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What is LLMs.txt and Why Your Business Needs One

LLMs.txt is an emerging Markdown proposal for giving AI systems a concise site guide. Here's what it is and how local businesses can use it.

Amadeus Peterson, CTO & Co-Founder, Cheers5 min readDecember 1, 2025Updated May 6, 2026
yourbusiness.com/llms.txt

# Business

Name: Smith Plumbing

Type: Plumbing Services

Founded: 2005

# Services

- Emergency repairs (24/7)

- Water heater installation

- Drain cleaning

# Service Area

Austin, TX (30 mile radius)

# Reputation

Google: 4.8 (342 reviews)

Yelp: 4.5 (128 reviews)

# Description

Family-owned plumbing since

2005. Known for reliable

emergency service.

What AI Sees

A briefing document about you

Clear, authoritative summary
Structured, machine-readable
Your preferred descriptions
Current contact & service info
Signals intentional AI presence

Think of it as: robots.txt told search engines how to crawl. llms.txt tells AI how to understand and describe your business.

You probably know about robots.txt, the file that tells crawlers which URLs they may fetch. LLMs.txt is different: it is an emerging Markdown proposal for giving AI tools and agents a concise guide to the most important information on your site.

As AI systems increasingly pull information from websites to answer questions, the practical problem is context. A site may have dozens of pages, navigation, scripts, forms, and marketing copy. LLMs.txt gives you a short, curated summary and links to the pages that matter most.

Solar panels under a bright sky

What it does

An LLMs.txt file sits at the root of your website (yourbusiness.com/llms.txt) and provides structured information in plain Markdown. It can tell language models and AI agents:

  • What your business is and does
  • How you want to be described
  • What information is accurate and current
  • What topics you're an authority on
  • Contact information and service areas

Pro Tip

Think of LLMs.txt as a briefing document for AI. Instead of letting language models piece together information from your various web pages, you give them a clear, authoritative summary.

Why this matters for GEO

AI systems like ChatGPT and Claude are constantly improving how they gather and verify information. They are looking for authoritative sources, and a concise source map can help when a model or agent is able to fetch it. LLMs.txt does not replace crawlable pages, structured data, or third-party proof. It gives those systems a cleaner starting point.

"If an AI is deciding how to describe your business in a recommendation, you want it pulling from information you've explicitly provided rather than inferring from scattered website content."

What goes in an LLMs.txt file

The format is still evolving, but typical contents include:

Business identity. Your official name, what you do, your primary category.

Service information. What services you offer, what service areas you cover, what makes you different.

Reputation summary. Your aggregate ratings, review counts, notable achievements.

Contact information. Phone, email, address, hours.

Preferred descriptions. How you want AI to describe your business when recommending it.

Update frequency. How often this information changes, so AI systems know when to refresh.

Example structure

```

Family-owned plumbing company serving Austin, Texas with emergency repairs, water heater service, drain cleaning, and remodel plumbing.

Canonical facts:

  • Official name: Smith Plumbing
  • Category: Plumbing services
  • Founded: 2005
  • Service area: Austin, TX and surrounding areas within 30 miles
  • Phone: 512-555-0123
  • Website: https://smithplumbing.com

Core Pages

  • Homepage: Services, service area, reviews, and booking.
  • Emergency Plumbing: 24/7 emergency service details.
  • Water Heaters: Installation and repair details.

Services

  • Emergency plumbing repairs (24/7)
  • Water heater installation and repair
  • Drain cleaning
  • Bathroom and kitchen remodeling

Optional

  • Privacy Policy: Privacy details.

```

Adoption status

LLMs.txt is a newer proposal and not universally supported. Some AI tools, agents, documentation systems, and directories know how to use it; many ranking and retrieval systems have not publicly committed to it.

Important

Treat LLMs.txt as a low-effort context layer, not a magic traffic lever. The fundamentals still matter more: crawlable pages, accurate schema, consistent citations, strong reviews, and third-party proof.

Even if not every AI reads it today, the file serves as a useful canonical reference for your business information. That alone makes it worth maintaining for many local businesses.

Further Reading

Amadeus Peterson is the CTO of Cheers, the GEO platform for local service businesses.

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Frequently Asked Questions

LLMs.txt is an emerging Markdown convention for publishing a concise AI-readable guide at your website root (yourbusiness.com/llms.txt). It can summarize your business identity, services, service area, and preferred source pages.

Instead of forcing AI tools and agents to piece together information from navigation-heavy pages, llms.txt gives them a clear summary and links to your most useful sources. It is not a ranking guarantee, but it can reduce ambiguity when a system reads it.

Include business identity (name, category), service information (what you offer, service areas), reputation summary (ratings, review counts), contact information, preferred descriptions (how you want AI to describe you), and update frequency.

No. LLMs.txt is still an emerging proposal, not a universally supported web standard. It is best treated as a low-effort, helpful context file that complements robots.txt, sitemap.xml, structured data, and strong visible page content.

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