Buy Any Dataset, Refresh It for
Subject to terms and conditions,
to be provided upon request
MLS Datasets
Make informed decisions about your real estate operations using MLS datasets.
- Available as a custom dataset request
- Get accurate, up to date real estate data
- Free real estate data samples for download in JSON or CSV
TRUSTED BY 20,000+ CUSTOMERS WORLDWIDE
TRUSTED BY 20,000+ CUSTOMERS WORLDWIDE
{
"type": "object",
"fields": {
"listings": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"city": {
"type": "text",
"active": true,
"sample_value": "Alameda"
},
"state": {
"type": "text",
"active": true,
"sample_value": "CA"
},
"link": {
"type": "url",
"active": true,
"sample_value": "/Process.mvc?url=https://mls.foreclosure.com/listing/search.html?ci=alameda&st=ca&utm_source=internal&utm_medium=link&utm_campaign=MLS_top_links"
}
}
}
},
"foreclosures": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"city": {
"type": "text",
"active": true,
"sample_value": "Anaheim"
},
"state": {
"type": "text",
"active": true,
"sample_value": "CA"
},
"link": {
"type": "url",
"active": true,
"sample_value": "/Process.mvc?url=https://mls.foreclosure.com/search.html?ci=Anaheim&st=CA&zip=&x=93&y=3"
}
}
}
},
"url": {
"type": "url",
"required": true,
"active": true
}
}
}
Custom MLS dataset sample
Choose from fully managed or self managed datasets. Fully managed datasets offers a hands-off experience and is managed by our partners. Self managed custom datasets you set up the project & validation rules.
The MLS data points may include: property type, size, year, number of bedrooms, square footage, listings, prices, sales data, location, demographics, and more.
THE PROCESS
Automated dataset creation platform
Streamline your data-collection process so you can focus on what matters.
-
Initial setup
Add the URLs of your target website.
-
Sample creation
Get AI-generated schema and sample. Set up validation rules.
-
Proof of concept
The scraper is built based on schema and validation rules.
-
Data collection & delivery
Data is collected and delivered.
Custom Dataset Pricing
CUSTOM DATASET
Subscription
Starting from
$300/month
One time
Starting from
$1,000
Proof of Concept
One time
$500
- AI-Generated schema & sample
- Control over data validation
- Real-time product quantity est.
- Daily, Weekly, Monthly, Custom
Marketplace datasets
Popular real estate datasets
MLS datasets tailored to your needs
Get easy to use, well-structured datasets for any use case
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable MLS data
We’ll provide the data while you focus on the rest
High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use MLS datasets
Market research
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.
Get dataset 
Improved strategies
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.
Get dataset 
Lead enrichment
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.
Get dataset 
MLS Dataset FAQs
What data is included in the MLS dataset?
The MLS dataset may include different data points that fit your needs. Some of the data points may include: property type, size, year, number of bedrooms, square footage, listings, prices, sales data, location, demographics, and more.
Can I get updates for my purchased MLS dataset?
Yes, you can get updates to your MLS dataset on a daily, weekly, monthly, or custom basis.
Can I purchase a subset of the MLS dataset?
Yes, you can purchase a MLS subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.
In what format will I receive the MLS dataset?
Dataset formats are JSON, NDJSON, JSON Lines, CSV, or Parquet. Optionally, files can be compressed to .gz.
Can I get a data sample?
Yes, you can request sample data to evaluate the quality and relevance of the information provided. This is a great way to ensure it meets your needs before committing to a full dataset.
Can I request specific data points from the MLS dataset?
Yes, you can request specific data points from the MLS dataset tailored to your unique needs, ensuring you receive precisely the information you require for your projects.
Is it possible to integrate the MLS dataset directly into my existing systems?
Absolutely, the MLS dataset offers seamless API integration, allowing you to effortlessly integrate the data into your CRM, analytics tools, or any other systems you use, streamlining your operations.