Software companies we track

AirOps: new features and launches

We confirmed 34 product launches from AirOps since March 2023. The latest, Muse Spark answer tracking, dashboard notes, CSV imports in Campaigns, became available Oct. 26, 2026. We also record 3 funding rounds and 1 new company.

Updated . Launches from 2022 to Oct. 26, 2026.

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.

Site
airops.com
Founded
2021
Category
AI visibility
Status
Active
Price
Solo and Pro free to start, no paid figure published; Enterprise custom; Solo overage $0.025 per task; 14-day trial.

Every dated launch, newest first

  1. Muse Spark answer tracking, dashboard notes, CSV imports in Campaigns

    Available Oct. 26, 2026.

    AirOps Insights now tracks how brands appear in Muse Spark answers, and custom dashboards take text blocks beside charts that carry into PDF exports. Campaigns accept CSV imports of page lists and briefs for review before work moves into Action.

    Features: AI-answer tracking, Reporting and measurement.

    Source: AirOps changelog.

  2. Citation trends in AirOps MCP and platform grouping in Ad Library

    Available Oct. 19, 2026.

    AirOps added citation trends and weekly history to its MCP, so a connected assistant can report which pages are losing citations, and grouped its Ad Library by platform to compare ads across ChatGPT and Google AI Mode. The same release adds deeper Query Fanout insights.

    Features: AI-cited sources, AI-answer tracking, MCP servers and connectors.

    Source: AirOps changelog.

    In PR software this week: Oct. 20 to 25, 2026.

  3. Google AI Mode ads in the Ad Library

    Available Oct. 12, 2026.

    Ad Library adds ads seen in Google AI Mode answers beside the ChatGPT ads AirOps already shows.

    Features: AI-answer tracking.

    Source: AirOps product changelog.

    In PR software this week: Oct. 5 to 19, 2026.

  4. Content feedback and Playbook testing through MCP

    Available Oct. 12, 2026.

    Claude or Codex connected through AirOps MCP can read Artifact comments and Playbook instructions, run a draft or published Playbook, and read the output.

    Features: MCP servers and connectors, MCP server.

    Source: AirOps product changelog.

  5. Citation lifecycle metrics in Insights

    Available Oct. 5, 2026.

    Insights shows when a URL first appeared as a citation, its peak week, rise, decline and half-life, with a weekly chart and CSV or Grid export.

    Features: AI-cited sources.

    Source: AirOps product changelog.

    In PR software this week: Oct. 5 to 19, 2026.

  6. Agent Analytics data in AirOps MCP and API

    Available Oct. 5, 2026.

    AI crawl activity (AI agent visits, training crawls, web-search crawls) can be read in a connected assistant through AirOps MCP and built into custom reports through the API.

    Features: AI-answer tracking, MCP servers and connectors, MCP server.

    Source: AirOps product changelog.

  7. AI Ads in AirOps

    Available Sept. 24, 2026.

    AirOps introduced AI Ads: monitoring, an ads library, and ad creation/actions for ChatGPT Ads as a third pillar of AI search visibility.

    Features: AI-answer tracking, AI-answer optimization.

    Source: AirOps blog.

  8. Copilot workflow-building update

    Available Sept. 21, 2026.

    Copilot, running on Claude Sonnet 5 by default, explains Workflows, suggests Steps and connections, and helps diagnose problems.

    Features: Chat assistant.

    Source: AirOps changelog.

  9. Social and Community insights

    Available Sept. 14, 2026.

    Shows which YouTube creators, videos, Reddit threads and subreddits appear in tracked AI answers.

    Features: AI-cited sources.

    Source: AirOps changelog.

  10. AirOps Services: platform plus channel-expert team

    Announced Sept. 2, 2026.

    AirOps paired its platform and data with a team of channel experts who set a customer's AI search strategy and execute it end to end, including earning placements in third-party sources.

    Source: AirOps blog.

  11. AirOps in Codex

    Available Aug. 31, 2026.

    Interactive AirOps Insights analysis with charts, tables and Brand Kit review interfaces inside Codex tasks.

    Features: MCP servers and connectors, Plugin.

    Source: AirOps changelog.

  12. Content Review for AI Discoverability and Brand Adherence

    Available Aug. 3, 2026.

    Automated checks on Playbook and Workflow outputs suggest edits on answer completeness, original information and writing rules.

    Features: AI-answer optimization.

    Source: AirOps changelog.

  13. Multi-Model

    Available July 30, 2026.

    AirOps launched Multi-Model, letting teams pick the AI model and reasoning effort per Playbook/job to cut token spend.

    Source: AirOps blog.

  14. Quill

    Available May 13, 2026.

    AI agent lead that monitors, creates, refreshes and optimizes content for AI search, with human review.

    Features: AI agents.

    Source: Business Wire via Yahoo Finance.

  15. Prompt Discovery

    Available April 30, 2026.

    Builds and maintains a map of what people ask AI about a brand, category and competitors from four intent sources.

    Features: AI-answer tracking.

    Source: AirOps blog.

  16. Content Publish Tracking

    Available April 9, 2026.

    Each page published or updated through AirOps is logged as an event and overlaid on the Insights charts.

    Features: Reporting and measurement, AI-answer tracking.

    Source: AirOps blog (Content Publish Tracking).

  17. Prompt Mining

    Available March 25, 2026.

    Adds prompts to AI search tracking from Gong, Zendesk and Intercom conversations through MCP, using Claude or ChatGPT.

