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yangchuansheng
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Zillow — Scraping & Data Extraction

Parse Zillow __NEXT_DATA__ scripts into structured listing records.

9|Updated Apr 23, 2026
Search Tags:#automation#pagination#data-extraction#web-scraping#listings#zillow#__NEXT_DATA__
One-click install
npx skills add https://github.com/yangchuansheng/browser-harness-rust --skill zillow-scraping-data-extraction
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Zillow — Scraping & Data Extraction
Source: https://github.com/yangchuansheng/browser-harness-rust/tree/main/domains/zillow
Command: npx skills add https://github.com/yangchuansheng/browser-harness-rust --skill zillow-scraping-data-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Zillow search pages embed listing data in a NEXT_DATA script; this skill provides a reliable way to extract that data into structured records for analysis and automation, while clearly noting when property detail pages are blocked and require browser context for full content.

Core Features & Use Cases

  • Extracts listing data from Zillow search results by parsing the embedded JSON-like data.
  • Supports pagination across multiple pages and handles variations such as rentals and sold listings.
  • Provides guidance and caveats for when details (homedetails) are blocked and suggests alternatives like Redfin data or browser sessions for full content.

Quick Start

Use the Zillow scraping workflow to fetch search results for a city and extract listing data from the NEXT_DATA script into structured records.

Frequently Asked Questions about Zillow — Scraping & Data Extraction

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract Zillow listing data into structured records?▼

Extract Zillow listing data by parsing the embedded __NEXT_DATA__ script in search result pages and structuring it into canonical records. This approach captures fields like zpid, address, price, beds, baths, and lat/long.

Can I scrape Zillow rentals and sold listings, or just for-sale properties?▼

Yes, Zillow scraping supports for-sale listings, rentals, and sold listings. It parses the embedded JSON data across these search variations and handles pagination to capture multiple pages of results.

Why does Zillow web scraping return a 403 block on property detail pages?▼

Zillow scraping encounters 403 blocks on homedetails pages because detail pages require a browser session for full content. Search result pages are accessible by fetching with full Chrome-like headers and parsing the embedded data.

How do I handle pagination when scraping Zillow search results?▼

Handle Zillow pagination by navigating across multiple search result pages. The extraction process parses the __NEXT_DATA__ script on each page to compile complete listing datasets without missing records.

Do I need browser sessions to extract data from Zillow homedetails pages?▼

Yes, extracting data from Zillow homedetails pages requires browser sessions to bypass 403 blocks. For search result pages, fetching with full Chrome-like headers is sufficient to parse the embedded listing data.

What specific fields can I extract from Zillow search listings?▼

Zillow data extraction captures structured listing fields including zpid, address, price, beds, baths, and latitude/longitude. These canonical records are parsed directly from the embedded __NEXT_DATA__ script.

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