{ "license": { "name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/" }, "cite_as": "Newsprint, \"AI-answer tracking: which PR tools have it? 36 tools, dated\", https://www.newsprint.com/features/ai-answer-tracking/, updated 2026-10-29", "updated_at": "2026-10-29", "url": "https://www.newsprint.com/features/ai-answer-tracking/", "markdown_url": "https://www.newsprint.com/features/ai-answer-tracking.md", "title": "AI-answer tracking: which PR tools have it? 36 tools, dated", "opening_answer": "36 PR software companies have it. Evertune was first, available April 2024. 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It proposes and drafts work; a human reviews and approves before anything publishes.", "kind": "feature", "features": [ "agents", "ai-answer-tracking", "ai-answer-optimization" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "agent", "stage": "ga", "announced_on": "2026-07-02", "available_on": "2026-07-02", "date_precision": "day", "sources": [ { "url": "https://www.tryprofound.com/newsroom/profound-launches-aim-to-transform-ai-search-data-into-marketing-execution", "name": "Profound (GlobeNewswire press release)", "quote": "Profound Aim, an always-on background agent that helps marketing teams identify their highest-impact opportunities, prioritize work, and coo", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "a02837c4e98fdbd806aa97b97962adbf45f4ebf4da073f8f0d1f4ebad526cba3" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "agents": "https://www.newsprint.com/features/agents/", "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "ai-answer-optimization": "https://www.newsprint.com/features/ai-answer-optimization/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R477", "issues": [] }, { "id": "R472", "company": "profound", "product": null, "title": "Prompt Research Reports", "summary": "Runs over 1.5 billion real user prompts through a proprietary ranking and clustering model to guide prompt selection.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "ml", "stage": "ga", "announced_on": "2026-06-25", "available_on": "2026-06-25", "date_precision": "day", "sources": [ { "url": "https://www.tryprofound.com/blog/introducing-prompt-research-reports-in-profound", "name": "Profound (blog)", "quote": "runs 1.5+ billion real user prompts through a proprietary ranking and clustering model so you can choose prompts based on data, not guesswor", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "f3a040f4eb1ab6d78ed04b9eef741f2041ebaf60a9bb6db9768e4a6e94578a87" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R472", "issues": [] }, { "id": "R423", "company": "profound", "product": null, "title": "Sentiment (rebuilt)", "summary": "Rebuilt sentiment-analysis product explaining what is driving sentiment shifts in AI answers, not just whether they moved.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-06-03", "available_on": "2026-06-03", "date_precision": "day", "sources": [ { "url": "https://www.tryprofound.com/blog/graduate-from-tracking-ai-s-narrative-to-shaping-it-with-the-new-sentiment-product-in-profound", "name": "Profound (blog)", "quote": "Tools for tracking sentiment in AI responses existed, but most stop at the surface... 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Shopping Analysis reveals how products are discovered and recommended inside AI conv", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "f890fee21465bb8a0374a76c906dccd0d478fa9d4f4a88b22e8b66ba9c7b78a6" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R255", "issues": [] }, { "id": "R251", "company": "profound", "product": null, "title": "Profound Index", "summary": "Leaderboard ranking brands by how often they appear in answers from leading AI models.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2025-11-05", "available_on": "2025-11-05", "date_precision": "day", "sources": [ { "url": "https://www.tryprofound.com/blog/introducing-profound-index", "name": "Profound (blog)", "quote": "Profound Index is the first leaderboard for AI visibility, ranking brands based on how often they appear in answers from leading AI models", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "5b35b545f248f586aa54b7a20361f83edb44c7b15116999b8d2b71c1de7aef81" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R251", "issues": [] }, { "id": "R236", "company": "profound", "product": null, 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"stage": "ga", "announced_on": "2026-09-03", "available_on": "2026-09-03", "date_precision": "day", "sources": [ { "url": "https://rankscale.ai/changelog", "name": "Rankscale Changelog", "quote": "ranks the internal searches AI engines run for your prompts", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "548f38101807095b530e07d8613a30770aaed769a78d05508269716a4be3b854" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R546", "issues": [] }, { "id": "R460", "company": "rankscale", "product": null, "title": "Track sponsored ads in AI shopping answers", "summary": "Tracks sponsored ad placements ChatGPT, Google AI Mode, and Google AI Overview show for tracked queries, with an advertiser leaderboard and ad share of voice.