     "q": "On Growth and Pro you can apply it in the app after a preview.",
     "u": "https://getshelfsight.com"
    },
    "technical": {
     "v": "yes",
     "q": "Product data and AI crawler checks",
     "u": "https://getshelfsight.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "The prices and stock AI assistants quote for your products",
     "u": "https://getshelfsight.com"
    },
    "prompts": {
     "v": "partial",
     "q": "10 buying questions, scanned weekly on all five AI assistants",
     "u": "https://getshelfsight.com"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "ShelfSight AI Visibility & AEO",
   "hq": "Australia",
   "hq_src": "https://getshelfsight.com/privacy",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://apps.shopify.com/shelfsight"
   },
   "slug": "shelfsight"
  },
  {
   "n": "ShopRank AI",
   "u": "https://www.shoprank.ai/",
   "w": "Product feed software that reviews catalog data, prepares channel feeds and tracks ranking and AI visibility for ecommerce brands and agencies.",
   "w_u": "https://www.shoprank.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AI share of voice",
     "u": "https://www.shoprank.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "new product citations found this week",
     "u": "https://www.shoprank.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Find incomplete titles, descriptions, categories and attributes.",
     "u": "https://www.shoprank.ai/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Commerce",
     "u": "https://www.shoprank.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Scale clients, not workload.",
     "u": "https://www.shoprank.ai/"
    }
   },
   "product": "ShopRank",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://apps.shopify.com/shoprank-ai"
   },
   "slug": "shoprank-ai"
  },
  {
   "n": "shoptoai",
   "u": "https://shoptoai.com",
   "w": "WooCommerce plugin and service that audits product data for AI assistants, fills gaps and builds feeds, for stores and agencies.",
   "w_u": "https://shoptoai.com",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "our product monitoring checks whether an assistant names your product in an answer",
     "u": "https://shoptoai.com"
    },
    "sources": {
     "v": "partial",
     "q": "brand monitoring checks whether assistants mention and cite your store",
     "u": "https://shoptoai.com"
    },
    "content": {
     "v": "yes",
     "q": "Answers to what shoppers ask about your products",
     "u": "https://shoptoai.com"
    },
    "technical": {
     "v": "yes",
     "q": "a hosted llms.txt file and a feed file for ChatGPT",
     "u": "https://shoptoai.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "We build your product feeds",
     "u": "https://shoptoai.com"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run up to fifteen client stores from one Agency account",
     "u": "https://shoptoai.com"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&request%5Bslug%5D=shoptoai-connector"
   },
   "slug": "shoptoai"
  },
  {
   "n": "SIGHTED",
   "u": "https://sightedby.ai/",
   "w": "Software for retailers that scores products for AI assistants, fills data gaps, publishes to shopping feeds and checks mentions weekly.",
   "w_u": "https://sightedby.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "checks mentions weekly",
     "u": "https://sightedby.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Material, fit, colour and shopper FAQs, written from your descriptions, options and photos",
     "u": "https://sightedby.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler access to your pages",
     "u": "https://sightedby.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Your store, Google Merchant Center and the ChatGPT and Perplexity feeds",
     "u": "https://sightedby.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://sightedby.ai/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sighted"
  },
  {
   "n": "Sixthshop",
   "u": "https://www.sixthshop.com/",
   "w": "AI shopping visibility for ecommerce: scans product pages, shows how AI interprets them, and gives fixes and JSON-LD schema.",
   "w_u": "https://www.sixthshop.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Multi-platform analysis showing how AI interprets your products across ChatGPT, Gemini, Perplexity, and Claude with attribute tracking, sentiment monitoring, and placement analysis.",
     "u": "https://www.sixthshop.com/"
    },
    "content": {
     "v": "yes",
     "q": "Product Audits — AI-powered analysis of your product pages with scoring across four pillars, JSON-LD schema generation, and actionable fixes to improve AI visibility.",
     "u": "https://www.sixthshop.com/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "From free visibility checks to unlimited Pro plans for agencies and high-volume sellers.",
     "u": "https://www.sixthshop.com/pricing"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "JSON-LD schema generation",
     "u": "https://www.sixthshop.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "AI Shopping Visibility Platform for ecommerce brands",
     "u": "https://www.sixthshop.com/"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "sixthshop"
  },
  {
   "n": "SmartScout",
   "u": "https://www.smartscout.com/ai-visibility-monitor",
   "w": "Amazon market research software with a monitor that runs brand prompts against ChatGPT, for Amazon brands, sellers and agencies.",
   "w_u": "https://www.smartscout.com/ai-visibility-monitor",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "SmartScout runs your prompts against ChatGPT multiple times a day",
     "u": "https://www.smartscout.com/ai-visibility-monitor"
    },
    "sources": {
     "v": "yes",
     "q": "act on citation source data",
     "u": "https://www.smartscout.com/ai-visibility-monitor"
    },
    "content": {
     "v": "partial",
     "q": "Score your listing for COSMO",
     "u": "https://www.smartscout.com/ai-visibility-monitor"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Know Your Rank on the AI Shelf",
     "u": "https://www.smartscout.com/ai-visibility-monitor"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Whether you're managing a single brand, running an agency portfolio",
     "u": "https://www.smartscout.com/ai-visibility-monitor"
    }
   },
   "product": "AI Visibility Monitor",
   "hq": "United States",
   "hq_src": "https://www.smartscout.com/privacy-policy",
   "founded": 2019,
   "founded_src": "https://www.smartscout.com/about-us",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://www.iheart.com/podcast/1323-the-smartest-amazon-selle-215145542/episode/episode-322-amazon-ai-visibility-cosmo-and-the-new-rules-of-product-discovery-in-2026-324284890/"
   },
   "slug": "smartscout"
  },
  {
   "n": "sqrly Pulse",
   "u": "https://sqrly.ai/pulse",
   "w": "Monitor of what ChatGPT, Claude, Gemini and Perplexity say about a store, with drafted fixes, for independent online stores.",
   "w_u": "https://sqrly.ai/pulse",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "~30 real shopper questions about your category, monthly — who gets recommended, you or your rivals",
     "u": "https://sqrly.ai/pulse"
    },
    "sources": {
     "v": "yes",
     "q": "which sites shape those answers.",
     "u": "https://sqrly.ai/pulse"
    },
    "content": {
     "v": "yes",
     "q": "paste-ready corrected copy for the page that got it wrong.",
     "u": "https://sqrly.ai/pulse"
    },
    "technical": {
     "v": "yes",
     "q": "your llms.txt, corrected page copy, outreach pitches",
     "u": "https://sqrly.ai/pulse"
    },
    "pr": {
     "v": "partial",
     "q": "outreach pitches",
     "u": "https://sqrly.ai/pulse"
    },
    "commerce": {
     "v": "yes",
     "q": "Shoppers ask ChatGPT, Claude, Gemini, and Perplexity what to buy.",
     "u": "https://sqrly.ai/pulse"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://sqrly.ai/pulse",
   "founded": 2026,
   "founded_src": "https://sqrly.ai/about",
   "read": "2026-11-02",
   "slug": "sqrly-pulse"
  },
  {
   "n": "Stackline",
   "u": "https://www.stackline.com",
   "w": "Retail growth platform with an AEO product measuring shopping questions and answers on AI platforms, for consumer brands.",
   "w_u": "https://www.stackline.com/aeo",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measure every shopping question, every answer, every recommendation consumers ask ChatGPT, Amazon Rufus, Google Gemini",
     "u": "https://www.stackline.com/aeo"
    },
    "sources": {
     "v": "yes",
     "q": "The solution captures the source, citation, and destination included in every answer generated.",
     "u": "https://www.stackline.com/aeo"
    },
    "content": {
     "v": "partial",
     "q": "a suite of activation tools to improve their rankings on agentic shopping platforms",
     "u": "https://www.stackline.com/aeo"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Boost your visibility on ChatGPT, Amazon Alexa, and other AI shopping platforms",
     "u": "https://www.stackline.com/aeo"
    },
    "prompts": {
     "v": "yes",
     "q": "Measure the volume of millions of unique shopping questions across AI platforms.",
     "u": "https://www.stackline.com/aeo"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Stackline AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.stackline.com",
   "founded": 2014,
   "founded_src": "https://www.stackline.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "stackline"
  },
  {
   "n": "StoreRank",
   "u": "https://www.storerank.ai/",
   "w": "Shopify app that adds structured data, publishes articles and tracks AI visibility and revenue, for ecommerce stores.",
   "w_u": "https://www.storerank.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily tracking of how your brand appears in ChatGPT, Claude, Perplexity & Gemini.",
     "u": "https://www.storerank.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Discover which websites AI uses as sources so you can get featured in the sources.",
     "u": "https://www.storerank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Auto-publish AEO + LLM-optimized articles.",
     "u": "https://www.storerank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Generates an optimized llms.txt file and manages crawler permissions for AI tools.",
     "u": "https://www.storerank.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Optimize product titles, descriptions, and content for maximum AI visibility",
     "u": "https://www.storerank.ai/"
    },
    "prompts": {
     "v": "partial",
     "q": "600+ AI-Suggested Topics with Search Data",
     "u": "https://www.storerank.ai/"
    },
    "agency": {
     "v": "partial",
     "q": "Not yet. A multi-store view for agencies is on our roadmap.",
     "u": "https://www.storerank.ai/for-agencies/"
    }
   },
   "hq": "Netherlands",
   "hq_src": "https://apps.shopify.com/storerank-ai",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://apps.shopify.com/storerank-ai"
   },
   "slug": "storerank"
  },
  {
   "n": "TheoryNXT",
   "u": "https://theorynxt.com/",
   "w": "KASPER is an agentic commerce platform that scores how retail CPG brands appear across AI platforms and gives a roadmap to improve.",
   "w_u": "https://theorynxt.com/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Quantify your Brand Inclusion Rate and Agentic Commerce Score across three AI platforms simultaneously",
     "u": "https://theorynxt.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Execute a prioritized roadmap built from 15+ years of CPG retail expertise.",
     "u": "https://theorynxt.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "We build the tools that help brands compete in the new era of agentic commerce.",
     "u": "https://theorynxt.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "KASPER",
   "hq": "United States",
   "hq_src": "https://www.einpresswire.com/article/926623557/theorynxt-launches-kasper-the-first-agentic-commerce-graph-built-by-retail-experts-for-cpg-brands",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.einpresswire.com/article/926623557/theorynxt-launches-kasper-the-first-agentic-commerce-graph-built-by-retail-experts-for-cpg-brands"
   },
   "slug": "theorynxt"
  },
  {
   "n": "Triple Whale",
   "u": "https://triplewhale.com/",
   "w": "Commerce analytics and attribution platform with an AI Visibility report on how a business shows up in AI search, for ecommerce brands.",
   "w_u": "https://www.triplewhale.com/ai-visibility",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor and optimize how you’re showing up in AI search.",
     "u": "https://triplewhale.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "It’s built for ecommerce and actually helps you take action",
     "u": "https://www.triplewhale.com/ai-visibility"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Moby Agents for Agencies",
     "u": "https://www.triplewhale.com/ai-visibility"
    }
   },
   "product": "AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.triplewhale.com/ai-visibility",
   "founded": 2021,
   "founded_src": "https://triplewhale.com/about",
   "tier": 2,
   "read": "2026-10-22",
   "slug": "triple-whale"
  },
  {
   "n": "Verity Score",
   "u": "https://verityscore.io/en/",
   "w": "Shopify app that asks AI assistants shoppers' questions, keeps answers with sources, audits product pages and ships prioritized fixes.",
   "w_u": "https://verityscore.io/en/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Verity regularly asks ChatGPT, Perplexity, Gemini and Claude the questions your shoppers ask before buying",
     "u": "https://verityscore.io/en/"
    },
    "sources": {
     "v": "yes",
     "q": "The competing stores cited instead of you, and the page that gets them cited.",
     "u": "https://verityscore.io/en/"
    },
    "content": {
     "v": "yes",
     "q": "Fixes Prioritize changes that make products easier to understand and recommend.",
     "u": "https://verityscore.io/en/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "To manage several stores under one contract, the Enterprise offer is available on quote",
     "u": "https://verityscore.io/en/"
    },
    "technical": {
     "v": "yes",
     "q": "AI traffic monitoring: Measure visits from AI engines and assistants.",
     "u": "https://verityscore.io/en/"
    },
    "prompts": {
     "v": "partial",
     "q": "Buyer answers: Turn uncovered buying questions into verifiable answers.",
     "u": "https://verityscore.io/en/"
    },
    "commerce": {
     "v": "partial",
     "q": "The AI SEO (GEO) app built only for Shopify: it sees what ChatGPT and Google AI Overviews tell your shoppers, then fixes your product pages",
     "u": "https://verityscore.io/en/"
    }
   },
   "hq": "France",
   "hq_src": "https://verityscore.io/en/about/",
   "founded": 2026,
   "founded_src": "https://verityscore.io/en/press",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-06-03",
    "src": "https://apps.shopify.com/verity-score"
   },
   "slug": "verity-score"
  },
  {
   "n": "Veyro.ai",
   "u": "https://veyro.ai/",
   "w": "Pre launch tool that scores product page visibility on AI search engines, with recommendations, for e-commerce sellers.",
   "w_u": "https://veyro.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Veyro.ai teste, de manière sectorielle, votre présence sur ChatGPT",
     "u": "https://veyro.ai/"
    },
    "sources": {
     "v": "partial",
     "q": "Détection des sources citées par les IA et classification",
     "u": "https://veyro.ai/llms.txt"
    },
    "content": {
     "v": "partial",
     "q": "Quick Wins rapides, optimisation contenu, présence off-site.",
     "u": "https://veyro.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "Analyse de 4 dimensions : richesse produit, structure technique, contenu sémantique, écosystème web",
     "u": "https://veyro.ai/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "présence off-site",
     "u": "https://veyro.ai/"
    },
    "commerce": {
     "v": "partial",
     "q": "Mesurez la visibilité de vos produits sur les moteurs de recherche IA",
     "u": "https://veyro.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Agences SEO/GEO accompagnant des e-commerçants",
     "u": "https://veyro.ai/llms.txt"
    }
   },
   "read": "2026-11-02",
   "slug": "veyro-ai"
  },
  {
   "n": "Visibly",
   "u": "https://apps.shopify.com/visibly",
   "w": "A Shopify app that monitors AI responses to customer queries and tracks brand mentions and sentiment, sold to Shopify merchants.",
   "w_u": "https://apps.shopify.com/visibly",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks how often your brand is mentioned, analyzes sentiment",
     "u": "https://apps.shopify.com/visibly"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "use AI assistants like ChatGPT and Perplexity to discover products",
     "u": "https://apps.shopify.com/visibly"
    },
    "prompts": {
     "v": "partial",
     "q": "AI-generated prompt suggestions",
     "u": "https://apps.shopify.com/visibly"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Switzerland",
   "hq_src": "https://apps.shopify.com/visibly",
   "founded": 2015,
   "founded_src": "https://linkedin.com/company/what.",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://apps.shopify.com/visibly"
   },
   "slug": "visibly"
  },
  {
   "n": "Visibly AI (getvisibly.ai)",
   "u": "https://getvisibly.ai",
   "w": "A tool and Shopify app that measures brand visibility in ChatGPT and Gemini and audits products, built for Shopify merchants.",
   "w_u": "https://getvisibly.ai",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "runs them on ChatGPT and Gemini on a schedule",
     "u": "https://getvisibly.ai"
    },
    "sources": {
     "v": "partial",
     "q": "Get listed in 2 buying guides that Gemini cites for your category",
     "u": "https://getvisibly.ai"
    },
    "content": {
     "v": "yes",
     "q": "Add an FAQ answering the buying questions AI gets asked about your niche",
     "u": "https://getvisibly.ai"
    },
    "technical": {
     "v": "yes",
     "q": "Your collection pages block AI crawlers",
     "u": "https://getvisibly.ai"
    },
    "pr": {
     "v": "partial",
     "q": "Get listed in 2 buying guides",
     "u": "https://getvisibly.ai"
    },
    "commerce": {
     "v": "yes",
     "q": "Make every product AI-ready",
     "u": "https://getvisibly.ai"
    },
    "prompts": {
     "v": "partial",
     "q": "Visibly generates the buying questions that matter for your market",
     "u": "https://getvisibly.ai"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Visibly AI Visibility & AEO",
   "hq": "United States",
   "hq_src": "https://apps.shopify.com/visibly-ai",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://apps.shopify.com/visibly-ai"
   },
   "slug": "visibly-ai-getvisibly"
  },
  {
   "n": "Vizby",
   "u": "https://www.swap-commerce.com/discovery",
   "w": "AI visibility agent for Shopify stores that scores brands per AI assistant and writes fixes into the store.",
   "w_u": "https://www.swap-commerce.com/discovery",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your brand is scored on each major AI assistant, not given one blended number",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "sources": {
     "v": "yes",
     "q": "the sources AI cites to back its answer",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "content": {
     "v": "yes",
     "q": "Product, collection, FAQ, and structured data updates written for you",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "technical": {
     "v": "partial",
     "q": "Product, collection, FAQ, and structured data updates written for you",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Visibility across AI shopping",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "prompts": {
     "v": "partial",
     "q": "The buying prompts that decide your category",
     "u": "https://www.swap-commerce.com/discovery"
    },
    "agency": {
     "v": "no"
    }
   },
   "acquired": true,
   "read": "2026-11-02",
   "slug": "vizby"
  },
  {
   "n": "Wigley Studios",
   "u": "https://wigleystudios.com/cited.html",
   "w": "Shopify app that measures whether AI assistants recommend a store for buyer questions, then publishes FAQ and schema fixes to the storefront.",
   "w_u": "https://wigleystudios.com/cited.html",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See whether ChatGPT, Gemini & Perplexity recommend your store for the buyer questions your customers actually ask",
     "u": "https://wigleystudios.com/cited.html"
    },
    "sources": {
     "v": "yes",
     "q": "with the real citations they return",
     "u": "https://wigleystudios.com/cited.html"
    },
    "content": {
     "v": "yes",
     "q": "Cited writes the FAQs",
     "u": "https://wigleystudios.com/cited.html"
    },
    "technical": {
     "v": "yes",
     "q": "FAQs - with the FAQPage schema AI search reads and cites",
     "u": "https://wigleystudios.com/cited.html"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Cited shows whether your products get recommended for those questions",
     "u": "https://wigleystudios.com/cited.html"
    },
    "prompts": {
     "v": "partial",
     "q": "reads your catalog to build the buyer questions shoppers ask",
     "u": "https://wigleystudios.com/cited.html"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Cited: AI Search Visibility",
   "hq": "United States",
   "hq_src": "https://wigleystudios.com/privacy.html",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://apps.shopify.com/cited"
   },
   "slug": "wigley-studios"
  },
  {
   "n": "Wildcard",
   "u": "https://wild-card.ai/",
   "w": "AI search optimization for ecommerce storefronts: tracks AI shopping answers, drafts catalog, content and outreach work, measures revenue.",
   "w_u": "https://wild-card.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Wildcard shows you which products ChatGPT, Gemini, and Perplexity recommend, why they win, and what to change so yours makes the list.",
     "u": "https://wild-card.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Third-party source opportunities researched and prepared for review.",
     "u": "https://wild-card.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Every gap becomes drafted work: enriched product data, collection pages, blogs",
     "u": "https://wild-card.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Every gap becomes drafted work: ... press outreach, Reddit, and YouTube. Nothing publishes without you.",
     "u": "https://wild-card.ai/"
    },
    "agency": {
     "v": "yes",
     "q": "Run AI search across every ecommerce client with separate workspaces, shared delivery workflows, clear approvals, and reporting built for client conversations.",
     "u": "https://wild-card.ai/agencies"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Real buyer questions with real search volume, asked weekly across ChatGPT, Gemini, Perplexity, and Claude",
     "u": "https://wild-card.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "Wildcard optimizes ecommerce and retail storefronts for AI shopping surfaces.",
     "u": "https://wild-card.ai/"
    }
   },
   "hq": "United States",
   "hq_src": "https://wild-card.ai/about",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-11",
    "src": "https://americanbazaaronline.com/2026/07/17/indian-american-entrepreneur-launches-wildcard-484747/"
   },
   "slug": "wildcard"
  },
  {
   "n": "Wilgot",
   "u": "https://www.wilgot.ai/",
