REAL ESTATE

Property Listing Aggregation

Build comprehensive property databases by collecting listings from multiple real estate platforms. Get pricing, details, images, and more.

Real Estate Data Is Fragmented

Property listings are scattered across dozens of platforms - MLS feeds, real estate portals, broker websites, and classified sites. Building a comprehensive view requires aggregating from all sources.

Each platform has different data formats, access restrictions, and update frequencies. Manual collection is impossible at scale.

WebScraping.AI Solution

  • Multi-Platform Coverage: Collect listings from any real estate website
  • Complete Data: Extract price, specs, photos, descriptions, and agent info
  • JavaScript Rendering: Handle modern real estate sites with dynamic loading
  • Structured Output: Get uniform JSON regardless of source platform

Property Data Extraction

Capture every detail from property listings

Pricing Data

List price, price history, price per sqft, and estimated values.

Property Details

Beds, baths, sqft, lot size, year built, and amenities.

Photos & Tours

All listing photos, virtual tour links, and floor plans.

Agent Info

Listing agent, brokerage, and contact information.

How It Works

Aggregate property listings in three steps

1

Define Sources

Identify the real estate platforms and listing pages you want to collect from.

2

Extract Data

Our AI extracts all property details, photos, and agent info from each listing.

3

Build Database

Store structured listing data in your property database or application.

Code Examples

Extract property listing data from any real estate site

const axios = require('axios');

const API_KEY = 'your_api_key';
const listingUrl = 'https://example-realestate.com/listing/123-main-st';

// Extract comprehensive property data
const response = await axios.get('https://api.webscraping.ai/ai/fields', {
  params: {
    api_key: API_KEY,
    url: listingUrl,
    fields: JSON.stringify({
      address: 'Full property address',
      price: 'Listing price as a number',
      bedrooms: 'Number of bedrooms',
      bathrooms: 'Number of bathrooms',
      sqft: 'Square footage',
      lot_size: 'Lot size',
      year_built: 'Year the property was built',
      property_type: 'Type of property (house, condo, etc)',
      description: 'Property description',
      photos: 'Array of all photo URLs',
      agent_name: 'Listing agent name',
      agent_phone: 'Agent phone number',
      days_on_market: 'Days the listing has been active'
    })
  }
});

console.log(response.data);
// {
//   "address": "123 Main Street, Austin, TX 78701",
//   "price": 549000,
//   "bedrooms": 3,
//   "bathrooms": 2,
//   "sqft": 1850,
//   "lot_size": "0.25 acres",
//   "year_built": 2018,
//   "property_type": "Single Family Home",
//   "description": "Beautiful modern home...",
//   "photos": ["https://...", "https://...", ...],
//   "agent_name": "Jane Smith",
//   "agent_phone": "(512) 555-0123",
//   "days_on_market": 14
// }
curl -G "https://api.webscraping.ai/ai/fields" \
  --data-urlencode "api_key=your_api_key" \
  --data-urlencode "url=https://example-realestate.com/listing/123-main-st" \
  --data-urlencode 'fields={"address":"Full address","price":"Listing price","bedrooms":"Bedrooms","bathrooms":"Bathrooms","sqft":"Square footage","property_type":"Property type","photos":"All photo URLs"}'

Benefits for Real Estate

Comprehensive Coverage: Aggregate listings from all major platforms in one database.
Always Current: Schedule regular scrapes to keep listings fresh.
Rich Media: Collect all photos and virtual tour links.
Market Analysis: Build datasets for pricing analysis and market trends.
Lead Generation: Capture agent and seller contact information.

Use Cases

Property Search Portals

Build comprehensive listing sites with data from multiple sources

Investment Analysis

Analyze property values and market trends

PropTech Applications

Power real estate apps with comprehensive listing data

Market Research

Track inventory levels, pricing trends, and market dynamics

Related Use Cases

More real estate solutions

Start Aggregating Property Data

Get started with 1,000 free API credits. No credit card required.

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