llms.txt

What is llms.txt and should a dealership website have one?

A plain-text file at the root of a site that points language models at its most useful pages, in the spirit of robots.txt but for retrieval rather than crawling. It is a convention, not a standard, and no system is obliged to read it. It costs almost nothing to publish and it does not substitute for the pages themselves being clear and current.

Direct answerSeptember 1, 2026 reviewedNeutral evaluation
01

What it is for

It offers a curated map — the pages that best represent the site — rather than leaving a system to infer structure from navigation. For a large reference site that is genuinely useful; for a five-page brochure site it changes little.

02

It is not a ranking mechanism

Publishing the file does not cause a model to prefer the site. Treat it as making existing quality easier to find, not as an optimisation in itself.

03

Keep it accurate

A file listing URLs that have moved or no longer exist is worse than none. If the site's origin changes, the file has to change with it — a static file cannot read the site's configuration on its own.

04

The page still has to be good

No file compensates for content that does not resolve an entity, state a scope or carry a date.

Decision checklist

What to verify

Open procurement templates →

Publish a curated map of the pages that best represent the site

Do not expect it to influence ranking on its own

Regenerate it whenever the site origin or URLs change

Fix the underlying pages first

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