Structured Property Data at Scale

Extract Property Listings from Any Real Estate Portal

Scrape detailed property listings including addresses, prices, beds/baths, square footage, photos, agent info, and more. Build your own property database for analysis, lead generation, or proptech applications.

Start Extracting Listings How It Works
15M+
Listings extracted
60+
Portals supported
100%
Structured output
🏠 Extracted Listings · San Diego, CA
742 Ocean View Ave, La Jolla, CA 92037
$2,495,000
4 bd3.5 ba3,200 sqft
🌊 Ocean view🏊 Pool📐 0.35 acre
Listed by: Coastal Properties · MLS #23001234
1289 Park Blvd, San Diego, CA 92101
$899,000
2 bd2 ba1,450 sqft
🏙️ Downtown🚗 Garage🆕 New listing
Listed by: Urban Living Realty · MLS #23004567
⬇️ Extracting 8,421 listings this hour
Trusted by real estate professionals: ListingLab • PropStream • HomeScout • RealtyPulse
Comprehensive Data Fields
Everything You Can Extract from Property Listings
Clean, structured data ready for your database, CRM, or analytics platform.
📍

Property Details

Full address, city, state, ZIP, county, and geocoordinates (lat/long).

💰

Pricing Information

List price, price per sqft, tax assessed value, and rental estimates (Zestimate/Rent Zestimate).

📏

Physical Characteristics

Bedrooms, bathrooms, square footage, lot size, year built, property type, and stories.

🖼️

Media Assets

High-resolution photo URLs, virtual tour links, floor plan images, and video walkthrough links.

👥

Agent & Broker Data

Listing agent name, brokerage, phone, email (when available), and agent profile URL.

📊

Listing Status & History

Days on market, price change history, listing status (active/pending/sold), and open house dates.

Supported Sources
Extract Listings from Any Real Estate Platform
Major portals, MLS aggregators, broker sites, and rental platforms.
ZillowRealtor.comRedfin TruliaHomes.comMovoto Apartments.comZumperHotPads LoopNetCrexiLandWatch AirbnbVRBOBroker Websites

Custom portals? We build custom extractors for any property listing site.

Simple 4‑Step Process
Get Property Listings Data in Days
From requirement to structured data delivery — a streamlined workflow.
1

Define Scope

Specify portals, geographic areas, property types, and filters.

2

Map Data Schema

We design a custom schema matching your required fields.

3

Scrape & Clean

Our bots extract and validate data, handling anti‑bot measures.

4

Deliver & Refresh

Data delivered in your format with scheduled updates.

Applications
How Clients Use Property Listings Data
🏦

Real Estate Investors

Build lead lists of off-market or pre-foreclosure properties and analyze market comps.

🤖

PropTech & AI

Train valuation models, power recommendation engines, and enrich property databases.

📞

Lead Generation

Extract agent contact info and property details for targeted outreach campaigns.

📈

Market Analysis

Track inventory levels, price trends, and days on market across regions.

🏢

Brokerages & Teams

Monitor competitor listings, track new inventory, and identify pocket listings.

📱

App Developers

Populate property search apps, rental finders, and home valuation tools.

Why MyDataScraper
Superior to APIs and Manual Collection
Capability
MyDataScraper
API / Manual
Full listing details (all fields)
✓
– (limited)
Multi‑source aggregation
✓
–
Historical listing data
✓
–
Agent contact details
✓
– (often hidden)
No API rate limits
✓
–
Anti‑scraping bypass
✓
–
Dedicated data engineer
✓
–
Pricing
Flexible Plans for Property Data Extraction
Scale your data pipeline as your business grows.
Starter
$449/mo

For individual investors and small teams.

  • Up to 100K listings/month
  • Weekly data updates
  • CSV / JSON output
  • Email support
  • 1 portals maximum
Most Popular
Professional
$1,199/mo

For proptech companies and growing businesses.

  • Up to 1M listings/month
  • Daily/Hourly data updates
  • CSV, JSON, DB push
  • Priority support + Slack
  • Anti‑block included
  • 5 portals maximum
Enterprise
Custom

For large-scale data operations and custom SLAs.

  • Unlimited listings
  • Unlimited scrapers
  • Real‑time delivery
  • Full ETL pipeline
  • Dedicated engineer
  • 99.9% uptime SLA
  • Custom data retention

All plans include onboarding and schema design. Need a custom volume? Talk to sales.

FAQ
Frequently Asked Questions
What property listing fields can you extract? +
We extract address, price, beds, baths, sqft, lot size, year built, property type, photos, description, agent info, MLS number, days on market, price history, and more. We can customize fields based on your needs.
Is scraping property listings legal? +
We only extract publicly accessible listing data without breaching authentication or bypassing paywalls. Our practices comply with applicable laws and we advise clients on responsible data usage.
Can you extract sold/off-market data? +
We can extract publicly available sold listing data that appears on portals like Zillow and Redfin. For comprehensive off-market and pre-foreclosure data, we can integrate with additional data partners.
How often can the data be refreshed? +
We offer daily, hourly, or real‑time updates (as frequent as every 15 minutes) depending on your subscription plan and source capabilities.
What output formats are available? +
CSV, JSON, Excel, or direct database push (PostgreSQL, MySQL, BigQuery, Snowflake). We also provide REST API and webhook delivery.
Do you offer a free sample? +
Yes. For qualifying projects, we provide a free sample extraction of 500 property listings from your target market and portals.
Client Success
Property Data Powering Businesses
★★★★★

"MyDataScraper extracts 250,000+ property listings monthly for our investment platform. The data is consistently clean and has reduced our manual research time by 90%."

Michael T. · VP of Data, EquityMultiple
★★★★★

"Their property listing scraper powers our entire lead generation engine. We get fresh listing data daily from 12 portals across 30 metro areas."

Jennifer R. · Founder, LeadProp

Ready to Build Your Property Database?

Get a free sample extraction of 500 property listings from your target markets.

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.