Real Estate Listing Scraper

Aggregate real estate data from all major listing platforms. Build your own MLS database with automated daily extraction.

What's Included — Full Source Code:

• Python scraping engine with Playwright
• Multi-platform support (Zillow, Redfin, Realtor.com)
• Anti-bot bypass for each platform
• Geolocation-based search
• PostgreSQL storage with dedup

Core Features:

• Property data — address, price, beds, baths, sqft, lot size, year built, HOA
• Agent info — listing agent name, phone, brokerage, email
• Photos — all listing photo URLs in high resolution
• Price history — historical price changes and days on market
• Tax records — assessed value, tax amount, tax year
• Neighborhood data — walk score, school ratings, crime stats (where available)
• Multi-platform merge — deduplicate across Zillow + Redfin + Realtor

Search Modes:

• Zip code / city / county
• Polygon (custom map boundary)
• Price range, bed/bath filters
• Property type (single family, condo, multi-family, land)
• For sale, recently sold, for rent

Performance:

• 2,000+ listings per hour
• Daily scheduling for new listing alerts
• Incremental updates (only scrape changes)

Ideal for investors, wholesalers, agents, and real estate data companies.