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-06-17", "available_on": "2026-06-17", "date_precision": "day", "sources": [ { "url": "https://rankscale.ai/changelog", "name": "Rankscale Changelog", "quote": "Track sponsored ads in AI shopping answers", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "e8706d32ed55aa80e485f679e94a905b3f6c4ca5938674efe376b0d042fd6095" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R460", "issues": [] }, { "id": "R389", "company": "rankscale", "product": null, "title": "Traffic intelligence for the AI era", "summary": "Shows which AI engines send visitors to a site, surfaces funnel/FAQ gaps and decaying content, and gives prioritized SEO opportunities.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-20", "available_on": "2026-05-20", "date_precision": "day", "sources": [ { "url": "https://rankscale.ai/changelog", "name": "Rankscale Changelog", "quote": "See which AI engines send visitors to your site", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "e8d9d03e8fe0e439d84af56da93e6bf9894b311278b25630feb71cc226cec6ab" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": 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null, "checked_at": "2026-10-13", "content_hash": "a57d45f669ad4db3cf9905b3612a32ad92e8427fdf8b325d025f95864b23e771" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R339", "issues": [] }, { "id": "R335", "company": "rankscale", "product": null, "title": "GEO analytics skill for OpenClaw (rs-geo-analytics)", "summary": "Skill that lets an OpenClaw agent run Rankscale AI search visibility analytics from the terminal.", "kind": "skill", "features": [ "mcp-and-connectors", "ai-answer-tracking", "agent-skill" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-03-18", "available_on": "2026-03-18", "date_precision": "day", "sources": [ { "url": "https://rankscale.ai/blog/geo-with-openclaw-how-to-run-ai-search-visibility-analytics-from-your-terminal", "name": "Rankscale blog", "quote": "GEO With OpenClaw: How to Run AI Search Visibility Analytics From Your Terminal", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-21", "content_hash": "0d178a59ec984e09602391f18fe9eb5f3b88f089cbad5192e4a01dfdb553d0b4" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-21", "skill_grade": "mid", "needs_paid_data": true, "install_url": "https://clawhub.ai/Mathias-RS/rs-geo-analytics", "recognition": null, "people": [], "feature_urls": { "mcp-and-connectors": "https://www.newsprint.com/features/mcp-and-connectors/", "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "agent-skill": "https://www.newsprint.com/features/agent-skill/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R335", "issues": [] }, { "id": "R331", "company": "rankscale", "product": null, "title": "Live Google AI Overview snapshots & search query fan-out", "summary": "Google AI Overview results now come from live rendered snapshots with a full Web View and search query fan-out; adds xAI Grok tracking.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-03-11", "available_on": "2026-03-11", "date_precision": "day", "sources": [ { "url": "https://rankscale.ai/changelog", "name": "Rankscale Changelog", "quote": "live rendered snapshots with the full Web View and search query fan-out", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "fa3fe621bb38fb578cd00ba74fa574657dd43f33ed4d3798493301094e3cd9e2" }, "recorded_on": "2026-09-29", "issue": null, 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"url": "https://ahrefs.com/blog/new-features-july-august-2026/", "name": "Ahrefs blog", "quote": "how many AI responses each page appears in, across different AI platforms", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "a84e2db677c172992295d08404ddbf49b1576a5a50db056bf00d783ba21adf77" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "ai-cited-sources": "https://www.newsprint.com/features/ai-cited-sources/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R577", "issues": [] }, { "id": "R372", "company": "ahrefs-brand-radar", "product": null, "title": "Prompt-Based AI Overviews and AI Mode Indexes", "summary": "Brand Radar tracks how AI responds to full, long-form questions via new indexes for Google AI Overviews and AI Mode.