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J·BJon BishopIndependent growth marketer

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Inspect an llms.txt file without overclaiming

A practical check for file identity, structure, redirects, links, and the limits of what one retrieval can establish.

A server response can be successful while the body is an HTML page, an unrelated file or a misleading response. Confirm the retrieved document itself before you describe the endpoint as an llms.txt example.

Steps to use

  1. Fetch the proposed endpoint and save the response status, content type, requested URL and final URL.
  2. Read the start of the returned body. Check for a Markdown title and actual Markdown links; do not rely on the filename or a third-party directory listing.
  3. Resolve relative links against the final URL and sample important destinations separately. A link count alone does not prove those destinations work.
  4. Date the check. Keep structure measurements separate from claims about quality, model behavior, search rankings or AI citations.

Where judgment matters

This directory checked the llms.txt files directly, but it did not recursively validate their linked documentation or test how agents use them. Availability is a narrow observation, not an effectiveness result.

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