   "w": "A platform that rewrites enterprise product catalogs so AI search engines, ad systems and shopping agents can find and recommend the products.",
   "w_u": "https://www.wilgot.ai/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our closed feedback loop monitors how products perform across Google and AI search",
     "u": "https://www.wilgot.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "We enrich your product pages with structured, high-quality, and intent-aligned content",
     "u": "https://www.wilgot.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "We design semantic product nodes: content that is understandable, citeable, and persistent in AI.",
     "u": "https://www.wilgot.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Wilgot upgrades your product catalog so AI search engines, ad systems, and shopping agents can find, recommend, and sell your products.",
     "u": "https://www.wilgot.ai/"
    },
    "prompts": {
     "v": "yes",
     "q": "We analyze billions of real customer queries and first-party data across internal sources, Google, ChatGPT, and Perplexity in 100+ markets.",
     "u": "https://www.wilgot.ai/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Agentic Product Optimization",
   "hq": "Sweden",
   "hq_src": "https://www.linkedin.com/posts/wilgot_were-proud-to-be-named-one-of-europes-top-activity-7394345260279042048-EGaX",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/posts/wilgot_were-proud-to-be-named-one-of-europes-top-activity-7394345260279042048-EGaX",
   "tier": 3,
   "read": "2026-11-02",
   "slug": "wilgot"
  },
  {
   "n": "Yotpo",
   "u": "https://www.yotpo.com/",
   "w": "Reviews and loyalty software with Discover, a product that tracks how AI engines rank products, for ecommerce brands, retailers and agencies.",
   "w_u": "https://www.yotpo.com/discover/",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See how ChatGPT, Gemini, and leading AI engines rank your products.",
     "u": "https://www.yotpo.com/discover/"
    },
    "sources": {
     "v": "partial",
     "q": "check citation performance",
     "u": "https://www.yotpo.com/discover/"
    },
    "content": {
     "v": "yes",
     "q": "Pull insights, create content, check citation performance, and run recurring workflows.",
     "u": "https://www.yotpo.com/discover/"
    },
    "technical": {
     "v": "partial",
     "q": "Optimize on-site and off-site signals",
     "u": "https://www.yotpo.com/"
    },
    "pr": {
     "v": "yes",
     "q": "engages real reviewers and loyalty communities across ecosystems AI engines trust",
     "u": "https://www.yotpo.com/discover/"
    },
    "commerce": {
     "v": "yes",
     "q": "Control how AI ranks and recommends your products",
     "u": "https://www.yotpo.com/"
    },
    "prompts": {
     "v": "yes",
     "q": "See the prompts shoppers use, what drives rankings, and take action",
     "u": "https://www.yotpo.com/discover/"
    },
    "agency": {
     "v": "yes",
     "q": "and next steps across clients",
     "u": "https://www.yotpo.com/discover/"
    }
   },
   "product": "Yotpo Discover",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/yotpo",
   "founded": 2011,
   "founded_src": "https://www.yotpo.com/about/",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/yotpo_were-thrilled-to-introduce-discover-the-activity-7441911851652837376-_MHP"
   },
   "slug": "yotpo"
  },
  {
   "n": "ZonGuru",
   "u": "https://www.zonguru.com",
   "w": "Listing engineering software that scores and rewrites Amazon listings for Amazon's AI and A9, for brands and agencies.",
   "w_u": "https://www.zonguru.com",
   "cat": "ecommerce",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Your listings get an AI Readiness Score",
     "u": "https://www.zonguru.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Your titles, bullets, description and shopper questions are engineered in one run, for human buyers and for the AI engine.",
     "u": "https://www.zonguru.com"
    },
    "technical": {
     "v": "partial",
     "q": "AI Readiness Score: See how AI-ready your listings are.",
     "u": "https://www.zonguru.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Win Amazon’s AI recommendation.",
     "u": "https://www.zonguru.com"
    },
    "prompts": {
     "v": "partial",
     "q": "The questions shoppers ask Amazon's agent about products like yours",
     "u": "https://www.zonguru.com"
    },
    "agency": {
     "v": "yes",
     "q": "Manage every client from one place.",
     "u": "https://www.zonguru.com"
    }
   },
   "product": "Helix",
   "founded": 2016,
   "founded_src": "https://www.zonguru.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "zonguru"
  },
  {
   "n": "AEO God Mode",
   "u": "https://aeogodmode.io/",
   "w": "A WordPress plugin that checks and fixes pages for AI search, logs AI crawler visits and tracks citations, for site owners and agencies.",
   "w_u": "https://aeogodmode.io/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track AI mentions of your site",
     "u": "https://aeogodmode.io/"
    },
    "sources": {
     "v": "yes",
     "q": "Who the AIs quote instead of you",
     "u": "https://aeogodmode.io/"
    },
    "content": {
     "v": "yes",
     "q": "rewrites them in one click.",
     "u": "https://aeogodmode.io/"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers your robots.txt allows, blocks or never mentions.",
     "u": "https://aeogodmode.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Citation tracking across all client sites",
     "u": "https://aeogodmode.io/pricing/"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://aeogodmode.io/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://api.wordpress.org/plugins/info/1.0/aeo-god-mode.json"
   },
   "slug": "aeo-god-mode"
  },
  {
   "n": "AICitare",
   "u": "https://aicitare.com/",
   "w": "A WordPress plugin that scores pages for AI readiness, applies schema fixes and tracks citations across AI engines, for WordPress site owners.",
   "w_u": "https://aicitare.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track prompts across ChatGPT, Perplexity, Gemini, Claude, Grok and Ollama.",
     "u": "https://aicitare.com/"
    },
    "sources": {
     "v": "yes",
     "q": "See citations, position and competitors over time.",
     "u": "https://aicitare.com/"
    },
    "content": {
     "v": "yes",
     "q": "Paste any passage and get three AI rewrites tuned for direct answers, clear facts and natural tone.",
     "u": "https://aicitare.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Auto-generated llms.txt, llms-full.txt and ai.txt, an AI Bot Tracker over 7/30/90 days",
     "u": "https://aicitare.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://wordpress.org/plugins/aicitare/"
   },
   "slug": "aicitare"
  },
  {
   "n": "Athena SEO AI",
   "u": "https://athenaseo.ai/",
   "w": "WordPress plugin suite for local SEO content, rank tracking and Google AI Overviews scanning, for small businesses and multi-location brands.",
   "w_u": "https://athenaseo.ai/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track Google AI Overviews appearances",
     "u": "https://athenaseo.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "scans and restructures your current content to optimize it for SEO, Google AI Overviews, and Generative Engine Optimization",
     "u": "https://athenaseo.ai/"
    },
    "technical": {
     "v": "partial",
     "q": "(Google Schema and structured data)",
     "u": "https://athenaseo.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Athena SEO Live (Google AI Overviews scanner); Athena SEO Pro",
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/athena-seo-ai/",
   "founded": 2024,
   "founded_src": "https://www.linkedin.com/company/athena-seo-ai/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "athena-seo-ai"
  },
  {
   "n": "ByTheWeb AI",
   "u": "https://bytheweb.ai/",
   "w": "Free WordPress plugins that audit SEO and GEO readiness, generate llms.txt and schema, and write AI summaries and FAQs with paid credits, for site owners.",
   "w_u": "https://bytheweb.ai/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Visibility audits; SEO & GEO Dashboard; Free Site Scanner",
     "u": "https://bytheweb.ai/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "It connects to your site and generates the actual content to fill those fields automatically.",
     "u": "https://bytheweb.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "ByTheWeb GEO automatically generates an AI-readable llms.txt index",
     "u": "https://bytheweb.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "ByTheWeb AI / ByTheWeb GEO",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-04",
    "src": "https://api.wordpress.org/plugins/info/1.0/bytheweb-ai.json"
   },
   "slug": "bytheweb-ai"
  },
  {
   "n": "CiteBoost GEO",
   "u": "https://wp-geo-optimizer.com/",
   "w": "WordPress plugin that scores AI readiness, generates schema and llms.txt, tracks AI bot visits and monitors Perplexity citations, for site owners.",
   "w_u": "https://wp-geo-optimizer.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "partial",
     "q": "See citations in AI responses via the Perplexity API.",
     "u": "https://wp-geo-optimizer.com/"
    },
    "sources": {
     "v": "partial",
     "q": "tracks whether AI engines are actually citing your content",
     "u": "https://wp-geo-optimizer.com/about"
    },
    "content": {
     "v": "yes",
     "q": "Content tips now quote your actual content.",
     "u": "https://wp-geo-optimizer.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Detect which AI bots can crawl your site and fix access issues with one click.",
     "u": "https://wp-geo-optimizer.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "generate structured data (including WooCommerce Product schema)",
     "u": "https://wp-geo-optimizer.com/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "citeboost-geo"
  },
  {
   "n": "CiteWP",
   "u": "https://citewp.com/",
   "w": "WordPress plugin that detects AI crawlers, generates llms.txt and scores posts for citability, for content managers, marketers and developers; paid tracking is on a waitlist.",
   "w_u": "https://citewp.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "partial",
     "q": "CiteWP Pro (launching May 2026) adds citation tracking, multi-site dashboards, and competitor citation comparison.",
     "u": "https://citewp.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Competitor citation tracking will show you when an AI",
     "u": "https://citewp.com/pro"
    },
    "content": {
     "v": "yes",
     "q": "Cite Score evaluates 17 signals across three categories",
     "u": "https://citewp.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Detect every AI bot visiting your site",
     "u": "https://citewp.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "CiteWP Pro (launching May 2026) adds citation tracking, multi-site dashboards",
     "u": "https://citewp.com/"
    }
   },
   "product": "CiteWP AI Search Optimizer",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://api.wordpress.org/plugins/info/1.0/citewp-ai-search-optimizer.json"
   },
   "slug": "citewp"
  },
  {
   "n": "Contentstack",
   "u": "https://www.contentstack.com/",
   "w": "Contentstack sells a headless CMS and agent platform to enterprises, plus Canoe, which tracks how AI engines answer buyer questions about a brand.",
   "w_u": "https://www.contentstack.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Contentstack Canoe tracks how ChatGPT, Claude and Perplexity answer the questions your buyers are asking, then shows you what to fix.",
     "u": "https://www.contentstack.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every cited URL, split into yours, competitors’ and third‑party.",
     "u": "https://canoe.contentstack.com/"
    },
    "content": {
     "v": "partial",
     "q": "which sources get cited and what to fix first",
     "u": "https://canoe.contentstack.com/"
    },
    "technical": {
     "v": "yes",
     "q": "on every plan checks whether AI crawlers can read your site.",
     "u": "https://canoe.contentstack.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Contentstack Canoe",
   "hq": "United States",
   "hq_src": "https://www.contentstack.com/about",
   "founded": 2018,
   "founded_src": "https://www.linkedin.com/posts/tie-mumbai_investment-funding-venturecapital-activity-6998647907016978433-BMVM",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-09",
    "src": "https://www.contentstack.com/blog/announcements/meet-contentstack-canoe-ai-visibility-tool"
   },
   "slug": "contentstack"
  },
  {
   "n": "Durable",
   "u": "https://durable.com/",
   "w": "AI website and business builder for small businesses, with an SEO and GEO product that shows where AI engines rank the business.",
   "w_u": "https://durable.com/seo-geo",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See exactly where your business shows up when people ask ChatGPT, Gemini, Grok, and Perplexity for recommendations.",
     "u": "https://durable.com/seo-geo"
    },
    "sources": {
     "v": "partial",
     "q": "directories, reviews and credible sources that AI platforms evaluate",
     "u": "https://durable.com/blog/introducing-seo-geo"
    },
    "content": {
     "v": "partial",
     "q": "guides you on what to fix, and how you compare to competitors",
     "u": "https://durable.com/blog/introducing-seo-geo"
    },
    "technical": {
     "v": "yes",
     "q": "llms.txt so AI tools can read and recommend you",
     "u": "https://durable.com/seo-geo"
    },
    "pr": {
     "v": "partial",
     "q": "Durable finds the best directories for your business, gets you listed",
     "u": "https://durable.com/seo-geo"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "You'll see real search queries that customers in your category are asking",
     "u": "https://durable.com/blog/introducing-seo-geo"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "SEO & GEO",
   "hq": "Canada",
   "hq_src": "https://durable.com/about",
   "founded": 2021,
   "founded_src": "https://www.linkedin.com/posts/jclift_introducing-discoverability-by-durable-activity-7445166117083361281-b3tw",
   "tier": 2,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03-17",
    "src": "https://durable.com/blog/launch"
   },
   "slug": "durable"
  },
  {
   "n": "LLMagnet",
   "u": "https://llmagnet.com/",
   "w": "WordPress and Shopify plugin that tracks AI bot visits and brand prompts and generates llms.txt files, for site owners and stores.",
   "w_u": "https://llmagnet.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "LLMagnet tracks the prompts that mention your site and shows how your ranking evolves over time.",
     "u": "https://llmagnet.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Actionable visibility tips",
     "u": "https://llmagnet.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Automatically build and maintain your llms.txt so AI crawlers can better understand your site structure and content focus.",
     "u": "https://llmagnet.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "LLMagnet connects to your product data so Ai can display accurate info in generative search.",
     "u": "https://llmagnet.com/"
    },
    "prompts": {
     "v": "partial",
     "q": "Which prompts include your brand",
     "u": "https://llmagnet.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Israel",
   "hq_src": "https://www.linkedin.com/company/llmagnet",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-08",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&slug=llmagnet-llm-txt-generator"
   },
   "slug": "llmagnet"
  },
  {
   "n": "Pewit Labs",
   "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html",
   "w": "WordPress plugin that scores pages for AI citation, generates FAQ and schema, and runs prompt tests, for site owners and agencies.",
   "w_u": "https://pewitlabs.com/product-ai-visibility-toolkit.html",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "run prompt tests that check whether ChatGPT, Gemini and Perplexity actually name your brand",
     "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Score any page for how likely AI assistants are to cite it",
     "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html"
    },
    "technical": {
     "v": "yes",
     "q": "Emit FAQPage, QAPage, Article and Organization JSON-LD",
     "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generate the exact questions your audience asks AI",
     "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html"
    },
    "agency": {
     "v": "yes",
     "q": "Agency adds white-label, multi-site and competitor monitoring.",
     "u": "https://pewitlabs.com/product-ai-visibility-toolkit.html"
    }
   },
   "product": "Pewit AI Visibility Toolkit",
   "hq": "Poland",
   "hq_src": "https://pewitlabs.com/about.html",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07-13",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&request%5Bslug%5D=pewit-geo-analysis-tool"
   },
   "slug": "pewit-labs"
  },
  {
   "n": "Publive",
   "u": "https://www.thepublive.com/",
   "w": "CMS and digital experience platform for media publishers and enterprise brands, with an AXP product that serves AI crawlers and tracks prompts.",
   "w_u": "https://axp.thepublive.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt tracking and insights across ChatGPT, Gemini, Claude and AI Overviews, against every competitor.",
     "u": "https://axp.thepublive.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Share of voice, sentiment and the sources behind every answer",
     "u": "https://axp.thepublive.com/"
    },
    "content": {
     "v": "yes",
     "q": "Publish governed, schema-rich content built to be cited by AI, not your competitors.",
     "u": "https://axp.thepublive.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Serve AI crawlers a clean, structured version of your pages, and get found in AI answers without changing your site.",
     "u": "https://axp.thepublive.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Suggested prompts where competitors are named and you are not",
     "u": "https://axp.thepublive.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Publive AXP",
   "hq": "India",
   "hq_src": "https://30stades.com/startups/from-human-digital-experiences-to-machine-readers-how-publive-found-its-next-product-by-watching-ai-crawlers-12493362",
   "founded": 2022,
   "founded_src": "https://www.thepublive.com/company",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "publive"
  },
  {
   "n": "Sitecore",
   "u": "https://www.sitecore.com/",
   "w": "Sitecore sells marketing teams Scrunch powered AI visibility tracking, agent traffic analytics and content optimization connected to its content platform.",
   "w_u": "https://www.sitecore.com/platform/ai-search",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Prompt monitoring shows how often and how prominently a brand appears for relevant queries",
     "u": "https://www.sitecore.com/platform/ai-search"
    },
    "sources": {
     "v": "yes",
     "q": "citation tracking identifies the sources influencing those answers",
     "u": "https://www.sitecore.com/platform/ai-search"
    },
    "content": {
     "v": "yes",
     "q": "Identify discoverability gaps as content is created or edited, then help authors address them in Page Builder",
     "u": "https://www.sitecore.com/platform/ai-search"
    },
    "technical": {
     "v": "yes",
     "q": "Track AI visitors by model, page, and agent type",
     "u": "https://www.sitecore.com/platform/ai-search"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Scrunch helps brands understand what buyers are asking",
     "u": "https://www.sitecore.com/platform/ai-search"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI search - Powered by Scrunch",
   "hq": "United States",
   "hq_src": "https://www.sitecore.com/company/newsroom/press-releases/2024/10/sitecore-surpasses-500m-usd-in-arr",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.prnewswire.com/news-releases/sitecore-acquires-scrunch-to-help-brands-influence-discovery-and-buying-decisions-in-the-ai-search-era-302790214.html"
   },
   "slug": "sitecore"
  },
  {
   "n": "Squarespace",
   "u": "https://www.squarespace.com/ai-visibility",
   "w": "Squarespace gives website customers a dashboard tool that runs prompts through AI engines and shows mentions, rank and competitors.",
   "w_u": "https://www.squarespace.com/ai-visibility",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Each prompt is run through AI search engines like ChatGPT to show if your site is mentioned",
     "u": "https://www.squarespace.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Identify competitor brands and source websites that AI search platforms use when making recommendations in your category.",
     "u": "https://www.squarespace.com/ai-visibility"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Visibility autogenerates realistic questions someone might ask AI tools about brands and businesses like yours.",
     "u": "https://www.squarespace.com/ai-visibility"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "hq": "United States",
   "hq_src": "https://www.sec.gov/Archives/edgar/data/1496963/000149696324000007/sqsp-20240228.htm",
   "founded": 2003,
   "founded_src": "https://www.squarespace.com/about/company",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://newsroom.squarespace.com/blog/ai-visibility-helps-businesses-navigate-the-shift-to-ai-powered-search"
   },
   "slug": "squarespace"
  },
  {
   "n": "Triomize",
   "u": "https://triomize.com/",
   "w": "A WordPress plugin that scores each page for SEO, AEO and GEO, checks AI crawler access and generates llms.txt.",
   "w_u": "https://triomize.com/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Site-wide coherence map + Share of Model",
     "u": "https://triomize.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Every check shows you exactly what to fix and why it matters.",
     "u": "https://triomize.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Triomize auto-publishes a /llms.txt file on your domain",
     "u": "https://triomize.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://api.wordpress.org/plugins/info/1.2/?action=plugin_information&slug=triomize"
   },
   "slug": "triomize"
  },
  {
   "n": "Webflow",
   "u": "https://webflow.com/",
   "w": "Webflow sells enterprise customers AI agents inside its site builder that track AI answer visibility, monitor AI crawlers and ship content and metadata fixes.",
   "w_u": "https://webflow.com/feature/aeo",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track which prompts your brand appears in, how often you're cited, and how both trend over time.",
     "u": "https://webflow.com/feature/aeo"
    },
    "sources": {
     "v": "partial",
     "q": "how often you're cited",
     "u": "https://webflow.com/feature/aeo"
    },
    "content": {
     "v": "yes",
     "q": "Get on-brand content recommendations, briefs, and full drafts from agents",
     "u": "https://webflow.com/feature/aeo"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI bots visit, which pages they focus on, and how crawl patterns change",
     "u": "https://webflow.com/feature/aeo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Webflow AEO",
   "hq": "United States",
   "hq_src": "https://www.cmswire.com/digital-experience/webflow-launches-aeo-for-enterprise/",
   "founded": 2013,
