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Discoverability

What Is llms.txt

llms.txt is a proposed standard that gives agents a clean, structured document instead of raw HTML, serving as a front door for agentic browsing.

Agents are already visiting your site, and most leave empty-handed. They cannot execute JavaScript, struggle with complex navigation, and waste tokens parsing HTML boilerplate. llms.txt fixes this by placing a clean, structured document at your site root that contains exactly what they need.

Why It Exists

When an agent visits a typical website, it downloads kilobytes of HTML, strips out nav bars, footers, and script tags, then guesses which text actually matters. That process is slow, token-expensive, and error-prone. In 2024, Jeremy Howard and fast.ai proposed a purpose-built alternative[1]: a Markdown-formatted plain text file at /llms.txt that hands agents the information directly.

The simplest way to think about it is robots.txt in reverse. Where robots.txt restricts access, llms.txt actively provides content.

How It Works

An agent makes a GET request to yourdomain.com/llms.txt. The file comes back as plain text, with no JavaScript rendering, HTML parsing, or cookie banners to navigate. A companion file, /llms-full.txt, can optionally contain the full text of your most important pages for agents that want deeper context without crawling.

What to Include

The best llms.txt files are concise and factual. Focus on:

  • A company overview covering what you do and who you serve
  • Product and service summaries an agent can quote directly
  • Links to key pages with one-line descriptions
  • Contact or support information

Skip marketing fluff. Agents do not respond to adjectives.

Current Adoption

Anthropic[2], Perplexity[3], Cloudflare[4], and hundreds of other sites now serve llms.txt files. The standard is not yet an IETF RFC, but adoption is growing fast enough that waiting means falling behind competitors who already have one.

How Scanner Helps

Scanner checks for the presence of /llms.txt as part of its Discoverability audit. If you do not have one, it flags the gap and tells you exactly what to add.

Sources

  1. 1.llmstxt.org
  2. 2.Anthropic llms.txt
  3. 3.Perplexity llms.txt
  4. 4.Cloudflare llms.txt

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System Status

llms.txt File Format

llms.txtacme.com/.well-known/llms.txt
# Acme Corp
 
> Acme Corp builds enterprise cloud
> infrastructure for Fortune 500 companies.
 
## Links
 
- [Documentation](https://acme.com/docs)
- [API Reference](https://acme.com/api)
- [Pricing](https://acme.com/pricing)
- [Blog](https://acme.com/blog)
 
## Products
 
- Acme Cloud: Enterprise cloud hosting
- Acme Migrate: Zero-downtime migration
- Acme Shield: Security & compliance
 
## Optional
 
- Founded: 2019
- Headquarters: San Francisco, CA
- Customers: 2,400+ enterprises
Sections
Header

Company name and brief description. This is what agents read first.

Links

Key pages the agent should know about. Direct navigation targets.

Products

Product catalog summary. Agents use this to recommend products.

Context

Supplemental info. Helps agents answer factual questions accurately.

Hover over sections to highlight. The llms.txt file gives AI agents a concise, structured overview of your business.