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About

MLS Scraper

Scrape MLS and collect publicly available data on rental listings and properties for sale. Extract real estate data such as: type of property, sale price, rental price, location, amenities, property size, property description, listing agent, and more.

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Generic scraping image

Use Bright Data’s Web Scraper IDE,
or purchase an MLS dataset

MLS Scraper use cases

  • Scrape MLS data and find new investment opportunities
  • Scrape real estate data and keep up to date with price trends
  • Scrape MLS data to find new listings in any city and state
  • Gain real estate data for market analytics

 

MLS Scraper Overview

  • Data scraping for beginners – easy to use
  • All-in-One platform integrates with our industry-leading proxy networks
  • Utilizes proprietary site unlocking technology
  • Infinitely scaleable – collect as much data as you need quickly and completely
  • Fully-compliant with industry best practices and privacy regulations (GDPR, CCPA)
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Output examples

Realestate

Realestate

Sample Input
url
https://example.com/realestate
Sample Output
                
                    {
    "address": {
        "streetAddress": "4 Hamahshev St., Netanya 4250714, Israel (POB 8025)",
        "city": "Netanya",
        "state": "Hasharon",
        "zipcode": "4250714",
        "neighborhood": "",
        "community": "",
        "subdivision": ""
    },
    "bedrooms": 4,
    "bathrooms": 2,
    "price": 999999,
    "currency": "USD",
    "yearBuilt": "2003",
    "longitude": "",
    "latitude": "",
    "description": "",
    "livingArea": "",
    "photos": []
}

Web Scraper IDE Features

Leave your scraping limitations behind with our hosted cloud solution
Pre-made web scraper templates

Adapt existing code to your needs. *Available for selected websites only.*

Interactive preview
Watch your code as you build it and debug errors in your code quickly
Built-in debug tools
Debug what happened in a past crawl to understand what needs fixing in the next version
Browser scripting in JavaScript

Handle your browser control and parsing codes with simple procedural JavaScript

Ready-made functions

Capture browser network calls, configure a proxy, extract data from lazy loading UI, and more!

Easy parser creation

Write your parsers in cheerio and run live previews to see what data it produced

Auto-scaling infrastructure

You don’t need to invest in the hardware or software to manage an enterprise-grade web scraper

Integration

Emulate a user in any geo-location with built-in fingerprinting, automated retries, CAPTCHA solving, and more.

Built-in debug tools

Trigger crawls on a schedule or by API, and connect our API to major storage platforms

How to close more deals with an MLS Scraper:

  • Extract new properties and foreclosures data listed in real-time by agents and sellers
  • Make price comparisons of properties with data collected in real-time
  • Collect data regarding neighborhoods, schools, hospitals, facilities, safety, and crime rates, and features of homes like size, floor, parking spaces, elevator, etc.
  • Keep track of pricing trends and amenities by desired locations
  • Calculate property value by collecting
  • Forecast sales, ROI, and predict future trends
  • Analyze negative and positive rental cycles of the market and monitor vacancy rates
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Everything you need from a web scraping solution

Web scraper IDE how it works

Want to learn more?

Talk to an expert to discuss your data collection needs and see our platform in action.

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