Real estate

Scrape and monitor real estate data from any website

Turn any listings site into a live, self-updating database. Point a robot at the properties you care about, get structured rows, and let monitoring alert you the moment a price drops, a status changes, or a new property hits the market. No code, any site.

Free plan included. No credit card. Train your first robot in about 2 minutes.
Browse AI robot
East Bay listings monitor
Checking every 15 min
Origin URL redfin.com/city/oakland-ca/filter/sort=newest
Property
Price
Beds
Status
Last change
88 Birchwood Ln
Alameda, CA
$598,000
3 bd · 2 ba
New
New listing
2847 Telegraph Ave
Oakland, CA
$725,000
3 bd · 2 ba
Active
No change
412 Maple Ave
Berkeley, CA
$715,000
$689,000
3 bd · 2 ba
Active
Price drop -$26,000
1530 Lakeshore Ave
Oakland, CA
$545,000
2 bd · 1 ba
Active
No change
77 Crestmont Dr
Oakland, CA
$1,150,000
4 bd · 3 ba
Pending
Active → Pending
📈 Synced to Google Sheets · 1,284 rows · full change history kept
🔔
412 Maple Ave dropped $26,000
Now $689,000 · Alert sent to email and Google Sheets
★★★★★ 4.9/5 · Trusted by real estate companies, proptech platforms, and data teams
Monitoring and alerts

Real estate data is change data

New listings appear, prices get cut, statuses move from active to pending to sold. A one-time scrape is stale within hours. Monitoring keeps your database current and tells you the moment something moves, on a schedule from every minute to monthly.

🏠
New listings

Get alerted when a property that matches your search hits the market.

📉
Price drops

Catch every cut, with the old and new price side by side in the alert.

🔁
Status changes

Follow active to pending to sold across entire markets.

🕒
Days on market

Spot listings going stale and sellers getting motivated.

🗓
Rental availability

Watch rates and vacancies across rental and vacation sites.

🔔

Alerts arrive by email, webhook, or a fresh row in your sheet. Each alert shows exactly what changed, with the full history kept for every field.

Scale

Deep scrape entire markets, not just pages

Chain robots into workflows that go from search results to full property records, then run them across every market you cover. Because each robot is an AI agent that opens a real browser and acts like a human visitor, it reaches listings behind search filters, logins, and the bot detection that blocks script-based scrapers.

1
Search results robot

Extracts every listing from a search or map page into structured rows, with the listing URL for each.

2
Property details robot

Visits each listing URL and pulls the full record: history, agent, lot details, everything on the page.

3
Bulk run

Run the workflow across hundreds of thousands of listing URLs in a single job, on a schedule.

🔒Works behind logins
🌐Geolocation-specific data
🛡Browses like a real visitor, so it gets past bot detection
Auto-adapts when sites change
Browse AI vs a DIY Python scraper
Browse AI
DIY Python script
Setup
Point and click, about 2 minutes
Days of development
When the site changes
Robot auto-adapts
Script breaks, you fix it
Bot detection
Handled for you
Proxies and CAPTCHAs to manage
Monitoring and alerts
Built in, every minute to monthly
Cron jobs and custom code
Code to maintain
None
Yours, forever
Connect

From any site to wherever you work

Robots write structured rows. Send them to Google Sheets the moment a check finishes, download CSV or JSON, pull them through the API, push changes through webhooks into 7,000+ apps, or load them straight into your warehouse.

See the Zapier integration →
Google Sheets
Live sync on every run
Airtable
Rows into any base
CSV / JSON
Download any run
REST API
Feed your product or model
Webhooks
Fire on every change
Warehouse & storage
Snowflake, PostgreSQL, AWS S3
Zapier
7,000+ apps
Browse AI robot

Need the dataset, not the tooling?

For enterprise-scale or complex multi-source databases, our managed service builds and maintains the robots for you and delivers a complete, continuously refreshed dataset. Real estate groups like Ray White and RE/MAX work with us this way.

Managed contracts include a 98% data-accuracy SLA, and most teams are live within 1 to 2 weeks.

Frequently asked questions

Everything teams ask before they start scraping and monitoring real estate data.

What is real estate data scraping?+

Real estate data scraping is the automated extraction of structured property information, such as prices, addresses, beds, baths, square footage, and listing status, from real estate websites. Browse AI does this with AI-powered robots you train by pointing and clicking, then keeps the data fresh by monitoring the source pages for changes.

Can I scrape real estate data without coding?+

Yes. You train a robot by clicking on the data you want on any listings or property page. The robot learns the pattern, extracts it into structured rows, and runs on a schedule. No coding is required at any step.

Which real estate websites can I extract data from?+

Any website you can open in a browser. Prebuilt robots are available for Redfin, Compass, Apartments.com, Airbnb, LoopNet, and Rightmove, and you can train a custom robot on any other listings portal, brokerage site, auction site, or public records page.

What types of real estate data can I extract?+

Common fields include price, address, square footage, beds and baths, listing status, days on market, agent information, rental rates and availability, historical sale data, and public records such as mortgage, loan, and insurance information.

How do I monitor a real estate website for new listings or price changes?+

Turn on monitoring for any robot and choose a schedule. The robot re-checks the page, compares new rows to the last run, and alerts you by email, webhook, or an update to your connected spreadsheet the moment something changes.

How often can robots check for changes?+

Anywhere from every minute to monthly. Most real estate teams check high-priority searches every 15 minutes to hourly, and run broader market scans daily or weekly.

Can I export the data to Google Sheets, Excel, or CSV?+

Yes. Robots can write rows directly to Google Sheets or Airtable on every run, and you can download results as CSV or JSON, pull them through the API, or push them to 7,000+ apps through Zapier.

How does Browse AI handle bot detection and CAPTCHAs?+

Robots run on real browser infrastructure with built-in handling for dynamic content, geolocation, logins, and common protections such as reCAPTCHA and hCaptcha. When a site changes its layout, robots auto-adapt instead of breaking.

Is this better than building a Python scraper?+

For most teams, yes. A Python scraper takes days to build, breaks when the site changes, and needs its own proxy, CAPTCHA, scheduling, and alerting infrastructure. A Browse AI robot is trained in minutes, auto-adapts to site changes, and has monitoring and alerts built in.

Can't I just ask an AI agent or ChatGPT to get this data?+

An AI agent can grab a page once. Real estate work needs the same data reliably, on a schedule, across thousands of listings, structured the same way every time. Browse AI is built for that: monitoring that tells you what changed, full history you can audit, retries and bot-detection handling, and delivery straight into your sheet, warehouse, or model, without hallucinated fields. A one-off answer versus a production data pipeline.

Can I scrape thousands of listing pages at once?+

Yes. Chain a search results robot into a property details robot to deep scrape entire markets, then bulk-run the workflow across hundreds of thousands of listing URLs in one job.

How accurate is the extracted data?+

Robots extract exactly the fields you point at, directly from the live page, so the data matches what the site displays at the time of each run. Monitoring keeps the dataset aligned with the source, and change history shows what moved and when.

Can investors use this to find undervalued properties?+

Yes. Investors monitor searches for new listings, price cuts, days-on-market changes, and foreclosure or auction activity, then send the rows to a spreadsheet or model to flag properties that match their criteria the moment they appear.

What if I need a large or complex real estate dataset?+

Our managed service builds and maintains the robots for you and delivers a complete, continuously refreshed dataset across multiple sources. Real estate groups like Ray White and RE/MAX work with us this way. Talk to sales to scope it.

Start your live real estate database

Train your first robot free in minutes. No code, no credit card.