    Features: AI-answer tracking, MCP servers and connectors.

    Source: AirOps blog.

  18. Rebuilt Brand Kit

    Available March 24, 2026.

    Governed brand context store that every tool, agent and workflow draws on.

    Source: AirOps blog.

  19. Sentiment Tracking

    Available March 19, 2026.

    Insights surfaces positive and negative themes in AI search responses about a brand and the pages that shape them.

    Features: AI-answer tracking.

    Source: AirOps blog.

  20. Query Fan-outs

    Available March 19, 2026.

    Shows the exact searches AI runs behind the scenes when it gathers information for its answers.

    Features: AI-answer tracking.

    Source: AirOps blog.

  21. CMS and Project Management Integrations

    Available March 3, 2026.

    Native CMS/PM integrations (Webflow, WordPress, Contentful, Asana, ClickUp, Monday.com, Airtable) let teams run content through AI-powered workflows.

    Source: Business Wire (via Yahoo Finance).

  22. AirOps Claude Connector (MCP)

    Available Feb. 5, 2026.

    Connector pipes brand context, workflow outputs and AI visibility data into Claude via MCP.

    Features: MCP servers and connectors, MCP server.

    In the skills library.

    Source: AirOps blog.

  23. AirOps Offsite

    Available Feb. 3, 2026.

    Finds the third-party publishers that influence AI answers in a category, lands mentions there and measures citation lift; managed-service option.

    Features: AI-cited sources, AI-answer optimization.

    Source: AirOps blog.

  24. Page360

    Available Jan. 27, 2026.

    Unified data layer combining AI search citations/mentions, Google Search Console, GA4 analytics, and content-freshness signals in one dashboard.

    Features: AI-answer tracking, Reporting and measurement.

    Source: AirOps blog.

  25. Citations Matrix

    Available Jan. 8, 2026.

    Analytics matrix showing how often a brand is cited by each AI platform, by topic, domain category or competitor.

    Features: AI-answer tracking.

    Source: AirOps blog.

  26. Content Engineering Platform for AI Search

    Available Nov. 17, 2025.

    Next-generation AirOps platform positioned as an end-to-end content engineering system built to win AI search visibility.

    Features: AI-answer optimization, Press release and content writing.

    Source: AirOps blog.

  27. AirOps Insights

    Available Nov. 17, 2025.

    Monitors AI search performance across multiple AI providers, segmented by platform, region, persona, and funnel stage.

    Features: AI-answer tracking.

    Source: AirOps blog.

  28. AirOps Actions

    Available Nov. 17, 2025.

    Connects workflows and knowledge bases into a system that converts AI-visibility insights into on-brand content actions.

    Features: AI-answer optimization.

    Source: AirOps blog.

  29. Human + AI Collaboration content system

    Available Nov. 17, 2025.

    Workflow letting teams craft and refresh content through combined human and AI review to ensure accuracy and brand alignment.

    Features: Press release and content writing.

    Source: AirOps blog.

  30. $40M Series B

    Announced Nov. 10, 2025.

    AirOps raised $40M Series B led by Greylock at a $225M valuation to build out its AI search visibility platform.

    Source: BusinessWire.

  31. Content Refresh

    Available June 9, 2025.

    Recurring audits, briefs and refresh updates for existing content, aimed at AI-search citation and SERP performance.

    Features: AI-answer optimization.

    Source: AirOps blog.

  32. AirOps 2.0: prompt-level AEO benchmarking

    Available March 28, 2025.

    AirOps 2.0 says it benchmarks where AI answers name competitors but not the brand, its first stated AI-answer measurement.

    Features: AI-answer tracking.

    Source: AirOps blog (Introducing AirOps 2.0).

  33. AirOps 2.0 Automated Refresh

    Available March 28, 2025.

    Automated content refresh that closes competitive gaps for visibility boosts in AI search.

    Features: AI-answer optimization.

    Source: AirOps blog (Introducing AirOps 2.0).

  34. $15.5M Series A

    Announced Oct. 2, 2024.

    AirOps raised $15.5M in Series A led by Unusual Ventures, with Wing VC, Founder Collective, Xfund, and Alt Capital.

    Source: AirOps blog.

  35. AirOps Studio v1.0

    Available July 17, 2023.

    AirOps launched its first public workflow builder for writing content with large language models.

    Features: Press release and content writing.

    Source: AirOps blog (AirOps Studio v1.0).

  36. $7M seed round

    Announced April 26, 2023.

    AirOps raised $7M in seed funding led by Wing VC, with Founder Collective, XFund, Village Global, Apollo Projects, and Lachy Groom.

    Source: AirOps blog.

  37. AirOps Explorer private beta

    Available March 1, 2023. In beta.

    AirOps opened private beta for ChatGPT-powered tools (AirOps Explorer) for sentiment analysis, entity classification, and data enrichment.

    Source: AirOps blog.

  38. AirOps Founded

    Announced 2022.

    AirOps, co-founded by Alex Halliday and Matt Hammel; Fortune reports Halliday founded the company in early 2022 (LinkedIn/Crunchbase list 2021).

    Source: Fortune.

Methodology and corrections: what counts as a launch, how each one is checked, and how to report an error.

License: CC BY 4.0. Reuse it with credit to Newsprint.

Cite as: Newsprint, "AirOps: new features and launches", https://www.newsprint.com/companies/airops/, updated 2026-10-29

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