REAL ESTATE DATA SOLUTIONS

Real Estate Data Scraping for Property & Market Data

Real Estate Data Scraping helps you extract structured property listings, prices, rental data, agent details, availability, and market information from real estate portals and MLS platforms across the USA, UK, UAE, Australia, Canada, and India. Get the data as a scraper, dataset, or live API to fit your workflow.

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live_extract.jsonupdated 4s ago
property_idRE-10432
list_price$428,000
bedrooms3 bd
sqft1,840
statusactive
WHAT IT DOES

Real Estate Data Scraping Built for Every Property Data Need

Our Real Estate Data Scraping solutions collect structured data from property listings, real estate portals, MLS feeds, and brokerage websites. Track property prices, availability, rental trends, listings, and market insights without building or maintaining your own data extraction infrastructure.

DATA FIELDS

What comes back in every record

Property Address
Listing Price
Property Type
Bedrooms & Bathrooms
Square Footage
Lot Size
Year Built
Listing Status
Days on Market
Price History
HOA Fees
Property Taxes
Agent & Brokerage
Listing Photos
Amenities
School District
Rental Estimate
Sale Date
Zoning Details
Geo-Coordinates
CAPABILITIES

Key features of our real estate data services

01

Comprehensive extraction

Listing details, pricing history, agent info, and property specs from portals and MLS sources.

02

Real-time updates

Track new listings, price changes, and status updates as they happen, across markets.

03

Scalability

Process millions of property records reliably, even across large multi-market portfolios.

04

Customizable queries

Target the exact fields you need — pricing, inventory, agents, or neighborhood trends.

05

Data normalization

Standardize formats across platforms so records integrate cleanly with your analytics stack.

06

High accuracy & reliability

AI-validated extraction with built-in error handling as website structures change.

USE CASES

Where teams put real estate data to work

VALUATION

Automated Property Valuation

  • Feed comparable sales into AVM pricing models
  • React to local market shifts instantly
TRENDS

Market Trend Analysis

  • Identify the fastest-moving neighborhoods and property types
  • Track shifting buyer demand by season and region
BENCHMARKING

Competitor Benchmarking

  • Benchmark pricing and inventory against other brokerages
  • Spot gaps in listings and marketing coverage
LEAD GEN

Lead Generation & Outreach

  • Surface new and expired listings for agent outreach
  • Build targeted owner and investor contact lists
INVESTMENT

Investment Opportunity Screening

  • Evaluate rental yield and price-to-rent across markets
  • Assess undervalued properties before they list widely
FORECASTING

Market Forecasting

  • Predict price movement from historical listing data
  • Plan acquisitions and inventory around forecasts
DATASET

Skip the pipeline — start from a ready-made dataset

For teams that need history and breadth rather than a live feed, our pre-built real estate datasets cover listings, sales, and agent data across regions and platforms — delivered on a schedule you set, no scraping or integration required.

FORMAT

CSV, JSON & Excel

Bulk exports land in the format your warehouse already ingests, no conversion step required.

DELIVERY

Scheduled or one-off

Daily, weekly, or monthly refreshes, plus one-time historical pulls for trend analysis.

COVERAGE

Region & platform packs

Buy a slice — a city, a metro, a listing portal — instead of building your own collection.

Browse Real Estate Datasets
API

A single endpoint, structured JSON back

Send a property or listing search query; get a normalized real estate record back. Built for valuation models, market analysis, and competitor monitoring at any request volume.

POST /v1/realestate/extract { "url": "https://listingsite.com/property/10432", "fields": ["price","bedrooms","status"], "country": "US" } 200 OK { "address": "142 Maple Street, Austin, TX", "list_price": 428000.00, "currency": "USD", "bedrooms": 3 }
  • REST endpoints with predictable, versioned responses
  • Listing-specific and MLS-specific parsers
  • Built-in retry, proxy rotation, and CAPTCHA handling
  • Field-level selection to keep payloads lean
  • Works alongside your existing CRM and valuation systems
    • See the API
SCRAPER

Prefer to run it yourself? Use our scrapers directly

Pre-built, platform-specific scrapers ready to run on-demand or on a schedule, without writing extraction logic from scratch.

Zillow Scraper Realtor.com Scraper Redfin Scraper Rightmove Scraper Zoopla Scraper MagicBricks Scraper 99acres Scraper Trulia Scraper
Browse All Scrapers

Extract country-wise real-estate data

IN

India

WHY IT MATTERS

What structured real estate data changes for your team

Sharper valuation models

Feed accurate, current comparables into pricing and AVM engines.

Improved market research

Understand buyer behavior, regional demand, and seasonal listing trends.

Optimized inventory tracking

Monitor new listings, price changes, and status shifts as they happen.

Stronger lead pipelines

Surface new, expired, and price-reduced listings for timely outreach.

Smarter investment screening

Compare yield, price-to-rent, and appreciation across markets fast.

Improved decision-making

Replace gut calls with exportable numbers your whole team can act on.

1500+Successful projects
5+Years of experience
100+In-house engineers
250.8M+Pages crawled weekly
WHY REAL DATA API

Built for teams who depend on this data daily

Efficiency

Automate the process of data collection, saving you time and resources.

Accuracy

Reliable, structured data that's easy to use for analysis or integration.

Scalability

Handle large volumes of listing and property data as your business grows.

Cost-effective & global

High-quality data at affordable plans, with support for international coverage.

Questions, answered

Is this data collection legal?

We extract only publicly accessible data and follow site terms and applicable privacy regulations. We don't access restricted systems or private networks.

Which option should I choose — scraper, dataset, or API?

Choose a scraper if you want to run extraction yourself, a dataset if you need a ready-made snapshot without integration work, or the API if you need continuous, live data in your own systems.

How current is the data?

The API returns live data on request. Datasets and scrapers refresh on the schedule you choose — daily, weekly, or monthly.

Can I get data from a platform that isn't listed?

Yes. Our team builds custom scrapers, datasets, and API integrations for platforms outside our existing catalog on request.

Contact Us

We are eagerly waiting to hear you.

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Email Us

Drop us an email at sales@realdataapi.com and you'll receive a reply within 24 hours!

Give us a Call

Want to talk? Our support staff on +91 8866656657 is at your service 24x7 support worldwide.

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Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

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