Glossary

Does llms.txt Work? An Evidence-Based Answer

llms.txt is a proposed file for telling AI about your website. As of 2026 it does almost nothing to get you named. Why, and what to do instead.

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About this guide

  1. Published July 3, 2026
  2. Updated September 24, 2026
  3. Read time 2 min read
  4. By Brad Roberts, founder

The short answer

As of 2026, llms.txt does almost nothing to get your business named by AI. Google has said it doesn't use the file, and there's no good evidence other AI engines act on it. Spend the time on what works instead: AI crawler access, clear answers on your normal pages and facts that match everywhere.

The short answer: as of 2026, llms.txt does almost nothing to change whether AI names your business.

The internet is full of advice telling owners to add files and tags for a quick AI win. Most of it doesn’t hold up, and this is a clear example. It’s part of a bigger idea, covered in AI search vs. AI answers: being found and read by AI is one half of the job, and a special file doesn’t do that half for you.

What is llms.txt supposed to be?

A proposed file you’d add to your website, a bit like robots.txt, meant to give AI models (the LLMs, large language models, behind tools like ChatGPT) a tidy summary of your site. The idea sounds reasonable: hand the AI a cheat sheet and get understood faster. The problem is that the AI systems it’s aimed at largely ignore it.

What does the evidence say?

Google says it doesn’t use it, and there’s no good evidence anyone else does.

It’s a well-meant idea the major engines haven’t adopted.

What gets you named by AI instead?

The unglamorous things, in order. Every hour spent on a file the engines ignore is an hour not spent on these.

  1. Crawler access. Make sure AI crawlers can read your site at all; here’s how AI crawlers work.
  2. Clear, direct content. Answer the questions buyers ask, in plain language, on your normal pages.
  3. Consistent facts. Name, services, area, hours and contact details that match everywhere.
  4. Real proof. Reviews, licenses and mentions across the web that show you’re a legitimate choice.

The fix: If you were about to write an llms.txt file, spend that time on your homepage instead: check that its first sentence names your trade and towns, and that your phone number is text you can highlight.

The bottom line

No magic file: just being easy for AI to find, understand and trust. AIFSO, our method, is built around exactly those things. To see where your real gaps are, run the free AI True Score Glimpse: it asks AI real buyer questions and shows whether it names you, who it names instead, and your first fix.

Keep reading: AI search vs. AI answers · AI crawlers explained

Frequently asked questions

Should I create an llms.txt file?

It's not worth prioritising. If you already have one, it does no harm to leave it, but building or maintaining one is time better spent on crawler access, clear content and proof.

Does ChatGPT or any other AI engine read llms.txt?

There's no reliable public evidence that any of them meaningfully act on it. What they rely on is being able to crawl your real pages, understand your content and find matching facts about you elsewhere on the web.

Will having an llms.txt file hurt me?

No. It's a plain text file, and the engines that ignore it simply ignore it. The only cost is the time you spend on it instead of on the things that work.

The full report

Get the AI True Score Full Report: $79, one time

It asks 10 buyer questions on ChatGPT, Gemini, Perplexity, Claude, Grok and Meta, shows every answer word for word and who AI names instead of you, checks 59 things on your site, and gives you a fix plan, in order.

Report link emailed right after checkout — confirm your details and it builds in about a minute.

One time, no subscription. Full refund within 14 days if your report finds fewer than 3 real fixes.

Questions first? Email answer@aitruescore.com or call (719) 426-2179. A person replies within one business day.

Find out what AI says about your business today.

One scan, in plain English: where you already show up, where your competitors do instead, and what it takes to change that.

Be the answer.