   "founded_src": "https://webflow.com/about",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "webflow"
  },
  {
   "n": "WellCited",
   "u": "https://wellcited.app/",
   "w": "WordPress plugin that scores posts for how well AI answer engines can find and quote them, and helps fix them in the editor.",
   "w_u": "https://wellcited.app/",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "then helps you fix it, in place",
     "u": "https://wellcited.app/"
    },
    "technical": {
     "v": "yes",
     "q": "scores every post from 0 to 100 across six categories — answer readiness, structure, schema, freshness, authority and technical",
     "u": "https://wellcited.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "White-label client report with your branding",
     "u": "https://wellcited.app/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "wellcited"
  },
  {
   "n": "Wix",
   "u": "https://www.wix.com/",
   "w": "Website builder with a built-in AI Visibility tool tracking how LLMs mention a site, AI-driven traffic and the sources LLMs rely on.",
   "w_u": "https://www.wix.com/seo",
   "cat": "cms",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track where and how LLMs mention your brand, and get actionable insights to increase your reach across today's leading AI platforms.",
     "u": "https://www.wix.com/"
    },
    "sources": {
     "v": "yes",
     "q": "discover which sources these tools rely on",
     "u": "https://www.wix.com/seo"
    },
    "content": {
     "v": "partial",
     "q": "get actionable insights to increase your reach across today's leading AI platforms",
     "u": "https://www.wix.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Wix AI Bot Log Reports",
     "u": "https://www.wix.com/studio/ai-search-lab/best-tools-to-track-brand-visibility-in-ai-search"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Visibility Overview",
   "hq": "Israel",
   "hq_src": "https://www.wix.com/about/us",
   "founded": 2006,
   "founded_src": "https://www.wix.com/about/us",
   "tier": 1,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-07",
    "src": "https://www.nasdaq.com/press-release/wix-launches-ai-visibility-overview-full-generative-engine-optimization-support-ai"
   },
   "slug": "wix-ai-visibility"
  },
  {
   "n": "AI Brand Visibility",
   "u": "https://aibrandviz.com/",
   "w": "A benchmark and analytics platform from Dynvibe that tracks how ChatGPT, Gemini and Google AI recommend brands by category, for marketing and insights teams.",
   "w_u": "https://aibrandviz.com/en/about-ai-visibility",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It helps companies track their performance in AI-generated answers",
     "u": "https://aibrandviz.com/en/about-ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "Source and Article mapping",
     "u": "https://aibrandviz.com/en/about-ai-visibility"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "France",
   "hq_src": "https://aibrandviz.com/en/legal-notice",
   "founded": 2009,
   "founded_src": "https://aibrandviz.com/en/about-dynvibe",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-02",
    "src": "https://aibrandviz.com/en/press-release-launch-international"
   },
   "slug": "ai-brand-visibility"
  },
  {
   "n": "Amplitude",
   "u": "https://amplitude.com/",
   "w": "Product analytics suite with an AI Visibility product that tracks brand visibility score, prompts, sentiment and cited sources across LLMs.",
   "w_u": "https://amplitude.com/ai-visibility",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand exactly when and how you show up across different prompts and LLMs, and how you stack up against competitors.",
     "u": "https://amplitude.com/ai-visibility"
    },
    "sources": {
     "v": "yes",
     "q": "the sources LLMs cite to understand what drives mentions",
     "u": "https://amplitude.com/ai-visibility"
    },
    "content": {
     "v": "partial",
     "q": "Create content on topics that rivals dominate.",
     "u": "https://amplitude.com/ai-visibility"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "See the exact topics where rivals beat you",
     "u": "https://www.amplitude.com/blog/ai-visibility-launch"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Amplitude AI Visibility",
   "hq": "United States",
   "hq_src": "https://amplitude.com/contact",
   "founded": 2012,
   "founded_src": "https://amplitude.com/press/series-a",
   "tier": 1,
   "read": "2026-10-30",
   "slug": "amplitude-ai-visibility"
  },
  {
   "n": "Attrifast",
   "u": "https://attrifast.com/",
   "w": "Web analytics and revenue attribution that adds AI traffic, AI crawler tracking and AI visibility scans, for founders and small stores.",
   "w_u": "https://attrifast.com/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "see how often each engine mentions you for the prompts your buyers actually ask",
     "u": "https://attrifast.com/"
    },
    "sources": {
     "v": "yes",
     "q": "every domain the assistant pointed at is counted",
     "u": "https://attrifast.com/tools/ai-visibility-checker"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawler tracking",
     "u": "https://attrifast.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Track the prompts that matter",
     "u": "https://attrifast.com/"
    },
    "agency": {
     "v": "partial",
     "q": "agency --multi-site --api --export",
     "u": "https://attrifast.com/"
    }
   },
   "product": "Attrifast AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "attrifast"
  },
  {
   "n": "Clickport",
   "u": "https://clickport.io/",
   "w": "Cookieless web analytics for site owners and agencies, with reports on AI crawler visits, AI citations and AI referral traffic.",
   "w_u": "https://clickport.io/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Track how your site is read and cited by ChatGPT, Claude, Perplexity, and Google AI",
     "u": "https://clickport.io/"
    },
    "sources": {
     "v": "partial",
     "q": "Track how your site is read and cited by ChatGPT, Claude, Perplexity, and Google AI",
     "u": "https://clickport.io/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Plus AI crawler tracking, verified against official IP ranges.",
     "u": "https://clickport.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Per-client dashboards, share links, one-click reports.",
     "u": "https://clickport.io/"
    }
   },
   "hq": "Germany",
   "hq_src": "https://clickport.io/imprint",
   "read": "2026-10-30",
   "slug": "clickport"
  },
  {
   "n": "GrowByData",
   "u": "https://growbydata.com/",
   "w": "Enterprise search and ad intelligence suite; its LLM Brand Intelligence module tracks visibility and citation share in ChatGPT, AIO, Perplexity.",
   "w_u": "https://growbydata.com/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Measure how your brand appears across ChatGPT, Google AIO, and Perplexity using large-scale, real-world prompts rather than isolated tests.",
     "u": "https://growbydata.com/solutions/llm-intelligence/"
    },
    "sources": {
     "v": "yes",
     "q": "Attribute AI visibility to the exact domains, URLs, and citation signals models rely on when referencing your brand and competitors.",
     "u": "https://growbydata.com/solutions/llm-intelligence/"
    },
    "content": {
     "v": "partial",
     "q": "Identify content gaps that cause AI models to exclude or misrepresent your brand.",
     "u": "https://growbydata.com/solutions/llm-intelligence/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Industries ... Agencies; 'Our clients have leveraged GBD's tools'",
     "u": "https://growbydata.com/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "ChatGPT Ads Monitoring",
     "u": "https://growbydata.com/"
    }
   },
   "product": "LLM Brand Intelligence",
   "hq": "United States",
   "hq_src": "https://growbydata.com/",
   "founded": 2014,
   "founded_src": "https://growbydata.com/about-growbydata/",
   "tier": 2,
   "read": "2026-10-30",
   "slug": "growbydata-gbd-compass"
  },
  {
   "n": "Ipsos Synthesio",
   "u": "https://www.synthesio.com",
   "w": "Synthesio sells enterprise brands a monitoring and reporting solution covering brand position in AI answers, cited sources and consumer search intent.",
   "w_u": "https://www.synthesio.com/use-cases/ai-visibility/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track your brand's presence and positioning in AI answers vs competitors",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "What sources does AI leverage in its responses?",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "Identify content gaps, monitor Share of Voice, and get actionable recommendations",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "technical": {
     "v": "partial",
     "q": "improve both AI discoverability and agent operability",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "pr": {
     "v": "partial",
     "q": "identify which media sources influence AI responses",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "commerce": {
     "v": "yes",
     "q": "Monitor product visibility in AI shopping answers, simulate agent purchase journeys, and identify blockers in checkout flows.",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "prompts": {
     "v": "yes",
     "q": "Understand what consumers are searching for in your category",
     "u": "https://www.synthesio.com/use-cases/ai-visibility/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Ipsos Synthesio AI Visibility",
   "hq": "France",
   "hq_src": "https://www.ipsos.com/sites/default/files/ct/newsroom/documents/2026-02/Press%20Release%20-%202025%20Annual%20Results%20-%20240226%20-%20EN%20-%20FINAL%20VERSION.pdf",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://www.ipsos.com/en/track-and-optimize-brand-visibility-ai-search-results-with-ipsos-synthesio"
   },
   "slug": "ipsos-synthesio"
  },
  {
   "n": "Kitbase",
   "u": "https://kitbase.dev/",
   "w": "Web and product analytics software that also tracks brand mentions in AI answers, AI crawler visits, backlinks and link placements.",
   "w_u": "https://kitbase.dev/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "tracks who gets named, who gets cited, and where you rank",
     "u": "https://kitbase.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "Which sources each AI engine cites, updated nightly",
     "u": "https://kitbase.dev/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "See which AI crawlers hit your site, and what they read",
     "u": "https://kitbase.dev/"
    },
    "pr": {
     "v": "partial",
     "q": "Buy placements on relevant, vetted publishers",
     "u": "https://kitbase.dev/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "kitbase"
  },
  {
   "n": "PulseRank",
   "u": "https://pulserank.ai/",
   "w": "PulseRank sells WordPress site owners a plugin that detects AI bots and referrals and suggests changes for AEO and GEO.",
   "w_u": "https://pulserank.ai/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "which pages they reference",
     "u": "https://pulserank.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Get clear, practical suggestions to help your pages show up more often in AI answers and recommendations.",
     "u": "https://pulserank.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "(including GPTBot, ClaudeBot, and PerplexityBot)",
     "u": "https://pulserank.ai/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "See how AI traffic turns into sales",
     "u": "https://pulserank.ai/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies and multi-site operators.",
     "u": "https://pulserank.ai/pricing/"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "pulserank"
  },
  {
   "n": "Similarweb",
   "u": "https://www.similarweb.com/",
   "w": "Digital-intelligence suite; AI Brand Visibility tracks brand mentions, prompts, sentiment and cited sources in ChatGPT, AI Mode, Gemini, Perplexity.",
   "w_u": "https://aisearch.similarweb.com/ai-brand-visibility/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "track how often your brand shows up in AI search answers, which topics drive mentions, and if you're cited as a source",
     "u": "https://aisearch.similarweb.com/ai-brand-visibility/"
    },
    "sources": {
     "v": "yes",
     "q": "Analyze the impact of domains and pinpoint the exact URLs used as sources",
     "u": "https://aisearch.similarweb.com/ai-brand-visibility/"
    },
    "content": {
     "v": "partial",
     "q": "AI Optimization Recommendations",
     "u": "https://aisearch.similarweb.com/ai-brand-visibility/"
    },
    "pr": {
     "v": "partial",
     "q": "Identify the sources influencing AI answers for your topics down to the exact link so you can build stronger partnerships.",
     "u": "https://aisearch.similarweb.com/ai-brand-visibility/"
    },
    "agency": {
     "v": "partial",
     "q": "Agencies",
     "u": "https://aisearch.similarweb.com/ai-brand-visibility/"
    },
    "technical": {
     "v": "partial",
     "q": "AI Traffic: How much traffic are you and your competitors getting from AI engines",
     "u": "https://aisearch.similarweb.com/blog/introducing-gen-ai-intelligence/"
    },
    "prompts": {
     "v": "yes",
     "q": "AI Prompt Analysis",
     "u": "https://www.similarweb.com/"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Search Intelligence",
   "hq": "Israel",
   "hq_src": "https://aisearch.similarweb.com/ai-brand-visibility/",
   "tier": 1,
   "read": "2026-10-30",
   "slug": "similarweb-ai-brand-visibility"
  },
  {
   "n": "Sonde",
   "u": "https://sondeanalytics.com",
   "w": "Open source LLM brand monitoring tool, self-hosted or as a paid hosted service, for developers, agencies and professionals.",
   "w_u": "https://sondeanalytics.com",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Understand how your brand shows up in LLM responses.",
     "u": "https://sondeanalytics.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "You define the questions your customers are asking",
     "u": "https://sondeanalytics.com"
    },
    "agency": {
     "v": "partial",
     "q": "Ideal for growing startups, agencies and professional teams.",
     "u": "https://sondeanalytics.com/pricing"
    }
   },
   "product": "Sonde Analytics",
   "hq": "Italy",
   "hq_src": "https://sondeanalytics.com/terms",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "sonde"
  },
  {
   "n": "ThriveStack AI",
   "u": "https://www.thrivestack.ai/",
   "w": "AI visibility audits and fixes for brands and agencies, sold beside a revenue intelligence product for B2B SaaS teams.",
   "w_u": "https://www.thrivestack.ai/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Statistically grounded Wilson score testing across 6 major LLM platforms.",
     "u": "https://www.thrivestack.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Citations | Domains | URLs",
     "u": "https://www.thrivestack.ai/"
    },
    "content": {
     "v": "yes",
     "q": "Deploy JSON-LD schemas and answer-ready BLUF briefs straight to your CMS or repo.",
     "u": "https://www.thrivestack.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "Direct verification of GPTBot, ClaudeBot, and PerplexityBot crawls to eliminate ghosting.",
     "u": "https://www.thrivestack.ai/"
    },
    "pr": {
     "v": "yes",
     "q": "Owned Media: Blogs, Listicles, PR & Reddit",
     "u": "https://www.thrivestack.ai/"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT Ads monitoring and competitor ad intelligence",
     "u": "https://www.thrivestack.ai/citedby"
    },
    "prompts": {
     "v": "partial",
     "q": "Prompts per Run (25 included) ... Prompt Tracking Cadence",
     "u": "https://www.thrivestack.ai/pricing"
    },
    "agency": {
     "v": "yes",
     "q": "Agencies | One platform across all your clients",
     "u": "https://www.thrivestack.ai/citedby"
    }
   },
   "product": "ThriveStack citedby",
   "hq": "United States",
   "hq_src": "https://linkedin.com/company/thrivestack",
   "founded": 2024,
   "founded_src": "https://linkedin.com/company/thrivestack",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "thrivestack-ai"
  },
  {
   "n": "User Local",
   "u": "https://userlocal.jp/",
   "w": "User Local sells marketers a digital marketing suite with an LLMO dashboard tracking citation rates in major AI engines and AI referral traffic.",
   "w_u": "https://ui.userlocal.jp/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "yes",
     "q": "主要な生成AIでの自社/競合の引用率・カバー率を一覧と推移で把握できます。",
     "u": "https://ui.userlocal.jp/"
    },
    "sources": {
     "v": "yes",
     "q": "どのページを引用しているのかをランキング形式で確認できます (ranks which pages AI cites)",
     "u": "https://prtimes.jp/main/html/rd/p/000000013.000016880.html"
    },
    "content": {
     "v": "yes",
     "q": "ページ構成や中身がAIフレンドリーな内容になっているかをAIO/LLMOの観点から診断し",
     "u": "https://ui.userlocal.jp/"
    },
    "technical": {
     "v": "partial",
     "q": "どのAIから、どのページに流入しているかを自動計測",
     "u": "https://ui.userlocal.jp/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "回答の際にどのようなキーワードで情報を検索し (ranks keywords AI searched when answering)",
     "u": "https://prtimes.jp/main/html/rd/p/000000013.000016880.html"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "User Insight - LLMOダッシュボード",
   "hq": "Japan",
   "hq_src": "https://www.userlocal.jp/press/20250626ge/",
   "tier": 1,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-06",
    "src": "https://www.userlocal.jp/press/20250626ge/"
   },
   "slug": "user-local"
  },
  {
   "n": "Zen Reports",
   "u": "https://zenreports.io/",
   "w": "Free dashboard built on Google Analytics showing visits sent by ChatGPT, Gemini, Claude, Perplexity and Copilot, for website owners.",
   "w_u": "https://zenreports.io/",
   "cat": "analytics",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "The pages AI points people to.",
     "u": "https://zenreports.io/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Tracks every major AI assistant",
     "u": "https://zenreports.io/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "zen-reports"
  },
  {
   "n": "AEO GEO Labs",
   "u": "https://www.aeogeolabs.com/",
   "w": "An AI visibility agency that tracks answers, writes pages, adds schema and works on cited sources for companies, plus free site checking tools.",
   "w_u": "https://www.aeogeolabs.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Share of answer per engine, tracked on the same questions every week",
     "u": "https://www.aeogeolabs.com/"
    },
    "sources": {
     "v": "yes",
     "q": "We log every source AI answers cite in your category",
     "u": "https://www.aeogeolabs.com/"
    },
    "content": {
     "v": "yes",
     "q": "Pages written to be quoted",
     "u": "https://www.aeogeolabs.com/"
    },
    "technical": {
     "v": "yes",
     "q": "See whether GPTBot, ClaudeBot, PerplexityBot and friends can actually reach your pages.",
     "u": "https://www.aeogeolabs.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Then work on getting you into them: reviews, forums, lists, press and video",
     "u": "https://www.aeogeolabs.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "The questions buyers type into AI tools in your category.",
     "u": "https://www.aeogeolabs.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "founded": 2026,
   "founded_src": "https://www.aeogeolabs.com/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "aeo-geo-labs"
  },
  {
   "n": "AEO-REX",
   "u": "https://aeo-rex.com",
   "w": "A founder run UK consultancy selling AI visibility checks, a playbook, live sessions, one page websites and a monthly check for small businesses.",
   "w_u": "https://aeo-rex.com",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "A month. I check what AI says about you.",
     "u": "https://aeo-rex.com"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Make your website easy for ChatGPT, Google AI and Perplexity to read, trust and book.",
     "u": "https://aeo-rex.com"
    },
    "technical": {
     "v": "yes",
     "q": "A small fix is up to 30 minutes of work: an FAQ added, a price or opening hours change, a schema update.",
     "u": "https://aeo-rex.com"
    },
    "pr": {
     "v": "partial",
     "q": "Shanaz does the audits, website builds, citation work and schema implementation personally.",
     "u": "https://aeo-rex.com/about"
    },
    "commerce": {
     "v": "partial",
     "q": "AI agents book and pay you.",
     "u": "https://aeo-rex.com"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Free AI visibility Snapshot; Watchdog",
   "hq": "United Kingdom",
   "hq_src": "https://aeo-rex.com/about",
   "founded": 2026,
   "founded_src": "https://aeo-rex.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/aeo-rex_aeo-aivisibility-answerengineoptimisation-activity-7442465419090649088-9r2W"
   },
   "slug": "aeo-rex"
  },
  {
   "n": "AgentFix",
   "u": "https://agentfix.pro/",
   "w": "A website scanner and paid file pack that adds llms.txt, schema and agent discovery files so AI agents can read a site, for site owners.",
   "w_u": "https://agentfix.pro/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Get a ZIP with AI-optimized files tailored to your website",
     "u": "https://agentfix.pro/"
    },
    "technical": {
     "v": "yes",
     "q": "We verify robots.txt, sitemap.xml, llms.txt and llms-full.txt exist and are reachable for agent crawlers.",
     "u": "https://agentfix.pro/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "x402.json discovery manifest + Cloudflare Worker that handles HTTP 402 challenges and verifies HMAC receipts.",
     "u": "https://agentfix.pro/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AgentFix Scanner and Agent-Ready Pack",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-05",
    "src": "https://agentfix.pro/changelog"
   },
   "slug": "agentfix"
  },
  {
   "n": "AI My Site",
   "u": "https://www.goaimysite.com/",
   "w": "A monthly service that rebuilds and hosts a UK small business website, checks Google and AI assistant mentions, and applies fixes.",
   "w_u": "https://www.goaimysite.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Every fortnight we check how you show on Google and whether AI assistants name you.",
     "u": "https://www.goaimysite.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Up to 4 new pages or blog posts, written only from your own work and words",
     "u": "https://www.goaimysite.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Who visited, including from ChatGPT and other AI assistants",
     "u": "https://www.goaimysite.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "One Site for agencies",
     "u": "https://www.goaimysite.com/"
    }
   },
   "product": "One Site; Mini Scan",
   "hq": "United Kingdom",
   "hq_src": "https://www.goaimysite.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ai-my-site"
  },
  {
   "n": "AI Score My Site",
   "u": "https://mentionscout.com/",
   "w": "Runs buyer prompts on AI engines on a schedule, reports mentions and cited sources, and lists cited pages to pitch with ready emails.",
   "w_u": "https://mentionscout.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Daily share of runs that mention each brand. You vs your tracked competitors.",
     "u": "https://mentionscout.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Pages AI answers cite that name a competitor but not you.",
     "u": "https://mentionscout.com/"
    },
    "content": {
     "v": "partial",
     "q": "See which AI bots crawl your site, what they cite, the clicks they send back, and whether your llms.txt is in place.",
