---
title: ToolRouter — Use Case
description: Step-by-step guide for a real-world ToolRouter use case with agent-specific instructions.
url: https://toolrouter.com/tools/web-scraper/use-cases/gather-real-estate-data
---
# Gather Real Estate Listing Data

Real estate data drives investment decisions, market analysis, and property valuations. Listing sites contain a wealth of information — asking prices, property specs, neighborhood data, price history, and days on market — but accessing this data programmatically is essential for any serious analysis beyond browsing individual listings.

ToolRouter's scrape_page and extract_data skills fetch real estate listing pages and extract structured property data including price, bedrooms, bathrooms, square footage, lot size, year built, and listing description. This structured data enables quantitative analysis that would be impossible with manual browsing — price per square foot comparisons, neighborhood trend analysis, and investment opportunity scoring.

Real estate investors use this data to identify undervalued properties. Agents use it for comparative market analysis. Researchers track housing market trends. Property technology startups build their databases from public listing data. The key is turning unstructured listing pages into clean, analyzable datasets.

**Tool:** [Web Scraper](https://toolrouter.com/tools/web-scraper)
**Skills:** scrape_page, extract_data

## Agent Guides

- [How to Gather Real Estate Data with Claude](https://toolrouter.com/tools/web-scraper/use-cases/gather-real-estate-data/claude): Guide for Claude
- [How to Gather Real Estate Data with ChatGPT](https://toolrouter.com/tools/web-scraper/use-cases/gather-real-estate-data/chatgpt): Guide for ChatGPT
- [How to Gather Real Estate Data with Copilot](https://toolrouter.com/tools/web-scraper/use-cases/gather-real-estate-data/copilot): Guide for Copilot
- [How to Gather Real Estate Data with OpenClaw](https://toolrouter.com/tools/web-scraper/use-cases/gather-real-estate-data/openclaw): Guide for OpenClaw
