Building a Universal Property Listing Scraper with Python and JSON-LD

Building a Universal Property Listing Scraper with Python and JSON-LD

Ever wanted to extract structured data from real estate listings across multiple sites without writing custom parsers for each one? I built a Property Listing Scraper that works with any property website — from Zillow to Rightmove to Imobiliare — using a combination of JSON-LD, OpenGraph metadata, and smart HTML pattern matching.

The Problem

Every real estate site structures its data differently. Zillow uses one schema, Rightmove uses another, and smaller sites like Imobiliare.ro have their own format entirely. Building separate scrapers for each is a maintenance nightmare.

The Solution: Multi-Layer Extraction