     "u": "https://mentionscout.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Pages AI answers cite that name a competitor but not you. Each one comes with an email to the author.",
     "u": "https://mentionscout.com/"
    },
    "agency": {
     "v": "yes",
     "q": "Agency / Enterprise From [price]/mo, with white-glove onboarding, more brands and prompts",
     "u": "https://mentionscout.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "A free AI website checker that rates your website for AI search.",
     "u": "https://sitespeak.ai/tools/ai-score-my-site"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Website Checker",
   "hq": "South Africa",
   "hq_src": "https://mentionscout.com/terms",
   "tier": 2,
   "read": "2026-10-30",
   "launch": {
    "d": "2023-09",
    "src": "https://www.indiehackers.com/post/show-ih-ai-score-my-site-02d4c4a46f"
   },
   "slug": "mentionscout"
  },
  {
   "n": "AI Visibility Score",
   "u": "https://kelriva.ai/ai-visibility-score",
   "w": "Free check from a London AI consultancy that shows what AI engines say about a business, with paid monitoring and a one off fix service.",
   "w_u": "https://kelriva.ai/ai-visibility-score",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We run 8 real questions a prospective client would actually ask, live against ChatGPT, Claude, Gemini and Perplexity",
     "u": "https://kelriva.ai/ai-visibility-score"
    },
    "sources": {
     "v": "yes",
     "q": "The exact sources cited instead of you, by name.",
     "u": "https://kelriva.ai/ai-visibility-score"
    },
    "content": {
     "v": "yes",
     "q": "We write it: Your Organization schema (JSON-LD), an llms.txt file and a corrected About paragraph that states the facts plainly.",
     "u": "https://kelriva.ai/ai-visibility-score"
    },
    "technical": {
     "v": "yes",
     "q": "Your Organization schema (JSON-LD), an llms.txt file and a corrected About paragraph that states the facts plainly.",
     "u": "https://kelriva.ai/ai-visibility-score"
    },
    "pr": {
     "v": "partial",
     "q": "Google Business Profile and the other profiles and listings AI engines read: what to change, where, in order.",
     "u": "https://kelriva.ai/ai-visibility-score"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://kelriva.ai/ai-visibility-score",
   "founded": 2026,
   "founded_src": "https://kelriva.ai/",
   "read": "2026-11-02",
   "slug": "ai-visibility-score-kelriva-ai"
  },
  {
   "n": "Canadian Data Solutions",
   "u": "https://www.candat.com/products/geo-ranking-tracker/",
   "w": "WordPress plugin and hosted service that tracks a company in AI answers and search rankings, with Pro and Agency licences, from a software firm.",
   "w_u": "https://www.candat.com/products/geo-ranking-tracker/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Free covers Gemini and Google AI Overviews.",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    },
    "sources": {
     "v": "yes",
     "q": "The sources each answer cited, with YouTube and Reddit sources called out.",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    },
    "content": {
     "v": "yes",
     "q": "each with a clear action as its title, and Write A Draft for the content.",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    },
    "technical": {
     "v": "yes",
     "q": "Which AI crawlers read your site and which pages they read.",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "The searches the AI ran behind the answer.",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    },
    "agency": {
     "v": "yes",
     "q": "White Label puts your logo, your footer and your sender name on every report and email",
     "u": "https://www.candat.com/products/geo-ranking-tracker/"
    }
   },
   "product": "GEO Ranking Tracker",
   "hq": "Canada",
   "hq_src": "https://www.candat.com/about/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-10",
    "src": "https://api.wordpress.org/plugins/info/1.0/canadian-data-solutions-geo-ranking-tracker.json"
   },
   "slug": "canadian-data-solutions"
  },
  {
   "n": "Chat Thing",
   "u": "https://chatthing.ai/tools",
   "w": "Free tools for AI agent readiness, llms.txt and JSON-LD, from a vendor of AI customer support chatbots for support teams, agencies and SaaS founders.",
   "w_u": "https://chatthing.ai/tools",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Score how ready your website is for AI agents and LLMs - across access, citation and transaction.",
     "u": "https://chatthing.ai/tools"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Agent Readiness Checker, llms.txt Generator and Validator, Block AI Bots Generator, JSON-LD Generator",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "chat-thing"
  },
  {
   "n": "cloro",
   "u": "https://cloro.dev/",
   "w": "API for developers that returns Google and AI engine answers as structured data with sources, for visibility tracking or use in products.",
   "w_u": "https://cloro.dev/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Real-time structured JSON for tracking visibility or powering search in your own product.",
     "u": "https://cloro.dev/"
    },
    "sources": {
     "v": "yes",
     "q": "cloro parses sources and citations from every response, so you know which pages to work on.",
     "u": "https://cloro.dev/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "plus parsed sources, citations, query fan-out, and shopping blocks.",
     "u": "https://cloro.dev/"
    },
    "prompts": {
     "v": "partial",
     "q": "plus parsed sources, citations, query fan-out, and shopping blocks.",
     "u": "https://cloro.dev/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "cloro"
  },
  {
   "n": "Crawl Readiness",
   "u": "https://www.crawlreadiness.com",
   "w": "Checker and monitor for how AI crawlers read a site, with robots.txt, llms.txt and JSON-LD fixes, for site owners and agencies.",
   "w_u": "https://www.crawlreadiness.com",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "ten of your customers' questions put to live AI search, which pages the answers used",
     "u": "https://www.crawlreadiness.com/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "An Answer Analysis shows which pages AI answers actually used for your customers' questions",
     "u": "https://www.crawlreadiness.com"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "evaluate the robots rules for each of 50+ AI crawler user-agents",
     "u": "https://www.crawlreadiness.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Twenty client sites monitored, white-label reports, client workspaces, bulk checks",
     "u": "https://www.crawlreadiness.com"
    }
   },
   "hq": "Canada",
   "hq_src": "https://www.crawlreadiness.com/about",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "crawl-readiness"
  },
  {
   "n": "CrawlerCheck",
   "u": "https://crawlercheck.com",
   "w": "Free tool that checks whether Google, Bing and AI crawlers can access a URL through robots.txt, meta tags and headers, for site owners.",
   "w_u": "https://crawlercheck.com",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "CrawlerCheck works as an AI crawler access checker",
     "u": "https://crawlercheck.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "crawlercheck"
  },
  {
   "n": "directree",
   "u": "https://www.directree.io/",
   "w": "Software directory with a separate GEO Monitor subscription that tracks what AI engines recommend for buyer questions, for software founders and agencies.",
   "w_u": "https://www.directree.io/pricing",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "15 buyer questions, scanned weekly",
     "u": "https://www.directree.io/pricing"
    },
    "sources": {
     "v": "yes",
     "q": "Full citation URLs and the gap list of pages you are missing from",
     "u": "https://www.directree.io/pricing"
    },
    "content": {
     "v": "partial",
     "q": "Shows why you are missing from an answer and which page to fix.",
     "u": "https://www.directree.io/pricing"
    },
    "technical": {
     "v": "partial",
     "q": "Machine-readable facts: llms.txt and facts.json for every tool",
     "u": "https://www.directree.io/changelog"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "We write brand-free questions that mirror what your buyers actually ask",
     "u": "https://www.directree.io/geo"
    },
    "agency": {
     "v": "yes",
     "q": "Agency covers a roster of client products with white-label reports.",
     "u": "https://www.directree.io/pricing"
    }
   },
   "product": "GEO Monitor",
   "hq": "Sweden",
   "hq_src": "https://www.einpresswire.com/article/929676790/directree-launches-geo-monitor-weekly-ai-visibility-tracking-for-software-vendors",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07",
    "src": "https://www.einpresswire.com/article/929676790/directree-launches-geo-monitor-weekly-ai-visibility-tracking-for-software-vendors"
   },
   "slug": "directree"
  },
  {
   "n": "DoableClaw",
   "u": "https://doableclaw.com/",
   "w": "Sells a GTM outreach agent and an AI visibility product that tracks buyer questions across AI engines, to startups and SMBs.",
   "w_u": "https://doableclaw.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We query ChatGPT, Perplexity, Gemini and Claude live to see who gets cited",
     "u": "https://doableclaw.com/tools/ai-search-radar/"
    },
    "sources": {
     "v": "yes",
     "q": "AI sources behind every answer",
     "u": "https://doableclaw.com/pricing/"
    },
    "content": {
     "v": "yes",
     "q": "get 6 AI-citation-ready content blocks plus FAQ schema markup",
     "u": "https://doableclaw.com/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Robots.txt, llms.txt, schema markup, JS rendering, meta tags, FAQ presence",
     "u": "https://doableclaw.com/tools/ai-search-radar/"
    },
    "pr": {
     "v": "partial",
     "q": "Reddit, LinkedIn and YouTube presence",
     "u": "https://doableclaw.com/pricing/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Prompt Discovery",
     "u": "https://doableclaw.com/"
    },
    "agency": {
     "v": "partial",
     "q": "Use AI visibility data to lead client conversations and justify retainers",
     "u": "https://doableclaw.com/tools/ai-search-radar/"
    }
   },
   "product": "AI Visibility",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "doableclaw"
  },
  {
   "n": "DrugChatter",
   "u": "https://www.drugchatter.com/",
   "w": "Sells dashboards that monitor how AI assistants describe drugs, covering label alignment and share of voice, to pharmaceutical brand teams.",
   "w_u": "https://www.drugchatter.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We simulate patient and physician queries across ChatGPT, Claude, Gemini, Meta, Grok, Perplexity, and other platforms",
     "u": "https://www.drugchatter.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Identify content gaps that limit AI visibility",
     "u": "https://www.drugchatter.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Includes access to our bank of organic user queries.",
     "u": "https://www.drugchatter.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "drugchatter"
  },
  {
   "n": "Flint",
   "u": "https://www.flint.com/",
   "w": "AI landing-page builder and Google Ads agent for performance marketing; offers GEO-ready pages with AI visibility analytics.",
   "w_u": "https://www.flint.com/solutions/geo-pages",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your visibility across ChatGPT, Perplexity, and Google AI Overview with built-in analytics.",
     "u": "https://www.flint.com/solutions/geo-pages"
    },
    "content": {
     "v": "yes",
     "q": "GEO requires robots.txt, server-side rendering, sitemap.xml, and llms.txt. Flint bakes this AI-ready infrastructure into every page automatically.",
     "u": "https://www.flint.com/solutions/geo-pages"
    },
    "pr": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "GEO requires robots.txt, server-side rendering, sitemap.xml, and llms.txt. Flint bakes this AI-ready infrastructure into every page automatically.",
     "u": "https://www.flint.com/solutions/geo-pages"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Flint GEO pages",
   "tier": 3,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-10",
    "src": "https://www.flint.com/blog/announcement"
   },
   "slug": "flint"
  },
  {
   "n": "FreeScan",
   "u": "https://www.freescan.app/",
   "w": "Offers a free website audit covering SEO, AEO, security, accessibility and design, plus paid whole site monitoring, to founders, marketers and agencies.",
   "w_u": "https://www.freescan.app/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Find crawler blocks, content gaps, and citation-readiness issues across your scanned pages.",
     "u": "https://www.freescan.app/"
    },
    "technical": {
     "v": "yes",
     "q": "Find crawler blocks, content gaps, and citation-readiness issues across your scanned pages.",
     "u": "https://www.freescan.app/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "It is built for founders, marketers, agencies, builders, and teams improving public websites.",
     "u": "https://www.freescan.app/llms.txt"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-08",
    "src": "https://www.linkedin.com/posts/jakecounsell_free-website-audit-whole-site-monitoring-activity-7497402908431298560-1bkg"
   },
   "slug": "freescan"
  },
  {
   "n": "Geck",
   "u": "https://geck.ai/",
   "w": "Sells modular AI products and custom engineering, including Geck Growth for monitoring brand presence in AI assistants, to marketing teams and organizations.",
   "w_u": "https://geck.ai/products/growth",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Geck Growth monitors brand presence across search engines, AI assistants and communities.",
     "u": "https://geck.ai/products/growth"
    },
    "sources": {
     "v": "partial",
     "q": "Sample Citation Share",
     "u": "https://geck.ai/products/growth"
    },
    "content": {
     "v": "yes",
     "q": "Clarify the information your audience and AI systems need.",
     "u": "https://geck.ai/products/growth"
    },
    "technical": {
     "v": "partial",
     "q": "Inject structured JSON-LD entity schema, build AEO comparison tables, and expand citation hubs.",
     "u": "https://geck.ai/products/growth"
    },
    "pr": {
     "v": "partial",
     "q": "expand citation hubs",
     "u": "https://geck.ai/products/growth"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Geck Growth",
   "hq": "United States",
   "hq_src": "https://f4.fund/startups/geck",
   "founded": 2025,
   "founded_src": "https://f4.fund/startups/geck",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-12",
    "src": "https://www.linkedin.com/posts/geck-ai_geck-agentic-commerce-solutions-for-e-commerce-activity-7404554681508749312-2_4i"
   },
   "slug": "geck"
  },
  {
   "n": "geo-tracker",
   "u": "https://github.com/cloro-dev/geo-tracker",
   "w": "MCP server and REST API that lets an agent schedule prompts across AI engines and Google Search, storing answers in the user's Postgres.",
   "w_u": "https://github.com/cloro-dev/geo-tracker",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "it schedules prompts across the AI engines and Google Search, and keeps every answer in your own Postgres.",
     "u": "https://github.com/cloro-dev/geo-tracker"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-tracker-cloro"
  },
  {
   "n": "GeoDex Smart Pages",
   "u": "https://geodex.live/",
   "w": "Hosted business listing pages with structured data for AI assistants, sold by application to local businesses.",
   "w_u": "https://geodex.live/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Submit your info and we'll build your AI-ready demo listing in about 24 hours.",
     "u": "https://geodex.live/"
    },
    "technical": {
     "v": "yes",
     "q": "We inject advanced JSON-LD and FAQ schema into every page",
     "u": "https://geodex.live/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://geodex.live/terms",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "geodex-smart-pages"
  },
  {
   "n": "Google Search Console",
   "u": "https://support.google.com/webmasters/answer/16984139",
   "w": "Search Console report for website owners showing impressions for their pages in AI Overviews and AI Mode on Google Search.",
   "w_u": "https://support.google.com/webmasters/answer/16984139",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The generative AI performance report shows data about how your site performs in generative AI features on Google Search.",
     "u": "https://support.google.com/webmasters/answer/16984139"
    },
    "sources": {
     "v": "partial",
     "q": "See what pages are getting the highest (or lowest) impressions in generative AI features",
     "u": "https://support.google.com/webmasters/answer/16984139"
    },
    "content": {
     "v": "partial",
     "q": "Use the Search generative AI control to manage your site's inclusion in the following generative AI features on Google Search.",
     "u": "https://support.google.com/webmasters/answer/16908024"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Generative AI performance report",
   "read": "2026-11-02",
   "slug": "google-search-console"
  },
  {
   "n": "JERVIS",
   "u": "https://jervis.tools/",
   "w": "German website audit, build and security products for B2B firms, with a free GEO check measuring mentions in AI systems.",
   "w_u": "https://jervis.tools/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "JERVIS misst zusätzlich, wie oft Ihre Website in ChatGPT, Perplexity und Gemini erwähnt wird",
     "u": "https://jervis.tools/"
    },
    "sources": {
     "v": "partial",
     "q": "JERVIS prüft, ob Ihre Seite als Quelle erscheint.",
     "u": "https://jervis.tools/geo-check/"
    },
    "content": {
     "v": "yes",
     "q": "5 SEO- und GEO-optimierte Seiten pro Monat im Autopilot PROTECT inklusive",
     "u": "https://jervis.tools/llms.txt"
    },
    "technical": {
     "v": "yes",
     "q": "Der JERVIS Audit deckt 12 Analyse-Module ab, von Technischer QS bis Agent-Readiness.",
     "u": "https://jervis.tools/llms.txt"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "JERVIS GEO-Check / JERVIS Audit",
   "hq": "Germany",
   "hq_src": "https://jervis.tools/impressum/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://jervis.tools/whats-new/"
   },
   "slug": "jervis"
  },
  {
   "n": "Kairosy AI",
   "u": "https://kairosy.ai/",
   "w": "AI reputation and visibility monitoring across ChatGPT, Perplexity, Gemini and Claude with an AI Presence Score, sentiment, cited sources and free GEO tools.",
   "w_u": "https://kairosy.ai/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand across ChatGPT, Perplexity, Gemini, and Claude",
     "u": "https://kairosy.ai/"
    },
    "sources": {
     "v": "yes",
     "q": "Source the positive and the negative AI mentions",
     "u": "https://kairosy.ai/"
    },
    "content": {
     "v": "partial",
     "q": "AI-Ready Audit ... Llms.txt Generator | Reading Level Checker | Schema Markup Checker",
     "u": "https://kairosy.ai/"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports · API access",
     "u": "https://kairosy.ai/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "AI Crawl Checker | Llms.txt Generator | Schema Markup Checker",
     "u": "https://kairosy.ai"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "slug": "kairosy-ai"
  },
  {
   "n": "Kalicube Pro",
   "u": "https://kalicube.com/",
   "w": "Digital brand engineering consultancy and Kalicube Pro platform that shape how Google and AI systems understand executives and companies.",
   "w_u": "https://kalicube.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "What Google, Bing, ChatGPT, Gemini, Perplexity and the rest actually said this week, for each question set.",
     "u": "https://kalicube.pro/"
    },
    "sources": {
     "v": "yes",
     "q": "Cited Sources",
     "u": "https://kalicube.pro/"
    },
    "content": {
     "v": "partial",
     "q": "aligns the information AI relies on to close that gap.",
     "u": "https://kalicube.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Digital PR",
     "u": "https://kalicube.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Kalicube Pro / free AI Audit",
   "hq": "France",
   "hq_src": "https://kalicube.com/llms.txt",
   "founded": 2015,
   "founded_src": "https://kalicube.com/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2025-07",
    "src": "https://www.prnewswire.com/news-releases/kalicube-pro-leverages-3-billion-data-points-to-become-first-platform-to-optimize-brand-presence-in-chatgpt-and-ai-engines-302515566.html"
   },
   "slug": "kalicube-pro"
  },
  {
   "n": "LaunchScaler",
   "u": "https://www.launchscaler.com/",
   "w": "Product launch directory for makers with a free readiness scan for Google and AI assistants, plus paid review and GEO add-ons.",
   "w_u": "https://www.launchscaler.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "A clean, structured review is exactly what answer engines quote: GEO, not just SEO.",
     "u": "https://www.launchscaler.com/pricing"
    },
    "technical": {
     "v": "yes",
     "q": "Scan your product, fix what Google and AI assistants miss",
     "u": "https://www.launchscaler.com/"
    },
    "pr": {
     "v": "partial",
     "q": "then launch it on a directory that links back",
     "u": "https://www.launchscaler.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "launchscaler"
  },
  {
   "n": "Leapd Alex",
   "u": "https://www.leapd.ai/",
   "w": "AI agent team that builds and runs businesses; its Alex agent tracks AI search visibility and ships audits, articles and outreach.",
   "w_u": "https://www.leapd.ai/products/ai-visibility",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Alex tracks how ChatGPT, Gemini, Claude, Perplexity, and Google AI talk about your brand",
     "u": "https://www.leapd.ai/products/ai-visibility"
    },
    "sources": {
     "v": "partial",
     "q": "Schema, citations and readability graded per page",
     "u": "https://www.leapd.ai/products/ai-visibility"
    },
    "content": {
     "v": "yes",
     "q": "then ships the audits, articles, and outreach that get you cited more",
     "u": "https://www.leapd.ai/products/ai-visibility"
    },
    "technical": {
     "v": "yes",
     "q": "Site audit complete: Schema, citations and readability graded per page",
     "u": "https://www.leapd.ai/agents/alex"
    },
    "pr": {
     "v": "partial",
     "q": "then ships the audits, articles, and outreach that get you cited more",
     "u": "https://www.leapd.ai/products/ai-visibility"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Tracking, auditing, competitor intel, content, prompts, and a strategist on call.",
     "u": "https://www.leapd.ai/agents/alex"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Alex",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "leapd-alex"
  },
  {
   "n": "Linkeddit",
   "u": "https://linkeddit.com/",
   "w": "MCP tools for SaaS teams covering competitor moves, AI recommendations through Answer Radar and Google rankings, used inside AI assistants.",
   "w_u": "https://linkeddit.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Answer Radar measures whether ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews and Google AI Mode recommend you or a competitor",
     "u": "https://linkeddit.com/"
    },
    "sources": {
     "v": "yes",
     "q": "records the sources each answer cited",
     "u": "https://linkeddit.com/"
    },
    "content": {
