7 Best Real Estate Scrapers in 2025

If you’re in the real estate game, you know that data is everything. However, finding the right tools to gather that data can be tricky. With so many web scraping options out there, it’s easy to feel lost in the choices. Whether you’re an investor tracking market trends or an agent pricing properties, having accurate, up-to-date data can make all the difference. That’s where web scraping comes in. It helps you quickly extract valuable insights from real estate websites like Zillow, Realtor.com, and Redfin, saving you hours of research.

In this guide, we’re going to walk you through the seven best real estate scrapers, highlighting their features, pros, and cons to help you choose the right one for your needs!

Top 7 Best Real Estate Web Scraping Tools

Looking for the best tools to scrape real estate data? Here are the top 7 web scrapers that will help you collect accurate property listings and market insights effortlessly.

1. Bright Data

Bright Data is a top-tier web scraping platform known for its accuracy and flexibility. It allows users to gather detailed property data from popular real estate websites, such as sale prices, rental rates, and descriptions. The platform’s MLS (Multiple Listing Service) scraper is handy for real estate professionals looking to track market trends.

Bright Data’s proxy and IP rotation features ensure smooth and uninterrupted data collection, even from websites with advanced anti-scraping measures. While it’s highly reliable, setting it up may require some technical knowledge and can be costly for smaller users.

However, its comprehensive features make it an excellent choice for businesses that need large-scale, high-quality real estate data.

Key Features

• Dozens of Scrapers: Collects real estate data like sale prices, rental prices, descriptions, and more.
• IP Rotation and CAPTCHA Solving: Ensures uninterrupted scraping even from websites with strong anti-scraping defenses.
• Customizable Data Extraction: Users can tailor scraping tasks to extract specific information like property details, price changes, or agent contact info.
• Data Compliance: Bright Data follows legal data protection regulations such as GDPR and CCPA.

Pros

• Extensive property data extraction capabilities.
• Reliable with high success rates due to its IP rotation and proxy services.
• Suitable for both small businesses and large enterprises.
• Integrates well with other tools for easy data management.

Cons

• The setup process may require some technical know-how.
• Pricing is higher, making it less cost-effective for small users.
• Due to varying restrictions, not all real estate websites are compatible with the scraper.

Pricing: Bright Data has a pay-as-you-go pricing model starting from $1.5 / 1K records. The cost can vary depending on the number of data requests and the complexity of the scraping task.

2. Oxylabs

Oxylabs is a premium web scraping service that collects large volumes of real estate data from top websites. It provides a Real Estate Scraper API that allows businesses to gather property listings, prices, and descriptions effortlessly. Oxylabs is known for its high reliability, ensuring smooth scraping even from websites with advanced anti-bot measures.

The platform’s proxy service ensures uninterrupted data collection. While Oxylabs offers exceptional data extraction capabilities, its higher pricing is geared toward large businesses and enterprises. If you need extensive, high-quality real estate data with minimal downtime, Oxylabs is a top choice for large-scale data scraping.

Key Features

• Real Estate Scraper API: Oxylabs offers a Real Estate Scraper API that can collect property data from popular real estate websites.
• Proxy Solutions: The platform uses proxy solutions to ensure data collection without interruptions.
• Advanced Data Delivery: The platform provides easy-to-use APIs for integrating scraped data into your applications.

Pros

• High-quality data extraction with minimal downtime.
• Supports a wide range of real estate data sources.
• The platform’s proxy service ensures smooth scraping even from complex websites.

Cons

• Pricing is on the higher side, making it more suited to large enterprises.
• The setup process requires technical expertise.
• Some users may find it challenging to manage advanced features.

Pricing: Oxylabs’s pricing starts at $1.35 per scrape and $49/month. It offers a 7-day free trial. The company typically caters to larger businesses or enterprises with higher data extraction volumes.

