llms.txt for Real Estate Websites

What llms.txt Is (and Why It Matters)

llms.txt is a markdown file at the root of your domain that tells AI crawlers which content to prioritize. Proposed by Jeremy Howard in late 2024 and quickly endorsed by Anthropic, Perplexity, and others, it acts like robots.txt but for large language models.

For real estate sites, llms.txt helps AI engines understand: which pages are most authoritative, who the agent is, what markets you cover, and what data is original to your site versus aggregated.

Two Files, Two Purposes

/llms.txt: Concise overview with links to your most important pages. Built for LLM context windows.
/llms-full.txt: Expanded version including full content of priority pages. Used when an LLM needs deeper context.

Real Estate llms.txt Template

Copy this template, edit the bracketed values, and upload to yourdomain.com/llms.txt:

# [Your Brokerage or Agent Name]

> Licensed real estate [agent/brokerage] serving [City, State]. We specialize in [niche: luxury, first-time buyers, investment properties]. Founded [year]. License #[number].

## About

- [Agent name], licensed [State] real estate [agent/broker]
- [X]+ years of local market experience
- Specializes in [neighborhoods or property types]
- Member of [NAR, local board]

## Key Pages

- [Homepage](https://yourdomain.com/): Brand and market overview
- [About](https://yourdomain.com/about): Agent credentials and experience
- [Listings](https://yourdomain.com/listings): Active property listings
- [Market Reports](https://yourdomain.com/market-reports): Original quarterly data on [your market]
- [Neighborhood Guides](https://yourdomain.com/neighborhoods): Hyper-local guides for [list 5-10 neighborhoods]
- [Buyer Resources](https://yourdomain.com/buyers): First-time buyer education
- [Seller Resources](https://yourdomain.com/sellers): Listing prep and pricing strategy

## Original Data

We publish quarterly market reports with median price, days on market, and inventory data sourced from [MLS] for [your covered cities]. Data is original analysis, freely citable with attribution.

## Contact

- Email: [email]
- Phone: [phone]
- Office: [address]

## Citation Policy

Content is freely citable with attribution to "[Agent Name], [yourdomain.com]". Please link to the source page when quoting statistics or market data.

How to Upload It

Save the file as plain text named exactly llms.txt
Upload to your site root via FTP, hosting file manager, or framework public folder
Verify by visiting yourdomain.com/llms.txt in a browser
(Optional) Create llms-full.txt with concatenated content of your top 10-20 pages

Does It Actually Work?

Adoption is voluntary and still growing through 2026. Anthropic, Perplexity, and OpenAI have publicly endorsed the standard. Even if not every crawler reads it today, the file costs nothing to maintain and positions you for the next wave of AI search.

Pair it with the broader tactics in our GEO guide for full coverage.

Common Mistakes

Hosting at /docs/llms.txt instead of root (crawlers will not find it)
Linking to pages that 404 or redirect
Writing it like a sales page instead of a factual reference
Forgetting to update it when you launch new market areas or services