     "v": "partial",
     "q": "Every gap comes with the sources each engine cited. Fix it, then re-measure.",
     "u": "https://linkeddit.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Free llms.txt generator.",
     "u": "https://linkeddit.com/api/ai"
    },
    "pr": {
     "v": "partial",
     "q": "3 pages to get onto",
     "u": "https://linkeddit.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "see the searches a real answer engine issued before answering it",
     "u": "https://linkeddit.com/api/ai"
    },
    "agency": {
     "v": "partial",
     "q": "Better evidence for every client conversation.",
     "u": "https://linkeddit.com/"
    }
   },
   "product": "Answer Radar",
   "hq": "Canada",
   "hq_src": "https://linkeddit.com/",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "linkeddit"
  },
  {
   "n": "LLMS Central",
   "u": "https://llmscentral.com/",
   "w": "AI bot tracker, citation tracker and public llms.txt repository, with a WordPress plugin, for website owners and agencies.",
   "w_u": "https://llmscentral.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track when Perplexity, ChatGPT, and Claude cite your domain in their responses.",
     "u": "https://llmscentral.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Track citation rate across AI engines",
     "u": "https://llmscentral.com/"
    },
    "content": {
     "v": "partial",
     "q": "Get AI-powered recommendations to improve your citation rate.",
     "u": "https://llmscentral.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Track which AI bots visit your website and get actionable insights to improve discoverability.",
     "u": "https://llmscentral.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label options",
     "u": "https://llmscentral.com/pricing"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "llms-central"
  },
  {
   "n": "Microsoft Bing Webmaster Tools",
   "u": "https://www.bing.com/webmasters/help/ai-performance-9f8e7d6c",
   "w": "Free Webmaster Tools report showing how often a site's pages are cited in Copilot and Bing AI answers, with grounding queries.",
   "w_u": "https://blogs.bing.com/webmaster/2026/2/Introducing-AI-Performance-in-Bing-Webmaster-Tools-Public-Preview/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The AI Performance dashboard provides a consolidated view of when your site is cited in AI answers.",
     "u": "https://blogs.bing.com/webmaster/2026/2/Introducing-AI-Performance-in-Bing-Webmaster-Tools-Public-Preview/"
    },
    "sources": {
     "v": "partial",
     "q": "Shows the average number of unique pages from your site that are displayed as sources in AI-generated answers per day",
     "u": "https://blogs.bing.com/webmaster/2026/2/Introducing-AI-Performance-in-Bing-Webmaster-Tools-Public-Preview/"
    },
    "content": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "AI Performance",
   "hq": "United States",
   "hq_src": "https://www.sec.gov/Archives/edgar/data/789019/000119312526323660/msft-20260630.htm",
   "tier": 1,
   "read": "2026-10-30",
   "slug": "bing-webmaster-tools-ai-performance"
  },
  {
   "n": "Modern AI",
   "u": "https://modernai.io",
   "w": "Enterprise AI company whose Modern Discovery product measures whether six AI surfaces recommend a brand, diagnoses gaps and prescribes actions, alongside data and CX products.",
   "w_u": "https://modernai.io/discovery",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where AI recommends you, mentions you, or leaves you out.",
     "u": "https://modernai.io/discovery"
    },
    "sources": {
     "v": "yes",
     "q": "Close the gap on the specific sources AI relies on for this question.",
     "u": "https://modernai.io/discovery"
    },
    "content": {
     "v": "partial",
     "q": "Use ready-to-apply artifacts or your own team.",
     "u": "https://modernai.io/discovery"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-brand and multi-product portfolios and broader deployment.",
     "u": "https://modernai.io/discovery"
    }
   },
   "product": "Modern Discovery",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03",
    "src": "https://www.linkedin.com/posts/modern-ai_1-in-3-consumers-now-discovers-brands-through-activity-7435017472862339072-67RI"
   },
   "slug": "modern-ai"
  },
  {
   "n": "Morsa Signals",
   "u": "https://signals.morsa.io/",
   "w": "GTM workflows for developer-tool founders: contact discovery, competitor tracking and an AI visibility check of how AI systems classify the tool.",
   "w_u": "https://signals.morsa.io/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Check whether AI search and chat systems like ChatGPT, Perplexity, Claude, and Google AI Overviews have enough product context to classify, compare, and recommend your tool in the right situations.",
     "u": "https://signals.morsa.io/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Product Positioning](https://signals.morsa.io/positioning): Not built yet, email signup only.",
     "u": "https://signals.morsa.io/llms.txt"
    },
    "pr": {
     "v": "partial",
     "q": "A workflow that watches GitHub, Reddit, Hacker News, and other developer channels for questions, complaints, and launches worth showing up for.",
     "u": "https://signals.morsa.io/"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Scores technical readiness, positioning, and public footprint",
     "u": "https://signals.morsa.io/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-09",
    "src": "https://www.linkedin.com/posts/fatelon_gtm-seogeo-signals-for-developer-tools-activity-7507350573378228224-e40a"
   },
   "slug": "morsa-signals"
  },
  {
   "n": "MultiLipi",
   "u": "https://multilipi.com/",
   "w": "Website translation platform for site owners that adds multilingual SEO, GEO schema and AI citation tracking.",
   "w_u": "https://multilipi.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Our analytics dashboard tracks when and where your content is cited across major AI platforms including ChatGPT, Gemini, Claude, and Perplexity.",
     "u": "https://multilipi.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation analytics dashboard",
     "u": "https://multilipi.com/pricing"
    },
    "content": {
     "v": "yes",
     "q": "Analyze your content's citation probability in Perplexity, SearchGPT & Gemini",
     "u": "https://multilipi.com/tools"
    },
    "technical": {
     "v": "yes",
     "q": "We automatically inject JSON-LD Schema and Knowledge Graph tags behind the scenes.",
     "u": "https://multilipi.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White Label Translation & GEO Solutions",
     "u": "https://multilipi.com/solutions/agencies"
    }
   },
   "read": "2026-11-02",
   "slug": "multilipi"
  },
  {
   "n": "Obvlo",
   "u": "https://obvlo.com/",
   "w": "Obvlo builds destination content pages on travel brands' own websites so search engines and AI assistants cite hotel groups, destinations and tour operators.",
   "w_u": "https://obvlo.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "We benchmark your AI visibility and find the gaps in your content.",
     "u": "https://obvlo.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "We map your existing content pillars, spot the gaps, and identify exactly what needs building next.",
     "u": "https://obvlo.com/"
    },
    "technical": {
     "v": "yes",
     "q": "A schema-ready structure Google can quote",
     "u": "https://obvlo.com/solutions/seo-and-geo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "each one tagged as a keyword target for SEO, a query target for GEO, or a question target for AEO.",
     "u": "https://obvlo.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United Kingdom",
   "hq_src": "https://www.phocuswire.com/startup-stage-obvlo-helps-hotels-personalized-recommendations-guests",
   "founded": 2021,
   "founded_src": "https://www.phocuswire.com/startup-stage-obvlo-helps-hotels-personalized-recommendations-guests",
   "tier": 3,
   "read": "2026-10-22",
   "slug": "obvlo"
  },
  {
   "n": "Olostep",
   "u": "https://www.olostep.com/ai-visibility-checker",
   "w": "Web data API for AI agents, with a free checker and batch parsers that test whether ChatGPT, Perplexity and Gemini mention a brand.",
   "w_u": "https://www.olostep.com/ai-visibility-checker",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Check AI visibility across engines with one API.",
     "u": "https://www.olostep.com/ai-visibility-checker"
    },
    "sources": {
     "v": "yes",
     "q": "See which third-party URLs the engines cite instead of your site, so you know where to earn coverage.",
     "u": "https://www.olostep.com/ai-visibility-checker"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Generate an llms.txt file with product overview, doc links, and key pages for AI agents.",
     "u": "https://www.olostep.com/llms-txt-generator"
    },
    "pr": {
     "v": "partial",
     "q": "See which third-party URLs the engines cite instead of your site, so you know where to earn coverage.",
     "u": "https://www.olostep.com/ai-visibility-checker"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Visibility Checker; GEO batch parsers",
   "hq": "United States",
   "hq_src": "https://startuppakistan.com.pk/olostep-launches-the-programmatic-layer-to-the-web-for-ai/",
   "founded": 2024,
   "founded_src": "https://www.olostep.com/ai-instructions",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "olostep"
  },
  {
   "n": "Oogwai Beacon",
   "u": "https://oogw.ai/aeo",
   "w": "AEO audit: asks ChatGPT, Gemini and Claude 20 buyer questions, records brand naming and cited domains; content and placement program follows.",
   "w_u": "https://oogw.ai/aeo",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "records how often each engine names",
     "u": "https://oogw.ai/aeo"
    },
    "sources": {
     "v": "yes",
     "q": "every run records the exact domains each engine cited for your category",
     "u": "https://oogw.ai/aeo"
    },
    "content": {
     "v": "yes",
     "q": "Original data, plain definitions, question-shaped headings, clear attribution and schema markup — written so a model can lift one sentence and credit you for it.",
     "u": "https://oogw.ai/aeo"
    },
    "pr": {
     "v": "yes",
     "q": "Contributed articles, expert commentary and product inclusion in the trade publications and roundups that keep appearing in those citations.",
     "u": "https://oogw.ai/aeo"
    },
    "agency": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Step 1: Can AI read your site? Enter your site — the instant readability check runs in seconds.",
     "u": "https://oogw.ai/aeo"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "Beacon",
   "hq": "United Arab Emirates",
   "hq_src": "https://oogw.ai/about",
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2026-10",
    "src": "https://www.linkedin.com/posts/reemsaied_the-launch-of-oogwai-beacon-on-product-hunt-activity-7513124362883870"
   },
   "slug": "oogwai-beacon"
  },
  {
   "n": "Ooty",
   "u": "https://ooty.io/",
   "w": "Marketing data tools that work inside ChatGPT, Gemini and Claude, plus a free checker of whether AI crawlers can read a site.",
   "w_u": "https://ooty.io/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "If GPTBot, Google-Extended, or PerplexityBot cannot crawl your site, you are invisible in ChatGPT and Gemini answers.",
     "u": "https://ooty.io/free-tools"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Readiness Checker",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "ooty"
  },
  {
   "n": "Operto",
   "u": "https://operto.com/",
   "w": "Operto sells hospitality management software to hotels and short term rentals, including a tool that shows and improves how a hotel appears in AI.",
   "w_u": "https://operto.com/ai-visibility/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "See where your hotel appears in relevant AI searches, where you're still missing, and how your visibility changes over time.",
     "u": "https://operto.com/ai-visibility/"
    },
    "sources": {
     "v": "partial",
     "q": "highlights whether visibility is driven by the hotel's own website or third-party intermediaries such as OTAs",
     "u": "https://lodgingmagazine.com/operto-announces-launch-of-geo-consultant/"
    },
    "content": {
     "v": "yes",
     "q": "Operto identifies the information AI needs to better understand your hotel and helps strengthen how your property, amenities and guest experience are represented.",
     "u": "https://operto.com/ai-visibility/"
    },
    "technical": {
     "v": "partial",
     "q": "Add a small piece of code to the website you already have.",
     "u": "https://operto.com/ai-visibility/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Operto identifies the questions travelers are asking ChatGPT, Gemini and Google.",
     "u": "https://operto.com/ai-visibility/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Consultant",
   "hq": "Canada",
   "hq_src": "https://lodgingmagazine.com/operto-announces-launch-of-geo-consultant/",
   "founded": 2016,
   "founded_src": "https://www.linkedin.com/company/operto",
   "tier": 3,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-03-23",
    "src": "https://lodgingmagazine.com/operto-announces-launch-of-geo-consultant/"
   },
   "slug": "operto"
  },
  {
   "n": "Qvery",
   "u": "https://qvery.ai/",
   "w": "An agent from an AI transformation consultancy that tracks how ChatGPT and Google AI Mode present a brand, with competitors, citations and a free report.",
   "w_u": "https://qvery.ai/geo-agent/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "GEO Agent tracks how ChatGPT and Google AI Mode present your brand, every day, with no manual setup.",
     "u": "https://qvery.ai/geo-agent/"
    },
    "sources": {
     "v": "yes",
     "q": "GEO Agent records each answer and each citation for your queries.",
     "u": "https://qvery.ai/geo-agent/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "Your team decides what to publish or pitch, and Qvery Assistant helps you choose where to start.",
     "u": "https://qvery.ai/geo-agent/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "GEO Agent writes your topics and queries itself, based on your brand, your industry, and your competitors.",
     "u": "https://qvery.ai/geo-agent/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "GEO Agent",
   "hq": "Estonia",
   "hq_src": "https://qvery.ai/geo-agent/",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "qvery"
  },
  {
   "n": "re:LLMO",
   "u": "https://rellmo.com/",
   "w": "Marketplace of ready made marketing automations for Claude Code, including an AI visibility audit and an AI crawler check, for marketers.",
   "w_u": "https://rellmo.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Zjisti, co o tvé značce říkají ChatGPT, Perplexity, Gemini, Google AI Mode a Microsoft Copilot",
     "u": "https://rellmo.com/"
    },
    "sources": {
     "v": "yes",
     "q": "ukáže, v kolika z nich se objevíš, koho AI jmenuje místo tebe a z jakých zdrojů čerpá",
     "u": "https://rellmo.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Zjisti, jestli tvůj web vůbec přečtou AI roboti za ChatGPT, Perplexity nebo Copilotem.",
     "u": "https://rellmo.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-06",
    "src": "https://cz.linkedin.com/posts/re-llmo_rellmo-hotov%C3%A9-automatizace-pro-marketing-activity-7473685847717036032-_RX3"
   },
   "slug": "re-llmo"
  },
  {
   "n": "Readyt",
   "u": "https://www.readyt.ai/",
   "w": "Software that finds Reddit buyer threads, drafts and posts replies from your account, and tracks brand visibility across LLMs, for founders and agencies.",
   "w_u": "https://www.readyt.ai/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "We measure AI visibility as the share of test prompts where your brand appears in answers from ChatGPT, Claude and Perplexity.",
     "u": "https://www.readyt.ai/about.html"
    },
    "sources": {
     "v": "yes",
     "q": "Which Reddit threads AI cites for your keyword",
     "u": "https://www.readyt.ai/"
    },
    "content": {
     "v": "partial",
     "q": "Reddit Reply Generator: Draft replies that read human, not like a bot",
     "u": "https://www.readyt.ai/"
    },
    "technical": {
     "v": "yes",
     "q": "every domain now gets a readiness score that breaks down how well your site is structured for AI models to read and cite",
     "u": "https://www.readyt.ai/changelog.html"
    },
    "pr": {
     "v": "yes",
     "q": "finds the threads where buyers ask for recommendations, drafts the reply in your voice",
     "u": "https://www.readyt.ai/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Meet the team behind Readyt, the Reddit and AI-visibility (GEO) platform for founders and agencies.",
     "u": "https://www.readyt.ai/about.html"
    }
   },
   "product": "AI Visibility",
   "hq": "United Arab Emirates",
   "hq_src": "https://www.readyt.ai/",
   "tier": 4,
   "read": "2026-11-02",
   "launch": {
    "d": "2026-07-14",
    "src": "https://www.readyt.ai/changelog.html"
   },
   "slug": "readyt"
  },
  {
   "n": "Realbot",
   "u": "https://realbot.com.au",
   "w": "AI marketing platform for Australian real estate agents and agencies, with agent profiles, listing pages and an AI Corner visibility audit.",
   "w_u": "https://realbot.com.au",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Weekly audit of how ChatGPT, Google AI Overviews, Perplexity, Gemini and Claude describe you when asked about your suburb.",
     "u": "https://realbot.com.au/ai-corner.html"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Realbot rewrites your profile, suburb pages and content using AEO best practices",
     "u": "https://realbot.com.au/ai-corner.html"
    },
    "technical": {
     "v": "partial",
     "q": "answer-first formatting, structured data, entity consistency, schema markup",
     "u": "https://realbot.com.au/ai-corner.html"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Agent AI Corner",
   "hq": "Australia",
   "hq_src": "https://realbot.com.au/about-us.html",
   "founded": 2021,
   "founded_src": "https://realbot.com.au/about-us.html",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "realbot"
  },
  {
   "n": "Redship",
   "u": "https://redship.io",
   "w": "Reddit marketing tool for founders that monitors keywords and brand mentions, scores threads and tracks AI citations weekly.",
   "w_u": "https://redship.io",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Your buyer questions run against all three, every week",
     "u": "https://redship.io"
    },
    "sources": {
     "v": "yes",
     "q": "The exact Reddit threads they cite as sources",
     "u": "https://redship.io"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "Find the Reddit threads where people are already asking for what you sell, and reply first.",
     "u": "https://redship.io"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Reddit marketing for agencies",
     "u": "https://redship.io/llms.txt"
    }
   },
   "tier": 2,
   "read": "2026-11-02",
   "slug": "redship"
  },
  {
   "n": "Replymer",
   "u": "https://replymer.com/",
   "w": "Software that monitors Reddit and X for buyer conversations and writes replies, and also tracks AI engine mentions, for product makers.",
   "w_u": "https://replymer.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "every plan tracks what ChatGPT, Perplexity, Gemini and Google AI say about your category, week over week and next to your competitors.",
     "u": "https://replymer.com/"
    },
    "sources": {
     "v": "yes",
     "q": "A complete reply, written for every cited discussion you are missing from.",
     "u": "https://replymer.com/"
    },
    "content": {
     "v": "yes",
     "q": "We monitor Reddit and X for the conversations where buyers ask for what you sell, write a natural reply that recommends your product",
     "u": "https://replymer.com/"
    },
    "technical": {
     "v": "partial",
     "q": "Visits and conversions arriving from AI answers, attributed in the same place.",
     "u": "https://replymer.com/"
    },
    "pr": {
     "v": "yes",
     "q": "run_outreach — sends pitch emails from your address",
     "u": "https://replymer.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "See exactly which questions get your competitors recommended while you are absent.",
     "u": "https://replymer.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-11-02",
   "slug": "replymer"
  },
  {
   "n": "RightBlogger",
   "u": "https://rightblogger.com/",
   "w": "AI blog automation tool that writes and publishes posts, with an AI Brand Monitor and free visibility checker, for bloggers and agencies.",
   "w_u": "https://rightblogger.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track the prompts buyers actually type, asked live on five AI platforms.",
     "u": "https://rightblogger.com/ai-brand-monitor"
    },
    "sources": {
     "v": "yes",
     "q": "The monitor ranks every cited page and domain, so you know where to earn your next mention.",
     "u": "https://rightblogger.com/ai-brand-monitor"
    },
    "content": {
     "v": "yes",
     "q": "Build the cite-able pages with the AI SEO Editor and Article Writer.",
     "u": "https://rightblogger.com/ai-brand-monitor"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "so you know where to earn your next mention",
     "u": "https://rightblogger.com/ai-brand-monitor"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI-suggested prompts to track, including questions you already appear in.",
     "u": "https://rightblogger.com/ai-brand-monitor"
    },
    "agency": {
     "v": "yes",
     "q": "Share visibility and mention data under your own brand on the Agency plan.",
     "u": "https://rightblogger.com/ai-brand-monitor"
    }
   },
   "product": "Free AI Visibility Checker",
   "hq": "United States",
   "hq_src": "https://rightblogger.com/ai-visibility-checker",
   "founded": 2023,
   "founded_src": "https://rightblogger.com/about",
   "tier": 2,
   "read": "2026-11-02",
   "slug": "rightblogger"
  },
  {
   "n": "Salyence",
   "u": "https://salyence.com/",
   "w": "Brand tracking reports that measure share of search, social share of voice and share of AI recommendation, for marketers.",
   "w_u": "https://salyence.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Benchmark your brand’s AI recommendation frequency against your competitive set.",
     "u": "https://salyence.com/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "We evaluate your technical footprint across ChatGPT and Gemini",
     "u": "https://salyence.com/"
    },
    "pr": {
     "v": "partial",
     "q": "where your category is being discussed and what brands are being mentioned.",
     "u": "https://salyence.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "real-world discovery phrasing",
     "u": "https://salyence.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "Salyence Pro",
   "tier": 4,
   "read": "2026-11-02",
   "slug": "salyence"
  },
  {
   "n": "ShowUpInAI",
   "u": "https://showupinai.com/",
   "w": "Crawls your site daily and pushes changed pages to Bing via IndexNow so ChatGPT, Copilot and Perplexity can find them.",
   "w_u": "https://showupinai.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Changes are pushed instantly to Bing via IndexNow to refresh the indexes AI assistants use.",
     "u": "https://showupinai.com/"
    },
    "pr": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "ShowUpInAI crawls your site daily and instantly submits changed pages so AI assistants can find them sooner.",
