How to Use Real Estate Web Scraping to Gain Valuable Insights
Real estate web scraping: a powerful tool for data collection and analysis. Learn how to choose the right data collection method and benefit from real estate web scraping
MLS.com is one of the most recognised real estate platforms in the U.S., connecting millions of buyers, sellers, and agents through listings from 900+ local MLS databases. Covering every state, the site provides access to residential and commercial properties, new developments, foreclosures, and investment opportunities nationwide. With our MLS scraper, you gain structured insights from one of the most trusted sources in the U.S. housing market.
Our MLS web scraper delivers exactly the data your business needs — without complex tools or integrations. We extract and prepare structured datasets tailored to your goals, whether it’s tracking property prices, monitoring market activity, analysing investment trends, or comparing regions. You choose the export format — CSV, Excel, or JSON — and we handle the entire process, giving you clean, ready‑to‑use data from verified product pages across the platform.
Using scrape MLS data, we collect structured property data directly from verified listings. This includes property addresses, full descriptions, high‑quality images, pricing details, square footage, number of bedrooms and bathrooms, lot sizes, and year built. We also extract agent and broker information, open house schedules, and foreclosure listings. Every dataset is cleaned, organised, and ready for analysis, giving you a complete picture of the U.S. real estate market.
When we scrape MLS, you gain more than listing details. We collect neighbourhood statistics, property tax history, price change trends, school ratings, and walkability scores. Our datasets also cover days on market, comparable properties, and regional demand spikes. These insights help you understand market dynamics, evaluate investment opportunities, and spot emerging trends before your competitors.
MLS.com is one of the most recognizable real estate platforms in the U.S., designed to simplify access to property listings nationwide. The platform aggregates data from 900+ local MLS databases, covering every state and showcasing residential and commercial properties, new developments, foreclosures, and investment opportunities.
Unlike typical listing sites, MLS serves as a central hub, connecting buyers, sellers, and agents with verified, up‑to‑date information. Its reach across the entire U.S. housing market makes it a trusted source for professionals, investors, and anyone analysing regional real estate trends. With millions of active listings and detailed property insights, MLS plays a key role in understanding market dynamics at both local and national levels.
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Customers
Pages extracted
Hours saved for our clients
Customized scraping setup for MLS.com — faster and cheaper than building a solution from scratch.
Data limits (rows): up to 10%
Iterations: up to 3
Custom requirements: Yes
Data lifetime: up-to-date
Data quality checks: Yes
Delivery deadline: 1-2 working days
Output formats: CSV, JSON, XLSX
Delivery options: e-mail
The U.S. housing market moves fast, and data from MLS reflects these changes in real time. With scrape MLS data, our dedicated extractor collects structured property data directly from verified property listings. From live property prices to investment trends and agent activity, we deliver datasets that help you evaluate markets, compare regions, and act on opportunities before competitors.
Learn how to use web scraping to solve data problems for your organization
Real estate web scraping: a powerful tool for data collection and analysis. Learn how to choose the right data collection method and benefit from real estate web scraping
Amazon provides valuable information gathered in one place: products, reviews, ratings, exclusive offers, news, etc. So scraping data from Amazon will help solve the problems of the time-consuming process of extracting data from e-commerce.
The use of sentiment analysis tools in business benefits not only companies but also their customers by allowing them to improve products and services, identify the strengths and weaknesses of competitors' products, and create targeted advertising.
ScrapeIt is a data extraction company specialising in structured data exports across multiple industries — from e‑commerce and travel to real estate and job platforms. Our services handle the entire parsing process for you and deliver clean, ready‑to‑use datasets in formats like CSV, Excel, JSON, or any format you prefer. Whether you need insights from a single page or large‑scale datasets, we provide accurate, verified data that helps you uncover opportunities and stay ahead in your market.
We extract verified property data directly from MLS listings, ensuring accuracy and consistency.
Yes. We customise the export to deliver property datasets filtered by state, city, or ZIP code.
Yes. Where available, we include homeowner or agent reviews alongside other property details.
We can provide one‑time datasets or recurring updates based on your needs to keep your product information current.
Absolutely. We can merge MLS.com exports with data from other real estate platforms for deeper market insights.
1. Make a request
You tell us which website(s) to scrape, what data to capture, how often to repeat etc.
2. Analysis
An expert analyzes the specs and proposes a lowest cost solution that fits your budget.
3. Work in progress
We configure, deploy and maintain jobs in our cloud to extract data with highest quality. Then we sample the data and send it to you for review.
4. You check the sample
If you are satisfied with the quality of the dataset sample, we finish the data collection and send you the final result.
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