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-01", "available_on": "2026-05-01", "date_precision": "month", "sources": [ { "url": "https://ahrefs.com/blog/new-features-may-2026/", "name": "Ahrefs blog", "quote": "This is closer to how people actually prompt these tools.", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "5a0bbfe191ebf7dc1c8f2d5a13572c0569c9f7756685206d5c7f4a3394dcaca4" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R372", "issues": [] }, { "id": "R365", "company": "ahrefs-brand-radar", "product": null, "title": "Generate custom prompts with AI (Brand Radar)", "summary": "Brand Radar generates tracking prompts from a chosen location and focus areas for the user to review and refine.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-04-23", "available_on": "2026-04-23", "date_precision": "day", "sources": [ { "url": "https://ahrefs.com/blog/new-features-february-march-2026/", "name": "Ahrefs blog", "quote": "you can now generate them with AI", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "075a394454c538ba24c1ee79652e20c29ebedf3d8aceba7ee30a9247cc30a87c" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": 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"Lets teams track specific custom prompts (beyond Brand Radar's native index) to gauge brand visibility in AI answers.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-01-20", "available_on": "2026-01-20", "date_precision": "day", "sources": [ { "url": "https://finance.yahoo.com/news/ahrefs-launches-custom-ai-prompt-051600618.html", "name": "Business Wire (via Yahoo Finance)", "quote": "how their brand appears in AI-generated answers across platforms like ChatGPT, Gemini, and Perplexity", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "0361287617adc87d5911fb8c1a97de5405ae66fe3175a8a6f039dce319910baf" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R292", "issues": [] }, { "id": "R210", "company": "ahrefs-brand-radar", "product": null, "title": "Brand Radar Entities", "summary": "Groups multiple brand-name variations (typos, alternate phrasings) into one tracked entity for AI-mention monitoring.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2025-09-01", "available_on": "2025-09-01", "date_precision": "month", "sources": [ { "url": "https://ahrefs.com/blog/new-features-sep-2025/", "name": "Ahrefs blog", "quote": "no more chasing every typo, spelling, or alternate phrasing – just a cleaner, consolidated view of your brand footprint", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", 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"available_on": "2026-01-08", "date_precision": "day", "sources": [ { "url": "https://www.airops.com/blog/new-ai-search-improvements-faster-insights-deeper-visibility-better-decisions", "name": "AirOps blog", "quote": "shows how often your brand is cited by each AI platform", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "a8c45b426ef0e0b6c4eb3cdec507ca5c618f0ee625a5243411956cf04feda74e" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R285", "issues": [] }, { "id": "R257", "company": "airops", "product": null, "title": "AirOps Insights", "summary": "Monitors AI search performance across 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"name": "New-TechEurope (21 April 2025)", "quote": "Brandlight's system enables businesses to track, optimize, refine, and improve their AI-driven presence", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "ee6554c3c2a0de3054c7c33020400fef755084ef69a07c707d60515401a8a480" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "ai-answer-optimization": "https://www.newsprint.com/features/ai-answer-optimization/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-N344", "issues": [] } ] }, { "slug": "knowatoa", "name": "Knowatoa", "url": "https://www.newsprint.com/features/ai-answer-tracking/#company-knowatoa", "company_url": 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"url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R250", "issues": [] }, { "id": "N050", "company": "knowatoa", "product": null, "title": "Locale Support", "summary": "Track AI search visibility across multiple languages and regions.