     "u": "https://showupinai.com/"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "tier": 4,
   "read": "2026-10-30",
   "launch": {
    "d": "2025-06",
    "src": "https://showupinai.com/blog/case-study-showupinai-delivers-early-chatgpt-traffic-to-new-websites"
   },
   "slug": "showupinai"
  },
  {
   "n": "Sichtbarkeitsradar",
   "u": "https://marktbasis.de/",
   "w": "Index and analysis reports scoring German industrial firms on search and AI findability, for Mittelstand decision makers.",
   "w_u": "https://marktbasis.de/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Erfassung der Nennungen in ChatGPT, Perplexity & Google AI Overviews.",
     "u": "https://marktbasis.de/preise/"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Automatisierte Handlungsempfehlung",
     "u": "https://marktbasis.de/preise/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "wird Ihre Unternehmens-DNA für KI-Crawler (wie GPT-Bot oder CCBot) als",
     "u": "https://marktbasis.de/methodik/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "Germany",
   "hq_src": "https://marktbasis.de/impressum/",
   "read": "2026-10-30",
   "slug": "sichtbarkeitsradar-marktbasis"
  },
  {
   "n": "Sitelemetry",
   "u": "https://sitelemetry.com/",
   "w": "Website audit tool covering security, technical SEO, AI visibility, accessibility, performance and integrations, with fixes for coding agents.",
   "w_u": "https://sitelemetry.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "12 prompts lack owned answers",
     "u": "https://sitelemetry.com/"
    },
    "sources": {
     "v": "partial",
     "q": "Citation surface gap",
     "u": "https://sitelemetry.com/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "AI discoverability",
     "u": "https://sitelemetry.com/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "White-label reports and highest MCP capacity",
     "u": "https://sitelemetry.com/"
    }
   },
   "product": "AI visibility audit",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "sitelemetry"
  },
  {
   "n": "Specularis",
   "u": "https://www.specularisinc.com/",
   "w": "AI visibility agency that builds founder authority and content for founders, agents and firms; also offers a free site audit.",
   "w_u": "https://www.specularisinc.com/",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "scoring your AI search visibility across ChatGPT, Claude, Gemini, and Perplexity",
     "u": "https://www.specularisinc.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Enter one question your customers ask AI and see the exact sources it cites for the answer",
     "u": "https://www.specularisinc.com/free-tools"
    },
    "content": {
     "v": "yes",
     "q": "We build your answer-first content cluster, schema, and entity signals",
     "u": "https://www.specularisinc.com/"
    },
    "technical": {
     "v": "yes",
     "q": "We look at your site the way ChatGPT, Claude and Perplexity do.",
     "u": "https://www.specularisinc.com/free-audit"
    },
    "pr": {
     "v": "partial",
     "q": "findable, credible, and cited across Google, Reddit, and AI tools",
     "u": "https://www.specularisinc.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://www.linkedin.com/company/specularis/",
   "founded": 2019,
   "founded_src": "https://www.linkedin.com/company/specularis/",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "specularis"
  },
  {
   "n": "StudioMeyer",
   "u": "https://studiomeyer.io/en/services/geo",
   "w": "Free GEO MCP server that checks how visible a website is to AI assistants and gives steps to improve; from a web design/SEO studio.",
   "w_u": "https://studiomeyer.io/en/services/geo",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "StudioMeyer GEO checks your site and shows you how visible you are for AI",
     "u": "https://studiomeyer.io/en/services/geo"
    },
    "content": {
     "v": "yes",
     "q": "with concrete steps to improve",
     "u": "https://studiomeyer.io/en/services/geo"
    },
    "pr": {
     "v": "partial",
     "q": "GEO goes further: it works on getting your website known to AI systems and usable as a source, through mentions",
     "u": "https://studiomeyer.io/en/services/geo"
    },
    "sources": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "As an MCP server it runs 24 targeted checks on your site, gives a GEO score from 0 to 100",
     "u": "https://studiomeyer.io/en/services/geo"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "product": "StudioMeyer GEO",
   "hq": "Spain",
   "hq_src": "https://studiomeyer.io/en/about",
   "tier": 4,
   "read": "2026-10-30",
   "slug": "studiomeyer-geo"
  },
  {
   "n": "Trustpilot",
   "u": "https://business.trustpilot.com",
   "w": "Trustpilot sells businesses review tools and insights showing how often AI platforms cite their Trustpilot profile against competitors.",
   "w_u": "https://business.trustpilot.com/features/dashboard-analytics",
   "cat": "other",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your share of voice over time across platforms like ChatGPT, Claude, and Perplexity.",
     "u": "https://business.trustpilot.com/features/dashboard-analytics"
    },
    "sources": {
     "v": "partial",
     "q": "See how often AI platforms cite your Trustpilot profile compared to your competitors.",
     "u": "https://business.trustpilot.com/features/dashboard-analytics"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "partial",
     "q": "Improved Location Review Pages: Help AI find location-specific feedback when comparing and recommending brands.",
     "u": "https://business.trustpilot.com"
    },
    "pr": {
     "v": "partial",
     "q": "Give AI systems the trust evidence they need to recommend you",
     "u": "https://business.trustpilot.com/solutions/drive-ai-visibility"
    },
    "commerce": {
     "v": "partial",
     "q": "Win product searches with AI recommendations",
     "u": "https://business.trustpilot.com/features/review-seo"
    },
    "prompts": {
     "v": "partial",
     "q": "AI Search Market Insights & Query Data: See what buyers search for, what drives them to your profile, and how you compare with competitors.",
     "u": "https://business.trustpilot.com"
    },
    "agency": {
     "v": "no"
    }
   },
   "product": "AI Search Market Insights / Enterprise AI visibility",
   "hq": "Denmark",
   "hq_src": "https://www.prnewswire.com/news-releases/trustpilot-launches-new-features-to-help-brands-get-foundand-chosenin-the-age-of-ai-302734032.html",
   "founded": 2007,
   "founded_src": "https://www.prnewswire.com/news-releases/trustpilot-launches-new-features-to-help-brands-get-foundand-chosenin-the-age-of-ai-302734032.html",
   "tier": 1,
   "read": "2026-11-02",
   "slug": "trustpilot"
  },
  {
   "n": "Visibility Kit",
   "u": "https://visibilitykit.ai",
   "w": "A WordPress plugin and script that report the visits AI tools send to a site, sorted by tool, sold to site owners.",
   "w_u": "https://visibilitykit.ai",
   "cat": "other",
   "cells": {
    "track": {
     "v": "partial",
     "q": "what the AI visibility audit measures, by asking the models directly rather than watching for crawlers",
     "u": "https://visibilitykit.ai"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "yes",
     "q": "Visibility Kit shows you the real visits that AI tools send to your site.",
     "u": "https://visibilitykit.ai"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "hq": "United States",
   "hq_src": "https://visibilitykit.ai/docs/about/ryan-howard",
   "tier": 4,
   "read": "2026-10-22",
   "slug": "visibility-kit"
  }
 ],
 "community": [
  {
   "n": "@canonry/aeo-audit",
   "u": "https://github.com/Canonry/aeo-audit",
   "w": "Open-source CLI and library that scores a website across 16 AEO factors for whether AI answer engines will cite it.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Modes: audit, fix, schema, llms.txt, monitor.",
     "u": "https://raw.githubusercontent.com/Canonry/aeo-audit/main/README.md"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Score any URL across 16 AEO factors: structured data, llms.txt, E-E-A-T, extractability, snippet eligibility, and more.",
     "u": "https://github.com/Canonry/aeo-audit"
    },
    "technical": {
     "v": "yes",
     "q": "Audit built HTML offline in CI",
     "u": "https://github.com/Canonry/aeo-audit"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "canonry-aeo-audit"
  },
  {
   "n": "AEO Radar",
   "u": "https://github.com/hellowalt/aeo-radar",
   "w": "Open-source self-hosted monitor that scrapes ChatGPT on set keywords daily and reports brand mentions, rank and competitors in a dashboard.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AEO Radar scrapes AI answer engines on your keywords every day",
     "u": "https://github.com/hellowalt/aeo-radar"
    },
    "sources": {
     "v": "yes",
     "q": "each answer is parsed for brand mention, ranking position, sentiment, competitors, and cited domains/URLs.",
     "u": "https://github.com/hellowalt/aeo-radar"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "generate prompts for keywords in brand.ts",
     "u": "https://github.com/hellowalt/aeo-radar"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-radar"
  },
  {
   "n": "AEO Visibility Machine",
   "u": "https://github.com/federicodeponte/aeo-mentions-crawler",
   "w": "Open-source app that generates keywords and blog posts for AI search engines using a Gemini key, with AEO scoring.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI Visibility Monitor - Enterprise-grade AI monitoring system for tracking brand mentions across multiple LLM platforms",
     "u": "https://github.com/federicodeponte/aeo-mentions-crawler"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Generate keywords and blogs optimized for AI search engines",
     "u": "https://raw.githubusercontent.com/federicodeponte/aeo-mentions-crawler/main/README.md"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI-powered keyword generation optimized for answer engines",
     "u": "https://raw.githubusercontent.com/federicodeponte/aeo-mentions-crawler/main/README.md"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-visibility-machine-aeo-mentions-crawler"
  },
  {
   "n": "aeo-platform",
   "u": "https://github.com/webappski/aeo-platform",
   "w": "Open-source CLI that measures a brand across four AI engines, audits AI bot crawlability and exports a context file for an AEO plan.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "It measures your brand across ChatGPT, Claude, Gemini, and Perplexity",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "sources": {
     "v": "yes",
     "q": "Domain share-of-voice (own-domain marker) · category breakdown · top-cited publishers",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "content": {
     "v": "partial",
     "q": "exports a JSON brand-context you paste into any AI for a personalised 30-day AEO plan",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "technical": {
     "v": "yes",
     "q": "AI-Bot Crawl Readiness",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "pr": {
     "v": "partial",
     "q": "with specific competitors to displace and URLs to pitch",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "commerce": {
     "v": "partial",
     "q": "AI-ad detector",
     "u": "https://github.com/webappski/aeo-platform"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Webappski is an AEO agency that measures client visibility with aeo-platform",
     "u": "https://github.com/webappski/aeo-platform"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-platform"
  },
  {
   "n": "aeo.js",
   "u": "https://aeojs.org/",
   "w": "Open-source package for web frameworks that generates robots.txt, llms.txt, schema and AI index files, and scores GEO readiness.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "✓ llms.txt — LLM summary ... ✓ schema.json — JSON-LD structured data",
     "u": "https://aeojs.org/"
    },
    "technical": {
     "v": "yes",
     "q": "aeo.js generates robots.txt, llms.txt, schema & more",
     "u": "https://aeojs.org/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aeo-js"
  },
  {
   "n": "agent-seo",
   "u": "https://github.com/pontiggia/agent-seo",
   "w": "Open-source TypeScript library that serves Markdown to AI crawlers, generates llms.txt and audits sites with a CLI.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Make any website AI-readable with zero config.",
     "u": "https://github.com/pontiggia/agent-seo"
    },
    "technical": {
     "v": "yes",
     "q": "automatically serves clean Markdown to AI crawlers (GPTBot, ClaudeBot, PerplexityBot, and 15+ others)",
     "u": "https://github.com/pontiggia/agent-seo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "agent-seo"
  },
  {
   "n": "agentic-seo",
   "u": "https://github.com/addyosmani/agentic-seo",
   "w": "Open source command line tool that audits websites and documentation for how well AI coding agents can discover and read them.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "`agentic-seo` runs 10 checks across 5 categories, scoring your site out of 100",
     "u": "https://github.com/addyosmani/agentic-seo"
    },
    "technical": {
     "v": "yes",
     "q": "AI crawlers not blocked, explicit allow rules",
     "u": "https://github.com/addyosmani/agentic-seo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "agentic-seo"
  },
  {
   "n": "agentimization",
   "u": "https://github.com/antlio/agentimization",
   "w": "Open source command line audit that scores how easily Claude, ChatGPT, Perplexity and Gemini can find, understand and cite a site.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "36 checks across 8 categories. each one is a thing ai agents need to discover, parse, or cite your content.",
     "u": "https://github.com/antlio/agentimization"
    },
    "technical": {
     "v": "yes",
     "q": "36 checks across 8 categories",
     "u": "https://github.com/antlio/agentimization"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "agentimization"
  },
  {
   "n": "AI Brand Monitor MCP",
   "u": "https://github.com/khadinakbarlabs/ai-brand-monitor-mcp",
   "w": "MIT licensed MCP server that lets AI agents check brand mentions, citations and sentiment across Perplexity, ChatGPT, Claude and Gemini through a paid Apify actor.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP agent.",
     "u": "https://github.com/khadinakbarlabs/ai-brand-monitor-mcp"
    },
    "sources": {
     "v": "partial",
     "q": "does the AI link to your domain?",
     "u": "https://github.com/khadinakbarlabs/ai-brand-monitor-mcp"
    },
    "content": {
     "v": "partial",
     "q": "GEO score (0–100) and plain-English recommendations in the run summary",
     "u": "https://github.com/khadinakbarlabs/ai-brand-monitor-mcp"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "ai-brand-monitor-mcp"
  },
  {
   "n": "AI SEO Tools by RivalSee",
   "u": "https://github.com/RivalSee/ai-seo-tools",
   "w": "Open source prompts that developers paste into an AI assistant to find code issues that stop AI crawlers reading their site.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "This prompt analyzes your entire codebase to identify technical SEO issues that prevent AI crawlers and search engines from properly reading your content.",
     "u": "https://github.com/RivalSee/ai-seo-tools"
    },
    "technical": {
     "v": "yes",
     "q": "identify technical SEO issues that prevent AI crawlers and search engines from properly reading your content",
     "u": "https://github.com/RivalSee/ai-seo-tools"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "ai-seo-tools-by-rivalsee"
  },
  {
   "n": "AI Visibility Monitor",
   "u": "https://work-smart.ai/",
   "w": "Open source command line tool that runs buyer queries against ChatGPT, Claude and Perplexity, reports citations and suggests winnable queries for B2B sites.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "AVM is the open-source CLI that runs your buyer queries against all three",
     "u": "https://github.com/WorkSmartAI-alt/ai-visibility-monitor"
    },
    "sources": {
     "v": "yes",
     "q": "classifies which surfaces drive citations in your category",
     "u": "https://github.com/WorkSmartAI-alt/ai-visibility-monitor"
    },
    "content": {
     "v": "partial",
     "q": "This tells you which queries you can win and what to make.",
     "u": "https://github.com/WorkSmartAI-alt/ai-visibility-monitor"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "surface the specific Reddit, Quora, and other community threads that keep being cited",
     "u": "https://github.com/WorkSmartAI-alt/ai-visibility-monitor"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "scores adjacent queries you can realistically win in 30 to 60 days",
     "u": "https://github.com/WorkSmartAI-alt/ai-visibility-monitor"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "ai-visibility-monitor-avm"
  },
  {
   "n": "AICW AI Mentions",
   "u": "https://aichatwatch.com/aicw-ai-mentions/",
   "w": "Open source command line and MCP scanner that reports which brands, people, sites and links AI chats mention for a chosen subject.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Counts companies, products, people, websites, and other entities mentioned in AI answers.",
     "u": "https://aichatwatch.com/aicw-ai-mentions/"
    },
    "sources": {
     "v": "yes",
     "q": "Extracts individual source URLs cited by AI systems during a scan.",
     "u": "https://aichatwatch.com/aicw-ai-mentions/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Choose a subject, generate focused questions, ask configured AI models",
     "u": "https://aichatwatch.com/aicw-ai-mentions/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "aicw-ai-mentions"
  },
  {
   "n": "Angeo",
   "u": "https://angeo.dev/",
   "w": "Free MIT-licensed Magento 2 modules and a free AI check that make online stores readable by AI assistants, for store owners.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Tracks how often AI models mention your brand.",
     "u": "https://angeo.dev/"
    },
    "sources": {
     "v": "partial",
     "q": "records whether your brand appears at all and whether it is cited with a link",
     "u": "https://angeo.dev/modules/aeo-brand-visibility/"
    },
    "content": {
     "v": "yes",
     "q": "AI product descriptions | Bulk text with OpenAI, Claude, Gemini or Groq.",
     "u": "https://angeo.dev/"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt for AI crawlers | Safe rules for AI and search bots.",
     "u": "https://angeo.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "ChatGPT product feed | A product feed that updates on a schedule.",
     "u": "https://angeo.dev/"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "angeo"
  },
  {
   "n": "Aperture",
   "u": "https://github.com/anyin-ai/aperture",
   "w": "Open source self-hosted tool that tracks how a brand appears in ChatGPT and Perplexity answers, for brands, agencies and SEO teams.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track whether AI models recommend your brand for the queries that matter",
     "u": "https://github.com/anyin-ai/aperture"
    },
    "sources": {
     "v": "yes",
     "q": "See which competitors get cited instead of you",
     "u": "https://github.com/anyin-ai/aperture"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run client audits at scale without per-seat SaaS costs",
     "u": "https://github.com/anyin-ai/aperture"
    }
   },
   "read": "2026-11-02",
   "slug": "aperture"
  },
  {
   "n": "auto-geo",
   "u": "https://github.com/shadowresearch/auto-geo",
   "w": "Open source command line tool that audits, writes and rewrites pages for AI citation and measures whether AI engines cite them.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measure: do AI engines actually cite you?",
     "u": "https://github.com/shadowresearch/auto-geo"
    },
    "sources": {
     "v": "yes",
     "q": "Audit, generate, fix, and track the pages large language models cite",
     "u": "https://github.com/shadowresearch/auto-geo"
    },
    "content": {
     "v": "yes",
     "q": "rewrite an existing page so it passes the audit",
     "u": "https://github.com/shadowresearch/auto-geo"
    },
    "technical": {
     "v": "partial",
     "q": "Article + FAQPage JSON-LD emitted from structure, not hand-written.",
     "u": "https://github.com/shadowresearch/auto-geo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "fan-out-query capture",
     "u": "https://github.com/shadowresearch/auto-geo"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "auto-geo"
  },
  {
   "n": "BeatGEO",
   "u": "https://beatapi.io/geo",
   "w": "Open source local workspace that tracks brand mentions and citations in AI answers using browser collection, with question sets and retests.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track mentions, inspect the sources, and turn what you learn into your next improvement.",
     "u": "https://beatapi.io/geo"
    },
    "sources": {
     "v": "yes",
     "q": "Follow the citation back to its source.",
     "u": "https://beatapi.io/geo"
    },
    "content": {
     "v": "partial",
     "q": "question sets, browser evidence, actions and retests",
     "u": "https://beatapi.io/geo"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Build a repeatable question set around your website, category and competitors.",
     "u": "https://beatapi.io/geo"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "beatgeo"
  },
  {
   "n": "CiteGEO",
   "u": "https://citegeo.uvansa.com/",
   "w": "Open source self-hosted tracker that asks AI models buyer questions, keeps every raw answer and reports visibility, cited pages and crawler activity.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "CiteGEO asks the models what your buyers ask, keeps every answer whole",
     "u": "https://citegeo.uvansa.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Every page a model cited for one of your topics, with the question it was cited for.",
     "u": "https://citegeo.uvansa.com/"
    },
    "content": {
     "v": "partial",
     "q": "earn a mention on it or write the one that replaces it",
     "u": "https://citegeo.uvansa.com/"
    },
    "technical": {
     "v": "yes",
     "q": "Which crawlers reached your site, and the three states a frequency chart hides.",
     "u": "https://citegeo.uvansa.com/"
    },
    "pr": {
     "v": "yes",
     "q": "Then it names the pages worth going after.",
     "u": "https://citegeo.uvansa.com/"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "How often anyone actually asked, counted in an openly licensed corpus of real conversations.",
     "u": "https://citegeo.uvansa.com/"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "citegeo"
  },
  {
   "n": "Citeshine",
   "u": "https://citeshine.com/",
   "w": "Open-source GEO audit CLI plus a paid audit service checking ChatGPT, Perplexity, Gemini and Chinese AI engines for mentions and citations.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "see if ChatGPT, Perplexity, DeepSeek & co. mention, rank and cite your brand.",
     "u": "https://github.com/Citeshine/citeshine-audit"
    },
    "sources": {
     "v": "yes",
     "q": "whether you are mentioned, what is wrong, and which sources are cited.",
     "u": "https://citeshine.com/pricing/"
    },
    "content": {
     "v": "partial",
     "q": "Implementation work and re-tests after the audit.",
     "u": "https://citeshine.com/pricing/"
