Agent Readiness Checker
Can AI agents discover and use your site?
What we check
- llms.txt and when-to-use guidance for agents
- Markdown homepage (/index.md or Accept: text/markdown)
- security.txt, Organization schema, AI crawler access
- Optional OpenAPI or JSON routing helpers
Example: our llms.txt, /for-agents, /index.md.
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What is agent readiness?
Agent readiness is how easily AI assistants can discover what your site does, when to use it, and which URLs or APIs to call. It complements classic SEO and AI visibility (crawler access and citations).
How is this different from the AI Visibility Checker?
AI Visibility focuses on GEO/AEO signals for search-like AI answers. Agent Readiness focuses on llms.txt, markdown entry points, security.txt, and machine-readable helpers so coding agents and tools can route users correctly.
Do I need an OpenAPI spec?
Only if you operate a real public API. Content and directory sites can score well with llms.txt, markdown, and schema without fake OAuth or SDK stubs.
Is this affiliated with ora.ai or orank?
No. This checker uses public URL probes inspired by common agent-discovery practices. LLM Relevance publishes its own llms.txt and agent routing as a reference implementation.
Is this tool free?
Yes. Run a full report without payment. We link to other free tools and our Starter Kit when you want hands-on help.