3. ScrapeLead.io

ScrapeLead is a user-friendly web scraping tool that extracts data from real estate websites. It offers pre-built scrapers for popular platforms like Zillow, Realtor.com, and Trulia, making gathering property listings and other relevant details easy. With an intuitive interface, ScrapeLead doesn’t require coding skills, so even beginners can use it effectively.

The tool also allows for automated data collection, ensuring your data stays up to date. ScrapeLead supports multiple data export formats, such as CSV and Excel, and seamlessly integrates with other platforms, such as Google Sheets. Although it is a bit pricier, its ease of use and comprehensive features make it a solid choice for real estate businesses.

Key Features

• 16 Pre-built Real Estate Scrapers: ScrapeLead offers a variety of real estate-specific scrapers, making it versatile for different needs.
• Automated Data Collection: ScrapeLead can schedule scraping tasks, ensuring you always have the most current data.
• Simple Interface: Even beginners can set up scraping tasks with minimal effort.
• Export Formats: Data can be exported in various formats like CSV and Excel or directly to Google Sheets or Airtable for further analysis.

Pros

• Great for beginners with no coding knowledge.
• Pre-built scrapers for popular real estate sites like Zillow, Realtor.com, and Trulia.
• Automated scraping keeps your data up to date with little manual intervention.
• 24/7 customer support to assist with any issues.

Cons

• Pricing may be a bit high for individual users or smaller businesses.
• The advanced features might require a bit of a learning curve for more technical users.
• Limited control over highly customized scraping tasks.

Pricing: ScrapeLead offers various subscription plans depending on your needs. The monthly pricing starts at $ 29 for 5000 credits plus 1000 bonus credits. For new users they offer 500 free credits.

4. Octoparse

Octoparse is a powerful, no-code web scraping tool that simplifies data extraction. It’s especially useful for real estate professionals collecting property data from multiple sources without writing a single line of code. Octoparse provides pre-built templates, allowing users to scrap data from real estate websites quickly.

The platform also supports cloud-based scraping, so your tasks can run even when your computer is off. Its scheduling options ensure that data is collected automatically and regularly. While it’s user-friendly, some advanced features may require a learning curve. Octoparse is perfect for businesses seeking a reliable, no-code solution to streamline their real estate data collection.

Key Features

• Pre-built Templates: Octoparse offers templates for real estate websites, making it easy to start scraping right away.
• Customizable Workflows: For more advanced users, Octoparse allows you to set up custom workflows to scrape specific data.
• Cloud-Based Scraping: Octoparse can run scraping tasks in the cloud, ensuring that your tasks continue even if your computer is off.
• Data Export Options: Data can be exported in formats such as CSV, Excel, and databases for easy integration.

Pros

• No coding required, making it ideal for beginners.
• Cloud-based scraping ensures tasks run uninterrupted.
• Flexible scheduling options for automated data collection.
• Excellent customer support for troubleshooting.

Cons

• The advanced features may require some time to learn and master.
• Limited pre-built templates for specific real estate websites.
• Can be expensive for individual users, especially for high-volume scraping.

Pricing: Octoparse offers a free version with limited functionality. For more advanced features, you must opt for one of their paid plans, which starts at around $99 per month.

5. ScrapeHero

ScrapeHero offers highly customizable web scraping solutions for real estate professionals. It specializes in scraping data from complex websites, including those with heavy JavaScript or CAPTCHA protection. ScrapeHero allows users to rapidly extract property data, agent information, and market trends.

The platform is designed to scale with your business, handling large volumes of data efficiently. While the tool is powerful, it requires more technical knowledge than simpler solutions. ScrapeHero’s customer support is known for being responsive, and the platform offers tailored solutions to meet specific needs. This makes it ideal for businesses or developers who require detailed, large-scale real estate data extraction.

Key Features

• Custom Scraping Solutions: ScrapeHero provides tailored scraping solutions for real estate businesses, including custom data extraction for specific websites.
• Speed and Efficiency: This tool can scrape large volumes of data quickly, which is ideal for monitoring property prices and trends in real-time.
• Advanced Anti-Bot Handling: ScrapeHero uses sophisticated techniques to bypass anti-scraping measures like CAPTCHAs and IP blocks.