    },
    "technical": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "citeshine-audit-citeshine"
  },
  {
   "n": "claude-rank",
   "u": "https://github.com/Houseofmvps/claude-rank",
   "w": "Free Claude Code plugin and command line scanner that audits sites for AI search and search engines, then generates fixes.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "AI Citability Score — 7-dimension analysis",
     "u": "https://github.com/Houseofmvps/claude-rank"
    },
    "technical": {
     "v": "yes",
     "q": "Auto-fix for robots.txt, sitemap.xml, llms.txt, and JSON-LD.",
     "u": "https://github.com/Houseofmvps/claude-rank"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Agency-ready HTML report",
     "u": "https://github.com/Houseofmvps/claude-rank"
    }
   },
   "read": "2026-11-02",
   "slug": "claude-rank"
  },
  {
   "n": "craftsail-growth",
   "u": "https://github.com/craftsail/craftsail-growth",
   "w": "Open source self-hosted dashboard that tracks how AI engines mention and cite a brand, audits the site and ranks actions.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Share of voice against the competitors you track.",
     "u": "https://github.com/craftsail/craftsail-growth"
    },
    "sources": {
     "v": "yes",
     "q": "Every cited URL, grouped into owned, competitor, review, social and reference sites.",
     "u": "https://github.com/craftsail/craftsail-growth"
    },
    "content": {
     "v": "yes",
     "q": "A ranked action plan from citations, the site audit and Search Console, re-checked automatically after you ship.",
     "u": "https://github.com/craftsail/craftsail-growth"
    },
    "technical": {
     "v": "yes",
     "q": "Covers robots rules for AI bots, llms.txt, structured data and answerable content.",
     "u": "https://github.com/craftsail/craftsail-growth"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Query fan-out: the web searches engines actually ran",
     "u": "https://github.com/craftsail/craftsail-growth"
    },
    "agency": {
     "v": "partial",
     "q": "Scheduled runs, reports, multiple projects and users",
     "u": "https://github.com/craftsail/craftsail-growth"
    }
   },
   "read": "2026-11-02",
   "slug": "craftsail-growth"
  },
  {
   "n": "Dualmark",
   "u": "https://dualmark.dev/",
   "w": "Open source library that gives each page of a marketing site a markdown version served to AI agents, with a conformance score.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Browsers get the page you already ship. AI agents get clean markdown",
     "u": "https://dualmark.dev/"
    },
    "technical": {
     "v": "yes",
     "q": "Dualmark gives every page a markdown twin AI agents can actually read.",
     "u": "https://dualmark.dev/"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "dualmark"
  },
  {
   "n": "Gego",
   "u": "https://getgego.org/",
   "w": "Open source self-hosted tracker that schedules prompts across AI providers and records brand mentions, citation domains and keywords.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Run the same prompts across OpenAI, Anthropic, Google, Perplexity, Ollama, and pluggable custom providers.",
     "u": "https://getgego.org/"
    },
    "sources": {
     "v": "yes",
     "q": "Extract cited URLs and domains from web-search results",
     "u": "https://getgego.org/"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "gego"
  },
  {
   "n": "GEO Doctor",
   "u": "https://github.com/Fangx-AI/geo-doctor",
   "w": "Open source AI assistant skill that checks which brands Chinese and overseas AI engines recommend, then writes content and rechecks the rate.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "算推荐率，排出竞品推荐榜",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "sources": {
     "v": "yes",
     "q": "推荐别人时读的是哪些网站",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "content": {
     "v": "yes",
     "q": "再帮你成批写出 AI 愿意引用的内容",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "technical": {
     "v": "yes",
     "q": "查 robots、AI 爬虫、noindex、正文能不能被读到",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "pr": {
     "v": "yes",
     "q": "知乎、公众号等排好版由你点发布",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "用真实用户的原话，写 20 到 30 道题",
     "u": "https://github.com/Fangx-AI/geo-doctor"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-doctor-geo"
  },
  {
   "n": "GEO Optimizer",
   "u": "https://github.com/geo-team-red/geo-optimizer",
   "w": "Open source Go framework that rewrites and scores content for AI engines, using pluggable strategies and an LLM, for developers.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Moves key conclusions to the beginning",
     "u": "https://github.com/geo-team-red/geo-optimizer"
    },
    "technical": {
     "v": "yes",
     "q": "Automatic JSON-LD structured data generation",
     "u": "https://github.com/geo-team-red/geo-optimizer"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-tenant architecture with enterprise isolation",
     "u": "https://github.com/geo-team-red/geo-optimizer"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-optimizer-geo-optimizer"
  },
  {
   "n": "GEO SEO Hub",
   "u": "https://github.com/yaojingang/GEOHub",
   "w": "Open source agent skills that diagnose sites, create content and compute visibility metrics from supplied AI engine observations, marked experimental.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "computes reproducible visibility, mention, source-inclusion, citation-share, and panel-coverage metrics from approved offline engine-observation bundles",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "sources": {
     "v": "partial",
     "q": "source-inclusion, citation-share",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "content": {
     "v": "yes",
     "q": "creates evidence-lined titles, explainers, comparisons, rankings, page blueprints",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "technical": {
     "v": "yes",
     "q": "bounded multi-page website GEO diagnosis",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "pr": {
     "v": "partial",
     "q": "external publication handoffs",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "converts a validated GEO brief into a deterministic query map",
     "u": "https://github.com/yaojingang/GEOHub"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-seo-hub-geohub"
  },
  {
   "n": "GEO 智能内容优化平台",
   "u": "https://github.com/chnjames/AIGEOTOOLS",
   "w": "Open source Streamlit tool that generates keywords and platform content for brands, optimizes it, and checks mentions across several AI models.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "按日期跟踪品牌提及率变化",
     "u": "https://github.com/chnjames/AIGEOTOOLS"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "四维评估与自动优化",
     "u": "https://github.com/chnjames/AIGEOTOOLS"
    },
    "technical": {
     "v": "yes",
     "q": "自动生成 JSON-LD Schema",
     "u": "https://github.com/chnjames/AIGEOTOOLS"
    },
    "pr": {
     "v": "partial",
     "q": "知乎、小红书、CSDN 等平台一键复制",
     "u": "https://github.com/chnjames/AIGEOTOOLS"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "AI 生成 + 词库组合 + 混合模式",
     "u": "https://github.com/chnjames/AIGEOTOOLS"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-aigeotools"
  },
  {
   "n": "GEO 自动化 Skill 整合包",
   "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack",
   "w": "Open agent skill pack for GEO client work: diagnosis, keyword mining, article writing, platform rewrites and Doubao monitoring reports.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "做豆包发布前诊断、发布后检测、前后对比、竞品信源反推",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    },
    "sources": {
     "v": "yes",
     "q": "收集豆包引用的竞品和信源。",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    },
    "content": {
     "v": "yes",
     "q": "生成五类平台文章 Brief 和可发布 Markdown 主稿",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "partial",
     "q": "把主稿改成头条、搜狐、知乎、36氪等平台版本",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "从客户档案 / 公司家底表生成 GEO 关键词库",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    },
    "agency": {
     "v": "yes",
     "q": "生成发布前后对比反馈。",
     "u": "https://github.com/noahneancy-byte/geo-automation-skill-pack"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-skill-geo-automation-skill-pack"
  },
  {
   "n": "geo-audit-skill",
   "u": "https://github.com/josezuma/geo-audit-skill",
   "w": "Open source Claude agent skill that audits a URL for AI search readiness, including crawler rules, llms.txt, schema and citability patterns.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "audits any URL for AI-search readiness. Checks llms.txt, robots.txt AI-crawler rules, JSON-LD schema, and citability patterns.",
     "u": "https://github.com/josezuma/geo-audit-skill"
    },
    "technical": {
     "v": "yes",
     "q": "Checks llms.txt, robots.txt AI-crawler rules, JSON-LD schema, and citability patterns.",
     "u": "https://github.com/josezuma/geo-audit-skill"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-audit-skill"
  },
  {
   "n": "geo-check",
   "u": "https://github.com/vasco-branco06/geo-check",
   "w": "Open source command line tool and Claude Code skill that scores whether AI crawlers can reach and read a website.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "5 of 11 citation crawlers allowed, and the exact robots.txt lines to add.",
     "u": "https://github.com/vasco-branco06/geo-check"
    },
    "technical": {
     "v": "yes",
     "q": "Check whether a website is reachable and readable by AI crawlers, and score it.",
     "u": "https://github.com/vasco-branco06/geo-check"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-check"
  },
  {
   "n": "GEO-Content-Optimizer-Skill",
   "u": "https://geolook.liangdabiao.com/",
   "w": "Open source agent skills and a local web workspace that sample AI answers, audit sites, plan content and package client deliverables.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "告诉你每个引擎提到你的频率、位置、引用谁",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    },
    "sources": {
     "v": "yes",
     "q": "告诉你每个引擎提到你的频率、位置、引用谁",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    },
    "content": {
     "v": "yes",
     "q": "右边实时打分你这篇文章\"AI 愿不愿意引用\"",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    },
    "technical": {
     "v": "yes",
     "q": "把 Schema、FAQ、定义块自动生成 HTML，直接给开发部署",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    },
    "pr": {
     "v": "yes",
     "q": "告诉你应该去哪些网站/平台\"留名\"（知乎、小红书、维基、G2、Reddit...）",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "一键打包诊断报告 + 优化方案 + 执行方案 + 任务表，直接发客户",
     "u": "https://github.com/liangdabiao/GEO-Content-Optimizer-Skill"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-content-optimizer-skill-geolook"
  },
  {
   "n": "geo-lint",
   "u": "https://polyfactor.io/en",
   "w": "Open source command line linter that checks content against SEO and GEO rules so AI agents can fix violations automatically.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "An agent that checks how AI search engines represent your brand, finds the gaps and improves your content so you show up in the answers.",
     "u": "https://polyfactor.io/en/ai-agents/geo-visibility-agent"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Validates your content for AI search visibility -- then lets your AI agent fix it automatically.",
     "u": "https://github.com/IJONIS/geo-lint"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-lint"
  },
  {
   "n": "GEO-SEO Claude Code Skill",
   "u": "https://github.com/zubair-trabzada/geo-seo-claude",
   "w": "Open source Claude Code skill that audits websites for AI search, scores citability and generates client reports, for marketers and agencies.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "partial",
     "q": "Scan brand mentions across AI-cited platforms",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    },
    "content": {
     "v": "yes",
     "q": "Score content for AI citation readiness",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    },
    "technical": {
     "v": "yes",
     "q": "Check AI crawler access (robots.txt)",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    },
    "pr": {
     "v": "partial",
     "q": "Scans YouTube, Reddit, Wikipedia, LinkedIn, and 7+ other platforms.",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    },
    "commerce": {
     "v": "partial",
     "q": "Optimize product pages for AI shopping recommendations",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "yes",
     "q": "Run client audits and generate deliverables",
     "u": "https://github.com/zubair-trabzada/geo-seo-claude"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-seo-claude-code-skill"
  },
  {
   "n": "geo-watch",
   "u": "https://github.com/josezuma/geo-watch",
   "w": "Local command line tool that monitors brand citations in AI model outputs, using the user's own API keys.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Local-first CLI that monitors brand citations in AI model outputs.",
     "u": "https://github.com/josezuma/geo-watch"
    },
    "sources": {
     "v": "partial",
     "q": "citation-tracking",
     "u": "https://github.com/josezuma/geo-watch"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-watch"
  },
  {
   "n": "GEO/AEO Tracker",
   "u": "https://github.com/danishashko/geo-aeo-tracker",
   "w": "Self-hosted tracker for marketers, SEO teams and founders that scores brand visibility across five AI engines, using the user's own API keys.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Track your brand in ChatGPT, Perplexity, Gemini, Microsoft Copilot and Google AI Mode.",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "sources": {
     "v": "yes",
     "q": "Domain-grouped citation frequency analysis",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "content": {
     "v": "yes",
     "q": "multi-stage pipeline scoring how well your page is optimized for AI search results",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "technical": {
     "v": "yes",
     "q": "Site readiness check: llms.txt, AI crawler access (robots.txt), Schema.org, BLUF density, heading structure",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "pr": {
     "v": "yes",
     "q": "URLs where competitors get cited but you don't, with outreach briefs",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Generate persona-specific prompt variants (CMO, SEO Lead, Founder, etc.)",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    },
    "agency": {
     "v": "partial",
     "q": "Multi-workspace: manage multiple brands/projects independently",
     "u": "https://github.com/danishashko/geo-aeo-tracker"
    }
   },
   "read": "2026-11-02",
   "slug": "geo-aeo-tracker"
  },
  {
   "n": "geoaeo",
   "u": "https://usegeoaeo.com",
   "w": "Free MIT licensed CLI, library and MCP server for developers that audits a site and generates llms.txt, structured data and Markdown mirrors.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Run geoaeo humanize to find AI filler, inflated phrasing, and unnatural patterns that lower search and citation quality.",
     "u": "https://usegeoaeo.com"
    },
    "technical": {
     "v": "yes",
     "q": "geoaeo audits your site 0–100 and generates the llms.txt, structured data, and Markdown mirrors engines cite.",
     "u": "https://usegeoaeo.com"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geoaeo"
  },
  {
   "n": "GEOFlow",
   "u": "https://www.geoflow.me/",
   "w": "Self-hosted system for brand and content teams that runs knowledge bases, AI content production, review, multi-site publishing and AI visibility analysis.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "追踪重点问题、回答来源和品牌提及，持续优化 GEO 可见性。",
     "u": "https://www.geoflow.me/"
    },
    "sources": {
     "v": "partial",
     "q": "追踪重点问题、回答来源和品牌提及，持续优化 GEO 可见性。",
     "u": "https://www.geoflow.me/"
    },
    "content": {
     "v": "yes",
     "q": "从策略、生成、审核到发布，建立可复用的企业级内容生产路径。",
     "u": "https://www.geoflow.me/"
    },
    "technical": {
     "v": "yes",
     "q": "数据中心汇总内容、分发、访问、Top 内容、AI 爬虫和趋势",
     "u": "https://github.com/yaojingang/GEOFlow"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "为客户提供部署、培训、维护或二次开发交付 | 可免费使用并收取服务费",
     "u": "https://github.com/yaojingang/GEOFlow"
    }
   },
   "read": "2026-11-02",
   "slug": "geoflow"
  },
  {
   "n": "GEOInflow",
   "u": "https://github.com/yaojingang/GEOInflow",
   "w": "Self-hosted web and AI crawler analytics for GEO teams and publishers, covering crawl logs, AI search referrals, content coverage and conversions.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Access policies support robots / Nginx configuration exports.",
     "u": "https://github.com/yaojingang/GEOInflow"
    },
    "technical": {
     "v": "yes",
     "q": "helps teams understand which AI crawlers visit their sites, which pages they request",
     "u": "https://github.com/yaojingang/GEOInflow"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "GEO teams managing multiple sites",
     "u": "https://github.com/yaojingang/GEOInflow"
    }
   },
   "read": "2026-11-02",
   "slug": "geoinflow"
  },
  {
   "n": "GeoLook",
   "u": "https://geolook.cc/",
   "w": "Self-hosted GEO platform covering AI answer sampling, site diagnosis, strategy, implementation tickets, publishing and verification, for brands and GEO service providers.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Samples real answers engine by engine; quantifies mention rate / rank / citation share",
     "u": "https://github.com/aigclink/geolook"
    },
    "sources": {
     "v": "yes",
     "q": "what each engine actually cites",
     "u": "https://github.com/aigclink/geolook"
    },
    "content": {
     "v": "yes",
     "q": "required extraction blocks and brand facts at hand, live citability pre-check",
     "u": "https://github.com/aigclink/geolook"
    },
    "technical": {
     "v": "yes",
     "q": "WAF/CDN differential probing with real AI-crawler UAs",
     "u": "https://github.com/aigclink/geolook"
    },
    "pr": {
     "v": "yes",
     "q": "a channel map of 19 channels weighted by real citation-corpus data",
     "u": "https://github.com/aigclink/geolook"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "expand the question bank from real search demand",
     "u": "https://github.com/aigclink/geolook"
    },
    "agency": {
     "v": "yes",
     "q": "One click produces diagnosis report, strategy, execution plan, ticket CSV, and acceptance sheet for clients",
     "u": "https://github.com/aigclink/geolook"
    }
   },
   "read": "2026-11-02",
   "slug": "geolook"
  },
  {
   "n": "geoptimize",
   "u": "https://github.com/cucuwang/geoptimize",
   "w": "Command line tool and GitHub Action that lints documentation and static sites in CI, scoring structure, citability, schema and metadata.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "Claim specificity, source signals, definitions, attribution",
     "u": "https://github.com/cucuwang/geoptimize"
    },
    "technical": {
     "v": "partial",
     "q": "Page-level indexing control and description quality",
     "u": "https://github.com/cucuwang/geoptimize"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "geoptimize-formerly-aeoptimize"
  },
  {
   "n": "geoskills",
   "u": "https://github.com/Cognitic-Labs/geoskills",
   "w": "Agent skills for website owners that audit GEO readiness, rewrite content, generate schema and llms.txt, and compare scores with competitors.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "Track your GEO score over time and catch regressions before they cost you traffic",
     "u": "https://github.com/Cognitic-Labs/geoskills"
    },
    "sources": {
     "v": "partial",
     "q": "Analyze Bing Webmaster Tools AI Performance exports to find cited page, grounding query, topic, intent, citation share",
     "u": "https://github.com/Cognitic-Labs/geoskills"
    },
    "content": {
     "v": "yes",
     "q": "Rewrite your content so AI engines quote it instead of your competitors",
     "u": "https://github.com/Cognitic-Labs/geoskills"
    },
    "technical": {
     "v": "yes",
     "q": "Can AI crawlers access your content? (robots.txt, llms.txt, HTTPS, speed, sitemaps)",
     "u": "https://github.com/Cognitic-Labs/geoskills"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "Analyze Bing Webmaster Tools AI Performance exports to find cited page, grounding query, topic, intent, citation share",
     "u": "https://github.com/Cognitic-Labs/geoskills"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geoskills"
  },
  {
   "n": "GEOVisibilityTool",
   "u": "https://github.com/MasashiToda1/GEOVisibilityTool",
   "w": "Claude Code skills that probe Chinese AI chat sites with test questions, score brand visibility, and write diagnostic and channel placement reports.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "算 visibility 分数 / 竞品 / 引用源画像",
     "u": "https://github.com/MasashiToda1/GEOVisibilityTool"
    },
    "sources": {
     "v": "yes",
     "q": "channel-level(域名 top 15)+ article-level(高频 URL top 10)",
     "u": "https://github.com/MasashiToda1/GEOVisibilityTool"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "yes",
     "q": "优先 channel 投放清单 top 10",
     "u": "https://github.com/MasashiToda1/GEOVisibilityTool"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "生成 30 条真实用户问题",
     "u": "https://github.com/MasashiToda1/GEOVisibilityTool"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "geovisibilitytool"
  },
  {
   "n": "Google AI Search Optimization Skill",
   "u": "https://github.com/deepakness/google-ai-search-optimization",
   "w": "Unofficial agent skill that audits and plans website work using Google's public guidance on AI Overviews and AI Mode.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "audit this product page for Google AI Search readiness",
     "u": "https://github.com/deepakness/google-ai-search-optimization"
    },
    "technical": {
     "v": "yes",
     "q": "Crawlability, indexing, snippets, canonicalization, JavaScript SEO, and page experience.",
     "u": "https://github.com/deepakness/google-ai-search-optimization"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "partial",
     "q": "Ecommerce and local business details through Merchant Center and Business Profile.",
     "u": "https://github.com/deepakness/google-ai-search-optimization"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "google-ai-search-optimization-skill"
  },
  {
   "n": "GTM Engineer Skills",
   "u": "https://github.com/onvoyage-ai/gtm-engineer-skills",
   "w": "Agent skills that research prompts and keywords, plan and write content, audit sites for AEO, and find backlink and Reddit opportunities.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Draft product-led content optimized for search and AI citation",
     "u": "https://github.com/onvoyage-ai/gtm-engineer-skills"
    },
    "technical": {
     "v": "yes",
     "q": "Crawl a live site and score AI discoverability with deterministic and content checks",
     "u": "https://github.com/onvoyage-ai/gtm-engineer-skills"
    },
    "pr": {
     "v": "yes",
     "q": "Find free backlink and mention opportunities across communities and directories",
     "u": "https://github.com/onvoyage-ai/gtm-engineer-skills"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "Identify prompts people ask AI engines about a category",
     "u": "https://github.com/onvoyage-ai/gtm-engineer-skills"
    },
    "agency": {
     "v": "partial",
