> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/4.2-industry-use-cases/real-estate.md).

# Real estate

Real estate AI evaluation — listing Q\&A, valuation assist, document search.

## Top scenarios

* **Listing Q\&A** — buyer/renter questions about properties
* **Valuation assistance** — comparative market analysis
* **Document search** — disclosure and contract analysis

## Why Stratix

Faithfulness against listing data; rules for fair-housing compliance language.

## Industry pattern

→ [Real estate: automated property valuation pattern](/4.2-industry-use-cases/pattern-9.md)

[Scenarios](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/real-estate/scenarios.md) | [Eval patterns](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/real-estate/eval-patterns.md) | [Compliance](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/real-estate/compliance.md) | [Cookbook](https://github.com/LayerLens/gitbook-full/blob/main/04-use-cases/industry/real-estate/cookbook-and-samples.md)