CLUNKY AI
llms.txt validator // free

Free llms.txt checker

Validate a live llms.txt file or pasted content: format, plain-text serving, broken links and weak descriptions. No login.

We request the root file and check at most 20 listed links. Requests are bounded and rate-limited. The normalised domain and result are recorded for analytics and an internal usage notification; file contents are excluded.

No score theatre

Observable checks only

Results are separated into broken output, judgement calls and checks that passed. We do not invent an AI visibility score from a file most platforms do not currently request.

Deterministic checks

What makes a usable llms.txt

Served correctly

The file answers at /llms.txt as plain text, not an HTML error page or a redirect loop.

Well formed

One H1 name, a short summary, H2 sections and Markdown links with useful descriptions.

Links that work

A bounded sample of linked URLs is requested to catch broken or redirected pages.

FAQ

Questions people ask

More free checks:

What does the llms.txt checker test?

Whether the root file is reachable as plain text, whether its heading, summary and sections follow the format, whether URLs are valid and not duplicated, whether descriptions add context, and whether a bounded set of links resolves.

Can I check a file before publishing it?

Yes. Paste the content instead of a URL. Pasted checks run entirely in your browser.

Do I need an llms.txt file?

It is optional. Google says you do not need AI text files to appear in its AI features. If you publish one, it should at least be valid.