Scrape and monitor real estate websites to create a live database 

Browse AI helps you create custom web scrapers and web monitors to extract and structure live data from any real estate website.

• Customize your real estate dataset by scraping any website or webpage: our AI web scraper is designed to extract data from any website.
• Scrape dynamic data by pointing and clicking: you can train your web scraping and web monitoring robot to mimic human interactions to capture dynamic data including filling out forms, searching by keyword, toggling through sidebars, etc.
• Transform multi-level web pages into a real estate data spreadsheet: using workflows you can create multi-level scrapers to transform entire websites into your real estate database.
• Scrape, extract or monitor real estate data by geolocation. Set the geo location of your scraper to extract regional based data.
• Use the real estate data how you want it: turn it into a real estate data API, export it as a CSV or JSON file, sync it to Google Sheets, or integrate it with Zapier, Airtable, Make, Pabbly, and more.

Getting started is simple:

1. Choose a pre-built scraper from popular sites like Redfin or Compass, or create your own custom robot.
2. Show your robot what data to extract using our point and click platform.
3. Schedule your robot to run automatically to check and alert you to website changes or updates.
4. Access your structured real estate data via download (CSV or JSON), Google Sheets, API, or using one of our native integrations.

Yes! Browse AI is specifically designed for no-code real estate data scraping.

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Our platform allows you to create AI-powered robots through a simple point-and-click interface. You simply show the robot what data to extract (like property prices, square footage, or amenities), and it will capture (and structure) that information automatically.

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You can create web scraping and monitoring robots to capture, extract, scrape, and monitor:

• Lists of data - perfect for real estate listing results, real estate agent lists, and more.
• Specific datapoints on a web page - great for extracting listing data and details in a structured format.
• Screenshots and images - capture full page or specific sections of the page as an image.

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Browse AI works with virtually any real estate website, including popular platforms like Redfin, Compass, Apartments.com, Airbnb, Realtor, and more.

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We offer pre-built scrapers for many popular sites, or you can create custom robots for any website that contains the real estate data you need. Every robot on Browse AI offers a monitoring feature that provides updates on changes in real time.

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If you're looking to scrape data from a high volume of websites, contact our sales team to learn about our enterprise options.

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Browse AI can extract any visible real estate data on a web page, including:

• Property listings (price, address, square footage, bedrooms, bathrooms).
• Property details (amenities, construction year, lot size).
• Agent informationHistorical price changes.
• Neighborhood data and market trends.
• Rental rates and availabilityInvestment property metrics.
• Public records and tax information.

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Yes! Beyond our self-service options, Browse AI offers enterprise solutions including:

• Custom web scraping and web monitoring development and configuration by our experts.
• Scaled pricing and solutions for high volume data extraction or monitoring.
• Fully managed real estate data scraping services.
• Tailored workflows and post-processing of data to create unified and cleaned databases from multiple sources.
• Custom QA processes, and ongoing data management for high-value real estate data sets.
• Technical support and consulting for complex real estate data projects.

Talk to our sales team to learn more about our real estate web scraping and monitoring services, options, and pricing.

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Browse AI offers flexible export options for your real estate data, including:

• CSV files for spreadsheet analysis.
• JSON for developer integration.
• Direct export to Google Sheets.
• Sync to AWS S3 (CSV or JSON).
• API access for custom applications.
• Webhook integration with other platforms.
• Integration with 7,000+ apps including Zapier, Make, Airtable, and more.

If you're looking for a custom integration for your real estate data, talk to our sales team.

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Browse AI's platform is designed to work within website access policies. Our robots:

• Use intelligent request patterns to avoid triggering security measures.
• Avoids bot detection by copying human behavior and interactions on the web page.
• Implement appropriate delays (i.e. rate limiting) between requests.
• Rotate access points when necessary and permitted.
• Adapts to website changes automatically.

For enterprise users, we offer additional solutions for complex access scenarios while maintaining ethical scraping practices.

