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QueryRev AI Readiness icon

QueryRev AI Readiness

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QueryRev AI Readiness checks how a website's public files treat AI crawlers. It reports which of 11 AI crawlers (from OpenAI, Perplexity, Google, Apple, Common Crawl, Meta, Amazon and ByteDance) robots.txt lets in, whether the site's llms.txt is a real llms.

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Cost / License

  • Free
  • Open Source (MIT)

Platforms

  • Windows
  • Mac
  • Linux
  • Node.JS
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OS & Utilities, Business & Commerce, AI Tools & Services

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What is QueryRev AI Readiness?

QueryRev AI Readiness checks how a website's public files treat AI crawlers. It reports which of 11 AI crawlers (from OpenAI, Perplexity, Google, Apple, Common Crawl, Meta, Amazon and ByteDance) robots.txt lets in, whether the site's llms.txt is a real llms.txt, and what the home page says without running scripts: text in the HTML, structured data and the sitemap.

Every result is a finding with its evidence. There are no scores, no model calls and no telemetry: nothing is sent anywhere but the site being checked. It asks robots.txt before every file it fetches and stays at one request a second per host.

Commands: check a site, test which robots.txt line decides for a crawler and a path (RFC 9309 matching), validate an llms.txt against llmstxt.org, and generate an llms.txt skeleton from the site's sitemap. Output can be JSON, and an exit code can fail a CI build.

It also ships as an MCP server (@queryrev/ai-readiness-mcp) for AI assistants and as a GitHub Action. MIT licence, Node 22.19 or later.