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Can an AI agent read your site and get your product right?

Answer fourteen questions about your site or docs: files for agents, the facts assistants get wrong, freshness and serving agents directly. See your score and what to publish first. Runs in your browser. No account, no card, no call.

Your site and documentation

Answer for how things are today. Runs in your browser. Nothing is sent.

Files for agents

Does your site publish an llms.txt file?

Is there an llms-full.txt with the full text of your site or docs in one file?

Is each page available as clean markdown, without navigation or cookie banners?

Do sections have stable anchors that survive when a page is edited?

Facts assistants get wrong

Can your pricing be read from the page without running JavaScript?

Is the current API version stated in text in your docs?

Are your rate limits and plan limits written down in one place?

When you last asked an AI assistant about your pricing, version and limits, was it right?

Freshness

Is there a structured changelog with a date and version on every entry?

Do your agent-facing files update whenever the docs change?

Is someone told when a page that agents rely on changes?

Serving agents directly

Can agents fetch your content through an MCP resource server?

Is your content available as an index an agent builder could embed?

Do you know which agents consume your content, and what they fetch?

Answer the questions to see your score. It updates as you go.

Method: yes scores a question in full, partly scores half and no scores nothing. Each is weighted from one to three by how directly it decides whether an agent gets your product facts right, and the score is the weighted share of the points available. Unanswered questions are left out.

Can an AI agent read your site and get your product right?

Answer fourteen questions about your site or docs: files for agents, the facts assistants get wrong, freshness and serving agents directly. See your score and what to publish first. Runs in your browser. No account, no card, no call.

Open the free tool

It runs in your browser. AgentFeeder never sees your inputs.