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Investors leverage our real estate data scraping capabilities to:

• Identify undervalued properties across multiple markets.
• Track ROI metrics and cap rates for investment opportunities.
• Monitor foreclosure listings and auction results.
• Analyze rental yield data in target neighborhoods.
• Create custom dashboards for portfolio performance.
• Compare property values against recent sales.
• Receive alerts when properties matching investment criteria become available.

Browse AI's real estate data scraping robots deliver highly accurate results, extracting information exactly as it appears on the source website. Our platform includes built-in validation checks and allows for customized error handling.

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For enterprise users, we offer additional quality assurance workflows and services to ensure maximum data accuracy and reliability.

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To scrape the real estate data, you would be building the scraper or web monitor on our platform instead of writing Python code. Our AI web scraper is more reliable than python code because it automatically adapts to website changes (meaning that it doesn't break).

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Once you create our web scraper or web monitor, Browse AI offers API access that allows developers to integrate your scraped real estate data into Python workflows. Our API includes the ability to:

• Programatic control over your data scrapers and extraction robots including the ability to manage robots, and run tasks.
• Retrieve the data you've scraped (i.e. retrieve extraction results), and integrate it with your existing systems.

We also offer the ability for you to integrate with the data you scrape via Webhook. For detailed capabilities and implementation examples, you can refer to our API documentation.

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Browse AI is designed to reliably scrape, extract and monitor data from any real estate website. At the core, it has features that are built to work around bot detection, Cloudflare detection, CAPTCHA handling, and can scrape data behind a login.

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This includes a collection of features that are unlike traditional web scrapers or python script based solutions:

• AI-powered tools for reliability including rate limiting, retries, IP rotation, and proxy management.
• Mimics human behaviors with clicks, scrolls, and pauses.
• Automatically solves standard CATCHA's (including ReCaptcha and hCaptchat).
• Fill out form, clicks drop downs and reliably scrapes dynamic website content.
• Accepts session cookies and handles login credentials.

You can set custom monitoring schedules for your real estate data. Options include:

• Set up monitors to check for any changes or updates every minute, hour, day, week or month.
• Get alerted when the data changes, and what has specifically changed including:
  
  • The real estate data you're monitoring has been removed, changed, or added.
  • The real estate list you're monitoring has had a ranking update.
  • The real estate images or screenshots you're monitoring have changed.

When the real estate data you're monitoring changes, your database is automatically updated providing you with a historical database of all real estate data, as well as the most up to date version of the live data.

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While Browse AI is really simple to get started and use, it's designed for scale and complexity. You can build a scraper in minutes for almost any simple real estate data extraction.

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However, if you're looking for complexity and scale we also offer a suite of features to make any data you need easy to scrape. These include:

• Multi-step real estate data scraping (known as deep scraping) - you can create workflows to chain robots together to scrape entire website. Ex: a listing search and the associated property detail pages.
• Scrape dynamic content - train the robot to select buttons, drop downs, fill out forms and more to scrape dynamic content. Ex: click on filters and drop downs to update listing results.
• Input parameters - train a robot to scrape data based on specific input parameters. Ex: search terms and specific queries on real estate listing websites.
• Automations - bulk run trained robots across thousands of web pages in a few clicks. Ex: train a robot to scrape data from a listing page and upload up to 500,000 listing URLS to scrape all of those pages using that structure.
• Complex navigation - train robots to scrape data on pages with infinite scroll, geographic based content, and more. Ex: pagination on real estate listing sites to scrape more results.

For highly specialized or complex needs we also offer Premium services where we either fully manage our data extraction or scraping project, or we set things up for you. Reach out to our sales team to learn more.

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Yes, Browse AI has helped thousands of businesses and enterprises scrape data. Some businesses scrape millions of rows of data with us daily as part of their core business operations.

• If you're looking to build it yourself our no code web scraping tool is a great and easy way to start and scale data extraction for your business or team.
• If you're looking for some support, talk to us about our Premium services and scale options. We also offer discounted pricing at scale.

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