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2025-08-19", "available_on": "2025-08-19", "date_precision": "day", "sources": [ { "url": "https://knowatoa.com/updates", "name": "Knowatoa (product updates)", "quote": "Track AI search visibility across multiple languages and regions.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "485e050001b449c04ebdc3b654aa6840e0b2e4ae9fa51e7fbcf82b6dbbb4734b" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, 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"install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-LN8AE1ZCP", "issues": [] }, { "id": "LYAT32YM5", "company": "meltwater", "product": null, "title": "Adds AI Brand Visibility dashboard template and 13 GenAI Lens widgets to Analyze", "summary": "A ready-made Analyze dashboard tracks brand and competitor visibility, mentions, sentiment and cited sources across AI models. 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"reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-LCC5QNERY", "issues": [] }, { "id": "L173QB8ZD", "company": "meltwater", "product": null, "title": "Adds Mistral to GenAI Lens AI monitoring", "summary": "GenAI Lens can track brand visibility, mentions, sentiment and prominence in Mistral, as a separately priced add-on, bringing coverage to 11 AI sources.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "suite" ], "tech": null, "stage": null, "announced_on": "2026-08-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/2", "name": "Meltwater product updates (page 2)", "quote": "Add Mistral as a source in GenAI Lens to monitor brand visibility across 11 AI sources.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "7fef39d92d92ac3e117ad0ad110c4e1b45cea14b319e19ddda36df328c4621ef" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-L173QB8ZD", "issues": [] }, { "id": "LE24AC402", "company": "meltwater", "product": null, "title": "Adds Visibility Rank Change Alerts in GenAI Lens", "summary": "Email, Slack or in-app alerts fire when a tracked brand moves up or down in AI answer rankings after a data refresh.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "suite" ], "tech": null, "stage": null, "announced_on": "2026-08-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/3", "name": "Meltwater product updates (page 3)", "quote": "Visibility Rank Change Alerts notify you when a tracked brand moves up or down in AI-generated response rankings after GenAI Lens refreshes its data.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "e2ae6d16a93c6e98a26a0de69a8d131c1d48743142518383ebac3ed0138224ca" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-LE24AC402", "issues": [] }, { "id": "L5CVP73TV", "company": "meltwater", "product": null, "title": "Adds an AI Visibility (GenAI Lens) API", "summary": "The v4 API returns GenAI Lens prompts, prompt folders, aggregate metrics, date histograms and top terms, so AI-answer visibility can feed BI tools and reports.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "suite" ], "tech": null, "stage": null, "announced_on": "2026-07-01", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://developer.meltwater.com/help/changelog", "name": "Meltwater developer changelog", "quote": "You can now track how your brand appears in AI assistants and answer engines such as ChatGPT, Gemini, and Perplexity using the v4 API.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "b1b3c4412d4f97af3bf2b92ec9c280f9564b8953d97e51a4871959adbe731eff" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-L5CVP73TV", "issues": [] }, { "id": "LE15RQKKN", "company": "meltwater", "product": null, "title": "Connects GenAI Lens to Google Analytics", "summary": "Users compare AI visibility with LLM-referred sessions, transactions, revenue and conversion rates from GA4.", "kind": "feature", "features": [ "ai-answer-tracking", "reporting-and-measurement" ], "tags": [], "categories": [ "suite" ], "tech": null, "stage": null, "announced_on": "2026-07-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/3", "name": "Meltwater product updates (page 3)", "quote": "Connect GenAI Lens to your Google Analytics account to compare AI visibility with website performance.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "ee20ed64d238d6fbac500e2b048fbbf7d766997ee0974a8675f5419fec374770" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-LE15RQKKN", "issues": [] }, { "id": "LQJPS6HFD", "company": "meltwater", "product": null, "title": "Adds Microsoft Copilot to GenAI Lens monitoring", "summary": "GenAI Lens tracks brand visibility, sentiment and volume in Microsoft Copilot answers, with the web sources and citations behind each answer.", "kind": "feature", "features": [ 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inactive prompts move to a new tab and only inactive prompts can be deleted.