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DocsDiscoverabilityllms.txt

llms.txt

A hand-written index of a site's most useful pages, written for language models.

adoption Early productiontrend ► flatchecked on every pagestatus watchedverified 2026-07-28

Why an agent cares

The idea is sound: point an agent at the pages that matter instead of making it crawl everything. Nothing consumes it, so publishing one currently changes nothing an agent does.

Why we do not score it

We will score it when a major AI vendor states that a production surface reads llms.txt. Until then the files are written and never fetched, and scoring them would reward work that has no effect.

Adoption

Early production. Several independent organisations run it in production, though it is still niche on the open web. For this one in particular, widely published, and almost never fetched by an AI crawler.

Direction of travel: ► flat, as at .

Files are up 8.8x year on year to roughly 36,000 in a 300,000-domain sample, but Ahrefs found 97% of 137,000 files never receive an AI-bot request, and Google has said it does not and will not support it.

AdopterDepthEvidence
Mintlify (auto-generates for all hosted docs)default-onmintlify.com
Cursor, Windsurf (docs-lookup consumers)productionorganikpi.com

Specifications

DocumentRevisionKind
llms.txt proposallivingspecification

Last re-read against the published documents: .

Further reading