Pros

• Highly customizable scraping solutions for specific needs.
• Can handle complex websites with advanced security measures.
• Excellent customer support with a high retention rate.
• Can scrape a variety of real estate data points, from listings to agent information.

Cons

• The initial setup may require clear communication of your specific needs.
• Pricing may be on the higher end for small businesses or individual users.
• Requires some technical knowledge to maximize the platform’s capabilities.

Pricing: ScrapeHero typically uses a custom pricing model based on your requirements. Pricing starts at $199 per month per website.

6. WebHarvy

WebHarvy is an easy-to-use, point-and-click web scraping tool perfect for beginners. Its simple interface allows users to quickly set up scraping tasks without needing any programming knowledge. WebHarvy allows real estate professionals to scrape property listings, images, and contact information from websites like Zillow and Realtor.com. It also supports automatic pagination, making scraping extensive data across multiple pages easy.

The tool can export data in formats like CSV and Excel, making it easy to analyze. While WebHarvy is intuitive, it may not handle highly complex websites as efficiently as other tools. Still, it’s a great option for those looking for a straightforward, no-fuss solution to real estate data scraping.

Key Features

• Point-and-Click Interface: WebHarvy is designed to make scraping as simple as possible with its intuitive interface.
• Customizable Scraping: Users can customize their tasks by selecting the data they want to extract.
• Automatic Pagination: The software supports scraping across multiple pages, which is useful for extracting large amounts of real estate listings.

Pros

• Easy to use with no coding required.
• Automatic updates for scraped data.
• Flexible export options for data analysis.

Cons

• The software may not handle highly complex websites as effectively as other tools.
• Pricing might be expensive for individual users or small businesses.
• Limited real-time sc
• raping capabilities compared to other platforms.

Pricing: WebHarvy charges a one-time license fee of around $129. The first year of use includes free updates and support. After that, users may need to pay for extended support.

7. Apify

Apify is a versatile web scraping platform that excels in automating the extraction of real estate data. It offers a variety of pre-built scrapers (called actors) tailored to popular real estate websites. With Apify, users can easily collect property details, rental prices, and other market data. The platform supports automation, so scraping tasks can run on a schedule, saving time and effort.

Apify also seamlessly integrates with other platforms, allowing users to export their data to Google Sheets or databases. While the platform is user-friendly, it may require some initial setup for more advanced tasks. Apify is an excellent choice for businesses looking for an efficient way to automate real estate data collection.

Key Features

• Pre-built Actors: Apify offers a range of pre-built scrapers (actors) for collecting real estate data.
• Automated Data Collection: You can schedule scrapers to run automatically, ensuring you always have the latest data.
• Data Integration: Apify makes it easy to integrate the scraped data into your existing systems or export it for analysis.

Pros

• Excellent for automation and continuous data scraping.
• Easy-to-use interface with a wide range of scraping actors.
• Integration with other platforms like Google Sheets and Zapier.

Cons

• Some users may find the platform’s setup process a bit complex.
• Pricing can be expensive for high-volume users.
• Customer support is not always available immediately.

Pricing: Apify offers various pricing plans based on the number of actors you need and the volume of data you intend to scrape. Prices start at around $49 per month.

In Conclusion

Choosing the right real estate scraper depends on your needs, technical skills, and budget. If you’re looking for a tool that is comprehensive, reliable, and easy to use, Bright Data stands out as the best option. However, for those who want a no-code solution, ScrapeLead and Octoparse are fantastic alternatives. For businesses with more specific needs or large-scale data scraping tasks, ScrapeHero and Oxylabs provide powerful customization options.

No matter which tool you choose, web scraping remains one of the most efficient ways to gather real estate data, stay ahead of the competition, and make smarter business decisions.

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