     "q": "| Ship resource pages | `build-resource-pages` | Frontend pages built into a client codebase |",
     "u": "https://github.com/onvoyage-ai/gtm-engineer-skills"
    }
   },
   "read": "2026-11-02",
   "slug": "gtm-engineer-skills"
  },
  {
   "n": "HeiGe-GEO-SEO",
   "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO",
   "w": "Zero dependency GEO and SEO toolkit for agents, focused on Chinese AI engines, that scores pages, writes rewrite instructions and plans source placement.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "采集回 AI 回答喂回一键 sov+lostprompt+factcheck",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "sources": {
     "v": "yes",
     "q": "引擎信源偏好诊断",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "content": {
     "v": "yes",
     "q": "吃打分 → 出可喂任意 LLM 的精确改写指令包",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "technical": {
     "v": "yes",
     "q": "robots.txt / llms.txt / JSON-LD schema 一键生成",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "pr": {
     "v": "yes",
     "q": "给目标引擎推荐发哪几个平台权重最高",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "词根→问句矩阵",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    },
    "agency": {
     "v": "partial",
     "q": "可直接甩给客户",
     "u": "https://github.com/HeiGeAi/HeiGe-GEO-SEO"
    }
   },
   "read": "2026-11-02",
   "slug": "heige-geo-seo"
  },
  {
   "n": "jev-seo",
   "u": "https://docs.rs/crate/jev-seo/latest",
   "w": "Rust command line tool and MCP server for developers and coding agents that audits sites, scores pages for answer engines and tracks rank history.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "AI citation checks",
     "u": "https://docs.rs/crate/jev-seo/latest"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "scores pages for answer-engine citation with TypeSafe AI Jev typed primitives",
     "u": "https://docs.rs/crate/jev-seo/latest"
    },
    "technical": {
     "v": "yes",
     "q": "R01-R64 across crawl, on-page, content, links, structured data, AI access, performance, security, canonical.",
     "u": "https://docs.rs/crate/jev-seo/latest"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "jev-seo"
  },
  {
   "n": "laravel-aigeo",
   "u": "https://github.com/GitHiteshZope/aigeo",
   "w": "Laravel package for product sites that generates llms.txt, JSON-LD and an AI product feed, and scores products for GEO in a dashboard.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "Audit your products with a 0-100 score based on AI-critical signals.",
     "u": "https://github.com/GitHiteshZope/aigeo"
    },
    "technical": {
     "v": "yes",
     "q": "Automatically creates and serves llms.txt to guide AI crawlers.",
     "u": "https://github.com/GitHiteshZope/aigeo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "yes",
     "q": "Serves a specialized JSON feed designed specifically for LLM indexing.",
     "u": "https://github.com/GitHiteshZope/aigeo"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "laravel-aigeo"
  },
  {
   "n": "OneGlanse",
   "u": "https://oneglanse.com/",
   "w": "Self-hosted tracker that runs prompts on AI websites, saves answers and citations, and scores them with a model the user connects.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "OneGlanse runs your prompts on the real websites, saves the answers and citations, and lets you compare runs over time.",
     "u": "https://oneglanse.com/"
    },
    "sources": {
     "v": "yes",
     "q": "Find the pages and domains that keep appearing in your answers.",
     "u": "https://oneglanse.com/"
    },
    "content": {
     "v": "partial",
     "q": "Connect your own analysis model to see visibility, rank, sentiment, and recommendations.",
     "u": "https://oneglanse.com/"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Self-hosted tracking and agency reporting.",
     "u": "https://oneglanse.com/llms.txt"
    }
   },
   "read": "2026-11-02",
   "slug": "oneglanse"
  },
  {
   "n": "Overheard AI",
   "u": "https://www.trellace.com/resources/overheard-ai",
   "w": "Free local app that asks AI providers buyer questions with the user's API keys and reports brand mentions, top three placement and citations.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "The dashboard shows how often you're mentioned, how often you make the top three and how often your site is cited",
     "u": "https://www.trellace.com/resources/overheard-ai"
    },
    "sources": {
     "v": "yes",
     "q": "records the brands it named, their place in any ranked list and the sites it linked",
     "u": "https://www.trellace.com/resources/overheard-ai"
    },
    "content": {
     "v": "partial",
     "q": "stay tuned for our website 'AI visibility' tool that helps you make the improvements we've made for others",
     "u": "https://www.trellace.com/resources/overheard-ai"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "overheard-ai"
  },
  {
   "n": "Potato",
   "u": "https://github.com/onism1767-creator/potato",
   "w": "Local tool that measures how often a brand is mentioned and cited in Claude's web-search answers, with confidence intervals.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Potato measures how visible your brand is inside Claude's web-search answers.",
     "u": "https://github.com/onism1767-creator/potato"
    },
    "sources": {
     "v": "yes",
     "q": "cited from your own domain vs third-party pages",
     "u": "https://github.com/onism1767-creator/potato"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "potato"
  },
  {
   "n": "recomby-geo",
   "u": "https://github.com/ViryaZheng/recomby-geo",
   "w": "Alpha skill pack and seven step workflow commands that equip coding agents to do GEO work alongside a business expert, run locally.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "E-E-A-T / citation audit",
     "u": "https://github.com/ViryaZheng/recomby-geo/blob/main/README.en.md"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "mkdir -p clients/<your-project>/inputs",
     "u": "https://github.com/ViryaZheng/recomby-geo"
    }
   },
   "read": "2026-11-02",
   "slug": "recomby-geo"
  },
  {
   "n": "repo-visibility-skill",
   "u": "https://github.com/josezuma/repo-visibility-skill",
   "w": "Agent skill that audits a GitHub repository for AI discoverability and returns a 0 to 100 score with suggested fixes.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "partial",
     "q": "AI models parse this structure for content extraction.",
     "u": "https://github.com/josezuma/repo-visibility-skill/blob/main/SKILL.md"
    },
    "technical": {
     "v": "yes",
     "q": "Checks AGENTS.md presence, README structure, topics, description quality, and llms.txt.",
     "u": "https://github.com/josezuma/repo-visibility-skill/blob/main/SKILL.md"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "repo-visibility-skill"
  },
  {
   "n": "Searchstack",
   "u": "https://github.com/alexpospekhov/searchstack-aeo",
   "w": "An open source CLI that checks whether AI engines cite a site and runs SEO audits, for founders and SEO engineers.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "Monitor your visibility across Google, AI Overviews, ChatGPT, Perplexity & Claude",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    },
    "sources": {
     "v": "yes",
     "q": "track Google AI Overview: who gets cited for your target keywords",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    },
    "content": {
     "v": "partial",
     "q": "llms.txt generator",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    },
    "technical": {
     "v": "yes",
     "q": "creates llms.txt + llms-full.txt from your sitemap",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "inspect internal web search queries and citation sources",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    },
    "agency": {
     "v": "partial",
     "q": "you manage SEO for multiple clients and need automated reports",
     "u": "https://github.com/alexpospekhov/searchstack-aeo"
    }
   },
   "read": "2026-11-02",
   "slug": "searchstack-searchstack-aeo"
  },
  {
   "n": "SEO & GEO Agent Skills",
   "u": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
   "w": "An open source set of 120 marketing agent skills, including 16 for SEO and GEO, installable as a plugin.",
   "cells": {
    "track": {
     "v": "partial",
     "q": "16 skills covering research → build → optimize → monitor",
     "u": "https://github.com/aaron-he-zhu/seo-geo-claude-skills"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "content-writer , geo-content-optimizer",
     "u": "https://github.com/aaron-he-zhu/aaron-marketing-skills"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-10-30",
   "slug": "seo-geo-agent-skills-aaron-he-zhu"
  },
  {
   "n": "SEO / GEO / AEO Audit Skill for Claude",
   "u": "https://github.com/SNLabat/SEO-GEO-AEO-Skill",
   "w": "A Claude skill that audits any website for SEO, GEO and AEO and delivers a scored report as Word and PDF.",
   "cells": {
    "track": {
     "v": "no"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "yes",
     "q": "E-E-A-T signals, entity clarity, factual density, author authority",
     "u": "https://github.com/SNLabat/SEO-GEO-AEO-Skill"
    },
    "technical": {
     "v": "yes",
     "q": "no excessive JavaScript-only rendering that might block AI crawlers",
     "u": "https://raw.githubusercontent.com/SNLabat/SEO-GEO-AEO-Skill/main/SKILL.md"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "no"
    },
    "agency": {
     "v": "partial",
     "q": "Brief definitions of SEO, GEO, and AEO for clients who may be unfamiliar.",
     "u": "https://raw.githubusercontent.com/SNLabat/SEO-GEO-AEO-Skill/main/SKILL.md"
    }
   },
   "read": "2026-11-02",
   "slug": "seo-geo-aeo-audit-skill-for-claude"
  },
  {
   "n": "Voyage GEO",
   "u": "https://github.com/onvoyage-ai/voyage-geo-agent",
   "w": "An open source CLI that runs brand queries across AI models and reports mention rate, sentiment and competitor positioning.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "measures mention rate, sentiment, mindshare, competitor positioning, narrative themes, USP coverage gaps",
     "u": "https://github.com/onvoyage-ai/voyage-geo-agent"
    },
    "sources": {
     "v": "no"
    },
    "content": {
     "v": "no"
    },
    "technical": {
     "v": "no"
    },
    "pr": {
     "v": "no"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "partial",
     "q": "creates realistic search queries real people would type into ChatGPT/Perplexity",
     "u": "https://github.com/onvoyage-ai/voyage-geo-agent"
    },
    "agency": {
     "v": "no"
    }
   },
   "read": "2026-11-02",
   "slug": "voyage-geo"
  },
  {
   "n": "Yao GEO Skills",
   "u": "https://github.com/yaojingang/yao-geo-skills",
   "w": "An open source collection of 24 agent skills for GEO audits, content production, AI answer monitoring and research, mainly for Chinese AI platforms.",
   "cells": {
    "track": {
     "v": "yes",
     "q": "建立 AI 答案监测、引用追踪、真实数据获取、报告完整性模型",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "sources": {
     "v": "yes",
     "q": "诊断 AI 答案可见性、竞品差距、内容页面缺口、官网证据和外部信源",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "content": {
     "v": "yes",
     "q": "标题、科普、对比、文章 AI 友好化、旧文改造、榜单评测",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "technical": {
     "v": "yes",
     "q": "可抓取性、结构规范性、内容信号、权威证据和 AI 可抽取性",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "pr": {
     "v": "partial",
     "q": "外部信源建设",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "commerce": {
     "v": "no"
    },
    "prompts": {
     "v": "yes",
     "q": "AI 搜索问题集、意图簇、追问链路、查询重写",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    },
    "agency": {
     "v": "partial",
     "q": "GEO 长期运营、客户月报、内容迭代",
     "u": "https://github.com/yaojingang/yao-geo-skills"
    }
   },
   "read": "2026-11-02",
   "slug": "yao-geo-skills"
  }
 ],
 "closed": [
  {
   "n": "AEO Registry",
   "u": "https://aeoregistry.com/",
   "w": "Per a SourceForge listing: hosted service that creates and maintains optimized pages so AI assistants can find a business.",
   "fate": "Site down",
   "slug": "aeo-registry"
  },
  {
   "n": "AIVO",
   "u": "https://www.tryaivo.com/",
   "w": "AI visibility intelligence platform (per directories); its site is currently disabled.",
   "fate": "Site down",
   "slug": "aivo"
  },
  {
   "n": "Akii",
   "u": "https://akii.com/",
   "w": "Free MIT licensed Claude Code plugin from a venture builder that gives site owners and developers SEO, AEO and GEO audits, content plans and schema.",
   "fate": "Moved to another market",
   "slug": "akii-akii-technologies"
  },
  {
   "n": "Alrebro",
   "u": "https://alrebro.com",
   "w": "AI visibility scanner and six AI-visibility tools with prompt tracking; a higher plan adds team fixes and content.",
   "fate": "Site down",
   "slug": "alrebro"
  },
  {
   "n": "Anvil",
   "u": "https://joinanvil.com/",
   "w": "Closed product. Its app page described it as SEO for LLM and now directs visitors to a new website.",
   "fate": "Shut down",
   "slug": "anvil"
  },
  {
   "n": "Bear AI",
   "w": "Applied AI research lab that turns company data into datasets and benchmarks for building agents.",
   "fate": "Moved to another market",
   "slug": "bear-ai"
  },
  {
   "n": "BrandVector",
   "u": "https://brandvector.io/",
   "w": "Tracked who AI recommends for category prompts across ChatGPT, Claude, Perplexity and Grok, generated a 30-day content fix plan, and attributed AI referral traffic.",
   "fate": "Site down",
   "slug": "brandvector"
  },
  {
   "n": "BrndIQ",
   "u": "https://brndiq.ai/",
   "w": "Former tool that tracked how brands appear in AI answers; the site says it has shut down.",
   "fate": "Shut down",
   "slug": "brndiq"
  },
  {
   "n": "ChatGEO",
   "w": "Hybrid SEO+GEO engine with entity density optimization.",
   "fate": "Shut down",
   "slug": "chatgeo"
  },
  {
   "n": "CiteScope",
   "u": "https://citescope.ai/",
   "w": "Paused product that tracked where a product appeared in AI search answers, with weekly reports; it takes no new sign-ups.",
   "fate": "Shut down",
   "slug": "citescope"
  },
  {
   "n": "COMAS",
   "u": "https://comass.xyz/",
   "w": "SEO writing system that learns a brand's voice and runs research, writing and humanization; plans listed AI search visibility tracking.",
   "fate": "Shut down",
   "slug": "comas"
  },
  {
   "n": "CoThou",
   "w": "Company profiles designed to become the cited source of truth for AI answer engines.",
   "fate": "Shut down",
   "slug": "cothou"
  },
  {
   "n": "Eldil AI",
   "w": "Buys, catalogs and digitizes hard-to-find print media.",
   "fate": "Moved to another market",
   "slug": "eldil-ai"
  },
  {
   "n": "Exanimo",
   "u": "https://exanimo.ai/",
   "fate": "Site down",
   "slug": "exanimo"
  },
  {
   "n": "GEMcore",
   "u": "https://gemcore.ai/",
   "w": "Per OMR listing: platform to improve brand visibility in AI search with visibility monitoring and competitor dashboards.",
   "fate": "Site down",
   "slug": "gemcore"
  },
  {
   "n": "GenRankEngine",
   "w": "GEO platform that tracked B2B SaaS visibility in ChatGPT, Gemini and Claude.",
   "fate": "Shut down",
   "slug": "genrankengine"
  },
  {
   "n": "Genwolf",
   "w": "Daily prompt tracking across ChatGPT, Gemini, and Perplexity.",
   "fate": "Site down",
   "slug": "genwolf"
  },
  {
   "n": "GEO Analyzer",
   "u": "https://geoanalyzer.compl1zen.ai/",
   "fate": "Shut down",
   "slug": "geo-analyzer"
  },
  {
   "n": "GEO Watcher",
   "u": "https://geowatcher.com/lander",
   "fate": "Domain parked",
   "slug": "geo-watcher"
  },
  {
   "n": "geocraft.io",
   "u": "https://geocraft.io/",
   "w": "Site down: Vercel deployment paused; no product text readable.",
   "fate": "Site down",
   "slug": "geocraft-io"
  },
  {
   "n": "Georaize",
   "fate": "Site down",
   "slug": "georaize"
  },
  {
   "n": "Goose AEO",
   "u": "https://gooseworks.ai/",
   "w": "Beta command line toolkit and dashboard that tracks brand mentions in AI answers; GooseWorks' site now sells an ads and store growth agent.",
   "fate": "Moved to another market",
   "slug": "goose-aeo"
  },
  {
   "n": "GPTScore",
   "w": "Free 30-second test of whether ChatGPT and other assistants know and recommend a business.",
   "fate": "Site down",
   "slug": "gptscore"
  },
  {
   "n": "Grail Analytics",
   "u": "https://grailanalytics.ai/",
   "fate": "Site down",
   "slug": "grail-analytics"
  },
  {
   "n": "GreatCompany.ai",
   "u": "https://greatcompany.ai/",
   "w": "AI visibility scan and daily monitoring of ChatGPT, Perplexity and Gemini for small businesses (per July 2026 archive).",
   "fate": "Shut down",
   "slug": "greatcompany-ai"
  },
  {
   "n": "GroMach",
   "u": "https://gromach.com/",
   "w": "The domain now promotes Indonesian online slot gambling and shows no AI visibility product.",
   "fate": "Moved to another market",
   "slug": "gromach"
  },
  {
   "n": "GrowthOS",
   "w": "Reconstructs AI agent journeys across websites, docs, APIs and MCPs so product teams can see where agents fail.",
   "fate": "Moved to another market",
   "slug": "growthos"
  },
  {
   "n": "Hall",
   "u": "https://usehall.com/",
   "w": "AI brand visibility tracker for brand marketers, now part of Tracksuit, with a waitlist in place of sign up.",
   "fate": "Bought and folded in",
   "slug": "hall"
  },
  {
   "n": "Hema AI",
   "u": "https://tryhema.com/",
   "fate": "Site down",
   "slug": "hema-ai"
  },
  {
   "n": "Jarts.io",
   "u": "https://jarts.io/",
   "w": "Former AI visibility platform, acquired by AI Trust Signals and no longer available.",
   "fate": "Bought and folded in",
   "slug": "jarts-io"
  },
  {
   "n": "Kleonotus",
   "w": "Listed as a platform to get businesses recommended by AI assistants; its site no longer loads.",
   "fate": "Site down",
   "slug": "kleonotus"
  },
  {
   "n": "LagRank",
   "w": "Connects specialized professionals in healthcare, legal, finance and engineering with remote AI and technology roles, for candidates and employers.",
   "fate": "Moved to another market",
   "slug": "lagrank"
  },
  {
   "n": "Leverage",
   "u": "https://rankwithleverage.com/",
   "fate": "Site down",
   "slug": "leverage"
  },
  {
   "n": "LinRush",
   "w": "Early-access analytics platform for tracking when ChatGPT and other AI systems recommend your products.",
   "fate": "Shut down",
   "slug": "linrush"
  },
  {
   "n": "Lorelight",
   "u": "https://lorelight.ai/",
   "w": "Closed GEO tool that tracked brand mentions in ChatGPT and other AI answers for businesses.",
   "fate": "Shut down",
   "slug": "lorelight"
  },
  {
   "n": "ModelMonitor",
   "u": "https://modelmonitor.ai/",
   "fate": "Site down",
   "slug": "modelmonitor"
  },
  {
   "n": "MonitorLLM",
   "w": "Budget 'LLM SEO Monitor' that tracked product mentions and citations across AI platforms.",
   "fate": "Site down",
   "slug": "monitorllm"
  },
  {
   "n": "Mudra",
   "w": "'AI research lab' that measured and improved how often LLMs mention, cite and recommend a company.",
   "fate": "Site down",
   "slug": "mudra"
  },
  {
   "n": "Nah! SEO",
   "u": "https://nahseo.com/",
   "w": "Domain shows a GoDaddy parking lander; no product content.",
   "fate": "Domain parked",
   "slug": "nah-seo"
  },
  {
   "n": "Opticl",
   "u": "https://opticl.ai/",
   "w": "Site returns a hosting 404 (no app deployed); no product content.",
   "fate": "Site down",
   "slug": "opticl"
  },
  {
   "n": "Outranking",
   "u": "http://outranking.io/",
   "w": "Domain shows a Namecheap 'Domain registration has expired' page; no product content.",
   "fate": "Shut down",
   "slug": "outranking"
  },
  {
   "n": "OverVeo",
   "u": "https://overveo.com/",
   "w": "Was a toolkit to rank in Google AI Overviews: AI Overview rank tracker, content scorer, gap analysis, FAQ schema generator (archived Dec 2025).",
   "fate": "Site down",
   "slug": "overveo"
  },
  {
   "n": "Peasy",
   "u": "https://peasy.so/",
   "w": "Formerly web analytics that tracks AI search referrals and citations; the domain no longer resolves.",
   "fate": "Site down",
   "slug": "peasy"
  },
  {
   "n": "Project 40",
   "w": "AI visibility score tracker across GPT, Gemini and Claude.",
   "fate": "Site down",
   "slug": "project-40"
  },
  {
   "n": "Prompttracker",
   "u": "https://codelife.io/",
   "w": "Was an AI visibility tool tracking brand mentions and website citations in ChatGPT, Perplexity, Gemini, with content recommendations (archived Nov 2025).",
   "fate": "Shut down",
   "slug": "prompttracker"
  },
  {
   "n": "Propensia",
   "w": "Free GEO audit tool that checked how discoverable a site was on ChatGPT, Claude and Perplexity.",
   "fate": "Shut down",
   "slug": "propensia"
  },
  {
   "n": "Radix AI",
   "w": "Unknown from own site; third-party listings describe an AEO tool tracking brand mentions and cited sources.",
   "fate": "Site down",
   "slug": "radix-ai"
  },
  {
   "n": "RankRaven",
   "u": "https://rankraven.io/",
   "fate": "Site down",
   "slug": "rankraven"
  },
  {
   "n": "SearchAttention",
   "w": "Closed tool that showed marketers heatmaps of what AI models attend to in their content.",
   "fate": "Shut down",
   "slug": "searchattention"
  },
  {
   "n": "SearchByAI",
   "u": "https://www.searchbyai.co/",
   "w": "Asked buyer questions across ChatGPT, Claude, Gemini, Perplexity, Grok and AI Overviews, showed who gets named and sources, and suggested fixes.",
   "fate": "Site down",
   "slug": "searchbyai"
  },
  {
   "n": "Semly Pro",
   "u": "https://semlypro.com/",
   "w": "AI SEO and content platform with an AI-citation tracking module and an MCP server, plus a managed-SEO tier run by a strategist.",
   "fate": "Shut down",
   "slug": "semly-pro"
  },
  {
   "n": "Sill",
   "u": "https://trysill.com/",
   "w": "AI brand visibility platform with daily tracking across six AI engines, hallucination checks, recommendations and experiments (per archived site).",
   "fate": "Site down",
   "slug": "sill"
  },
  {
   "n": "Stobo",
   "u": "https://trystobo.com/",
   "w": "MCP/CLI tool that audited a site for SEO and AEO and generated fixes so Google and AI search can read it.",
   "fate": "Site down",
   "slug": "stobo"
  },
  {
   "n": "Thirdeye",
   "w": "Unknown from own site; directory listings describe an AI visibility tracker for ChatGPT, Claude, Gemini, Perplexity.",
   "fate": "Site down",
   "slug": "thirdeye"
  },
  {
   "n": "TransformSEO",
   "u": "https://gettransformseo.com/",
   "w": "AI-native SEO platform exposing 130+ SEO tools via MCP, including LLM mention tracking and ChatGPT answer scraping.",
   "fate": "Site down",
   "slug": "transformseo"
  },
  {
   "n": "Visalytica",
   "w": "Directory of SaaS and AI tools that sells paid listing and launch promotion packages to software makers.",
   "fate": "Moved to another market",
   "slug": "visalytica"
  },
  {
   "n": "VisibleInAI",
   "w": "Done-for-you AI visibility service that monitored and pushed ChatGPT, Perplexity and Google AI to recommend a brand.",
   "fate": "Site down",
   "slug": "visibleinai"
  },
  {
   "n": "Winglytics",
   "w": "AI visibility tool for tracking prompt rankings and brand discovery in AI search.",
   "fate": "Domain parked",
   "slug": "winglytics"
  },
  {
   "n": "XFunnel",
   "u": "https://www.xfunnel.ai/",
   "w": "AI search optimization: research AI questions, measure visibility, analyze responses and citations, run experiments, with analyst and managed services.",
   "fate": "Bought and folded in",
   "slug": "xfunnel"
  }
 ]
}
