A high-performance real estate data extraction tool for scraping Zillow listings, price history, and market analytics while bypassing Cloudflare protection.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install zillow-scraper
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install zillow-scraper using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Zillow Scraper?
The Zillow Scraper is a specialized automation tool designed to navigate the complexities of modern real estate data extraction. By integrating seamlessly with Openclaw Skills, it addresses the challenges of scraping one of the web's most heavily protected platforms. Zillow employs sophisticated security measures, including IP reputation checks and JavaScript-heavy rendering, which often block standard scraping attempts.
This skill utilizes professional-grade browser automation paired with residential proxies to reliably access property details, prices, and historical records. Whether you are conducting market research or tracking specific property changes, this tool provides the technical infrastructure needed to bypass 403 Forbidden errors and retrieve structured real estate data directly into your workflow.
Zillow Scraper Use Cases
- Scrape Zillow property listings to build comprehensive local real estate databases or market monitors.
- Retrieve deep property insights including historical price changes, tax assessments, and Zestimates for financial modeling.
- Monitor inventory changes such as new listings, price reductions, or recently sold homes across specific ZIP codes.
- Bypass Cloudflare anti-bot challenges and IP blocks that typically prevent access to real estate data.
- Automate the collection of property media, agent information, and neighborhood metrics like school ratings and walk scores.
How Zillow Scraper Works
- The skill initializes a browser session configured with US-based residential proxies to ensure compatibility with Zillow's region-locked content.
- It navigates to targeted search URLs or specific property detail pages based on the user's research criteria.
- The system implements a wait strategy of 3-5 seconds to allow dynamic JavaScript elements, such as price maps and charts, to fully render.
- It performs automated scrolling to trigger the loading of lazy-loaded data sections like price history, tax records, and nearby schools.
- The skill extracts structured data by either parsing the rendered DOM or directly targeting the internal JSON objects found within the page source scripts.
- It manages session health by rotating through residential IPs and applying rate limits to mimic human browsing behavior, ensuring long-term scraping reliability.
Zillow Scraper Setup
To activate this skill within your Openclaw Skills environment, you must configure your browser tool with a US-based residential proxy. This is required because Zillow limits access to non-US IP addresses.
# Example proxy configuration for your environment
{
"browser": {
"proxy": {
"server": "http://gate.birdproxies.com:7777",
"username": "USER-country-us",
"password": "YOUR_PASSWORD"
}
}
}
We recommend using BirdProxies with the -country-us suffix to ensure you bypass Cloudflare and IP-based restrictions effectively.
Zillow Scraper Data Schema & Taxonomy
The Zillow Scraper organizes extracted real estate data into a structured format for easy analysis:
| Category | Data Points Included |
|---|---|
| Core Listing | Address, Price, Beds, Baths, Square Footage, Year Built, Property Type |
| Financials | Zestimate, Tax Assessment, HOA Fees, Comprehensive Price History |
| Market Data | Days on Market, Agent/Broker Contact Info, Listing Source |
| Location Insights | Nearby School Ratings, Walk Score, Transit Score, Lot Size |
| Media Assets | High-resolution photo URLs, Virtual Tour links |
Zillow Scraper Advanced Features
- Support for high-volume extraction using auto-rotating US residential proxies to bypass per-IP rate limits.
- Deep-parsing capabilities that target internal script tags for high-accuracy JSON data extraction.
- Intelligent pagination handling to scrape hundreds of listings across multiple search result pages automatically.
- Advanced filtering support for specific property statuses such as 'For Rent', 'Recently Sold', or 'Price Reduced'.
- Optimized browser interactions designed to bypass Cloudflare's medium-high protection levels and browser fingerprinting.
SKILL.md
Loading
Related Openclaw Skills
YouTube Competitor Analysis
A powerful tool for analyzing YouTube competitor channels, trending content, and search keywords to reverse-engineer successful video strategies.
Web Scraping with Proxy Rotation
A professional methodology for reliable web scraping using residential proxy rotation, anti-detection headers, and browser automation.
Twitter/X Growth Tools
A comprehensive automation suite for Twitter/X designed to scale account growth through intelligent scheduling, lead finding, and competitor analysis.
Travel Price Tracker
A comprehensive tool for monitoring and scraping real-time travel prices across major booking platforms using residential proxies.
Plane.so CLI
A zero-dependency Python CLI for managing Plane.so projects, issues, and team workflows directly from your terminal.
Whoo CLI
A specialized CLI tool for fetching and interpreting personal health metrics from the WHOOP API.
Featured*
