llms.txt validator

llms.txt Checker

Check if your website has a valid llms.txt file. See exactly how AI agents like ChatGPT, Claude, and Perplexity discover your content.

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llms.txt Status
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What is llms.txt?

llms.txt is the robots.txt for AI agents. While robots.txt tells search engine crawlers what to index, llms.txt tells AI language models what your website is about, what content matters, and where to find it.

Placed at your site's root (yoursite.com/llms.txt), it uses simple Markdown formatting to describe your product, link to key pages, and provide context that helps AI assistants accurately recommend your site to users.

The standard was proposed by Jeremy Howard and is being adopted across the industry. Major companies including Sentry, Vercel, Supabase, Linear, and GitHub have already implemented it.

llms.txt adoption by industry

We scanned 61 major websites across 7 industries. Here's the current state of adoption:

38%
Overall adoption
83%
Dev tools
0%
Travel & consumer
IndustryAdoption Rate
Developer tools83%
E-commerce / SaaS platforms50%
Education40%
Media / publishing38%
Fintech33%
Healthcare20%
Travel / consumer0%

Adoption follows developer proximity — companies with engineering-heavy teams adopt first. If you're in a non-dev-tool industry, adding llms.txt puts you ahead of 60-100% of your competitors.

How to create an llms.txt file

1
Create the file. Add a plain text file named llms.txt to your website's root directory (next to robots.txt).
2
Add a title. First line: # Your Product Name — a clear, one-line description of what your site does.
3
Describe your product. A short paragraph (2-3 sentences) explaining what your product is and who it's for.
4
Link key pages. Use ## URLs sections to list your most important pages — pricing, docs, features, blog.
5
Optionally create llms-full.txt. A detailed version with full content that AI agents can ingest for deeper understanding.

Example llms.txt

# Acme Analytics > Real-time web analytics for developers. > Privacy-first, no cookies, open source. ## Docs - [Getting Started](https://acme.dev/docs/start): Installation and setup guide - [API Reference](https://acme.dev/docs/api): Full REST API documentation ## Features - [Real-time Dashboard](https://acme.dev/features/dashboard): Live visitor tracking - [Funnels](https://acme.dev/features/funnels): Conversion funnel analysis ## Optional - [Blog](https://acme.dev/blog): Product updates and tutorials - [Changelog](https://acme.dev/changelog): Version history

llms.txt alone isn't enough

Our scan of 36 Y Combinator S25 companies found that 53% already have llms.txt — higher than the industry average. But their average AEO score was still just 44/110.

That's because llms.txt is one signal out of seven that AI agents use to discover and understand your site. Without structured data (JSON-LD), proper robots.txt directives for AI bots, semantic HTML, and markdown-for-agents support, your llms.txt sits there unread.

Our full AEO Checker tests all seven dimensions — giving you a complete picture of your AI visibility, not just one file.

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