Boost real estate operations with an MLS Dataset

Find investment opportunities, and make informed decisions about your real estate operations using MLS datasets.


MLS dataset

MLS Datasets

The MSL data points may include: property type, size, year, number of bedrooms, square footage,  listings, prices, sales data, location, demographics, and more. Purchase a full coverage dataset or a subset. 


Dataset Marketplace Sample
MLS dataset for investment planning

Real esate investment planning

Research potential markets, assess market conditions, and find investment opportunities by analyzing MLS datasets. Forecast market conditions to determine the best time to buy or sell a property and compare the performance of different properties to make informed decisions about where to invest.


Competitor analysis

Get insights into the operations and strategies of other real estate companies. Find areas for improvement, determine which competitors are strongest in certain markets, and identify potential partnership opportunities. Stay informed and competitive in a rapidly-evolving industry.


Targeted Marketing

Get a deeper understanding of your target market, including demographic information, preferred locations, and buying habits. With an MLS dataset, you can identify potential leads and build lists of interested buyers, develop targeted marketing campaigns and advertising strategies, and reach the right people with the right message at the right time.


Dataset Features

Get easy to use, well-structured datasets for any use case

Structure maintenance

Datasets are maintained based on website structure changes

Custom output fields

Define custom output fields to meet specific business requirements

24/7 support

We provide assistance to our customers whenever they need it


Data feed of new/updated records, based on a predefined schedule

Multiple delivery options

Amazon S3, Google Cloud PubSub, SFTP,  and Microsoft Azure.

Different file output formats

Datasets in the format of JSON, ndJSON, CSV, or Excel

Dedicated account manager

Management of your data collection by a dedicated account manager

Data Scaling

Define servers to handle large amount of data requests

Data quality assurance

Ensure data reliability and accuracy for better decision-making

We’ll provide the data while you focus on the rest

Easy discovery
Easy Discovery

Tap into all data points available on a website, which can be very challenging to discover when collecting yourself.

Accurate and Complete

Get fresh, precise, and complete datasets, covering millions of pages and tens of millions of data points.

Enriched data
Enriched Data

Increase the value and usability of your dataset by integrating multiple data sources to create
a valuable enriched dataset.

Leader in compliance
Leaders in Compliance

Bright Data is fully committed to complying with all relevant data protection legal requirements, including GDPR and CCPA.

Various Formats

Datasets in JSON, ndJSON, CSV, or XLSX will be delivered to your preferred storage.

Delivery methods include: AWS, Google Drive, Google Cloud Storage, SFTP, and more!


Datasets formats
Dataset pricing

Flexible Pricing

Send us your requirements and we’ll provide you with a quote for your requested dataset.

  • Price starts from $0.001/record
  • Dedicated support and account management
  • Free dataset sample for existing datasets


Get your MLS dataset today.

MLS dataset common questions

The MLS dataset includes different data points that fit your needs. Some of the data points include: property type, size, year, number of bedrooms, square footage, listings, prices, sales data, location, demographics, and more.


Yes, you can get updates to your MLS dataset on a daily, weekly, monthly, or custom basis.


Yes, you can purchase a MLS subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.


If you don’t want to purchase a MLS dataset, you can scrape MLS using our Web Scraper IDE.