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "rules", "stage": "ga", "announced_on": "2026-10-01", "available_on": "2026-10-01", "date_precision": "day", "sources": [ { "url": "https://docs.surfacd.com/changelog", "name": "Surfacd changelog", "quote": "Select prompts on the Prompts tab and click Deactivate to stop collecting them instead.", "retrieved_at": "2026-10-19" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-19", "content_hash": "527b391b953e2c0d06c1182aa3c96030d316658ac98dc7d844dc4bf06567a36d" }, "recorded_on": "2026-10-19", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-K22", "issues": [] }, { "id": "R549", "company": "surfacd", "product": null, "title": "Reputation (Reputation Intelligence)", "summary": "Groups recurring narratives AI platforms tell about a brand into themes, scored for sentiment and tracked over time; beta.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "beta", "announced_on": "2026-09-10", "available_on": "2026-09-10", "date_precision": "day", "sources": [ { "url": "https://docs.surfacd.com/changelog", "name": "Surfacd changelog", "quote": "Reputation analyses the responses Surfacd already collects and surfaces the recurring stories AI platforms tell about your brand.", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "5a360d8ad4d121b7e2dc3a343878cdb76952340aee5cf431bc7d4793aca112f6" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R549", "issues": [] }, { "id": "R537", "company": "surfacd", "product": null, "title": "Search Queries", "summary": "Shows every web search an AI platform ran while building an answer, beside the cited sources.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-08-27", "available_on": "2026-08-27", "date_precision": "day", "sources": [ { "url": "https://docs.surfacd.com/changelog", "name": "Surfacd changelog", "quote": "See the searches AI ran before it answered", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "28d1341646670e89ac2cf959ab65aa28f9a2f2177324a3fb43c4c5f5f6d0150b" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R537", "issues": [] }, { "id": "N034", "company": "surfacd", "product": null, "title": "Claude and Grok monitored through provider APIs", "summary": "Claude is added as an early-access platform queried with web search on; Grok moves to API collection.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "beta", "announced_on": "2026-08-25", "available_on": "2026-08-25", "date_precision": "day", "sources": [ { "url": "https://docs.surfacd.com/changelog", "name": "Surfacd (changelog)", "quote": "Claude is available as an early-access platform. ... Surfacd queries Claude with web search switched on", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "f9ba3c3437dd83c3022abe18d329dfafe1bde06ed8610d0a9bdcd99fbd819356" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-N034", "issues": [] }, { "id": "N033", "company": "surfacd", "product": null, "title": "Sentiment score alongside visibility", "summary": "Brand Rankings and the Dashboard show a sentiment score for how AI describes each brand, with a trend and API fields.", "kind": "feature", "features": [ "ai-answer-tracking", "coverage-analysis" ], "tags": [], "categories": [ "ai-visibility" ], "tech": "llm", "stage": "ga", "announced_on": "2026-08-17", "available_on": "2026-08-17", "date_precision": "day", "sources": [ { "url": "https://docs.surfacd.com/changelog", "name": "Surfacd (changelog)", "quote": "Visibility tells you how often a brand appears. 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Both now sit side by side.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "ea73d9a57524ab1f712992deca194819be6b6cac38e4ce320524a4d326152da2" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-N033", "issues": [] } ] }, { "slug": "agility-pr", "name": "Agility PR", "url": "https://www.newsprint.com/features/ai-answer-tracking/#company-agility-pr", "company_url": "https://www.newsprint.com/companies/agility-pr/", "site": "https://www.agilitypr.com/", "first_launch_on": "2026-04-02", "launches": [ { "id": "R354", "company": "agility-pr", "product": null, "title": "Visibility Intelligence", "summary": "Monitors how AI answer engines such as ChatGPT, Claude and Gemini represent a brand and which outlets they cite.", "kind": "feature", "features": [ "ai-answer-tracking", "ai-cited-sources" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-04-02", "available_on": "2026-04-02", "date_precision": "day", "sources": [ { "url": "https://www.agilitypr.com/pr-news/agility-news-reports/own-the-ai-narrative-introducing-visibility-intelligence/", "name": "Agility PR Solutions", "quote": "Visibility Intelligence to drive 'AI recommendations that matter'", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "7146488be91531a1bc9561705eee3773674916d742c06d056773cc4a3e578280" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "ai-cited-sources": "https://www.newsprint.com/features/ai-cited-sources/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R354", "issues": [] }, { "id": "R377", "company": "agility-pr", "product": null, "title": "Brand Identities", "summary": "Central brand context, filled in by hand or by AI, that audits message pull-through against what AI answer engines say.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-01", "available_on": "2026-05-01", "date_precision": "day", "sources": [ { "url": "https://www.agilitypr.com/pr-news/agility-news-reports/intelligence-with-context-introducing-brand-identities/", "name": "Agility PR Solutions", "quote": "Whether input directly by the user, or 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"Tracks how ChatGPT, Claude and Gemini describe a brand using a reputation query library, with competitor benchmarking and a sentiment model.", "kind": "feature", "features": [ "ai-answer-tracking" ], "tags": [], "categories": [ "distribution" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-07", "available_on": "2026-05-07", "date_precision": "day", "sources": [ { "url": "https://csrwire.com/press-release/meet-first-ai-visibility-tracker-built-brand-reputation/", "name": "CSRwire (3BL release)", "quote": "Introducing 3BL's AI Visibility Tracker, the first tool built specifically for brand reputation in AI.", "retrieved_at": "2026-10-19" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-19", "content_hash": "c874b5048ef9d4303d1676a784f6ed22c17ad990bb92a4a9249cc23095109791" }, "recorded_on": "2026-10-19", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-V001", "issues": [] } ] }, { "slug": "vuelio", "name": "Vuelio", "url": "https://www.newsprint.com/features/ai-answer-tracking/#company-vuelio", "company_url": "https://www.newsprint.com/companies/vuelio/", "site": "https://www.vuelio.com/", "first_launch_on": "2026-05-21", "launches": [ { "id": "R376", "company": "vuelio", "product": null, "title": "AI View", "summary": "Tracks what large language models (ChatGPT, Gemini, Claude) cite and say when answering questions about an organization.", "kind": "feature", "features": [ "ai-answer-tracking", "ai-cited-sources" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-21", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.vuelio.com/uk/blog/introducing-lumina-ai-view-ai-visibility-built-for-pr-comms/", "name": "Vuelio blog", "quote": "That is why we’re unveiling Lumina AI View, the latest addition to our intelligent suite of AI tools from Vuelio.", "retrieved_at": "2026-10-26" }, { "url": "https://www.vuelio.com/uk/product-updates/", "name": "Vuelio product updates", "quote": "New Product | Lumina AI View | AI Visibility, Built for PR & Comms", "retrieved_at": "2026-10-13" } ], "verification": { "status": "amended", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "60f2f47568444dccb7d31cbcb33fc56fc599a8881f739bc3eee71e2c3e52865a" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "ai-answer-tracking": "https://www.newsprint.com/features/ai-answer-tracking/", "ai-cited-sources": "https://www.newsprint.com/features/ai-cited-sources/" }, "url": "https://www.newsprint.com/features/ai-answer-tracking/#launch-R376", "issues": [] } ] }, { "slug": "onclusive", "name": "Onclusive", "url": "https://www.newsprint.com/features/ai-answer-tracking/#company-onclusive", "company_url": "https://www.newsprint.com/companies/onclusive/", "site": "https://onclusive.com/", "first_launch_on": "2026-05-26", "launches": [ { "id": "R393", "company": "onclusive", "product": null, "title": "GEO Analytics", "summary": "Tracks and scores brand representation across five AI search engines (ChatGPT, Gemini, Grok, Claude, Perplexity), flagging shifts and influential sources.", "kind": "feature", "features": [ "ai-answer-tracking", "ai-cited-sources" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-26", "available_on": "2026-05-26", "date_precision": "day", "sources": [ { "url": 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