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Rule · AI search

/llms.txt links to URLs that fail

geo/llms-txt-broken-linkswarnvoid geoupdated

Why it matters

Agents follow llms.txt links directly; 404s waste their context and tool calls.

How to fix it

Generate llms.txt from the same content source as your routes, and point links at .md mirrors that exist.

References

void geo reports 41 rules in this category. Generative-engine optimisation: whether AI crawlers that don't run JavaScript see the same content, valid and visible JSON-LD, an explicit AI robots policy, llms.txt, Markdown mirrors and answer-first writing.