The 10 Best Real Estate Scrapers of 2026

Real estate lives on the web, spread across Zillow, Realtor, Redfin, and hundreds of local portals. Prices, listings, and agent data change by the hour. A real estate scraper turns those pages into clean, structured data. You skip the manual copy-paste and get spreadsheets or JSON instead.

But property portals fight scrapers hard. They deploy bot walls, CAPTCHAs, and rate limits. That is why the web scraping market is worth $1.56 billion in 2026, on track for $3.49 billion by 2031. The right tool handles the blocking so you focus on the data.

This guide ranks the 10 best real estate scrapers of 2026. It covers scraper APIs and no-code tools, not raw data providers. Every price below is verified on the tool’s own page.

In this guide, you will learn:

• What a real estate scraper does and how to pick one.
• How the tools compare on coverage, ease of use, and price.
• The 10 best real estate scrapers, from developer APIs to no-code Zillow tools.

TL;DR: Best Real Estate Scrapers at a Glance

Short on time? Here is the ranked shortlist with verified pricing and review scores.

What Is a Real Estate Scraper?

A real estate scraper is a tool that extracts property data from listing sites. It pulls prices, addresses, square footage, photos, agent details, and status. Some scrapers are developer APIs you call from code. Others are no-code tools you point and click. Either way, you get structured records instead of raw HTML.

Teams use this data for many jobs. Investors track prices and spot undervalued listings. Agents build lead lists and monitor competitors. Analysts study market trends, a shift covered in our look at big data in real estate. Some teams feed the data to AI agents that watch the market. Portals change often, so a reliable scraper matters more than a clever one.

How to Choose a Real Estate Scraper

Weigh every tool against these six factors.

• Portal coverage: does it support Zillow, Realtor, Redfin, and your local sites?
• Unblocking: can it handle bot walls, CAPTCHAs, and rate limits?
• Ease of use: a developer API, or a no-code visual builder?
• Delivery: JSON, CSV, Excel, or a direct push to your stack.
• Scale and reliability: high success rates when portals block hard.
• Pricing model: match per-request, subscription, or credits to your volume.

Now let us rank the tools that do this best.

The 10 Best Real Estate Scrapers in 2026

1. Bright Data

Bright Data is the best real estate scraper overall. It combines pre-built scrapers with an AI-powered builder. The Web Scraper API ships ready-made scrapers for Zillow, Realtor, Redfin, Zoopla, and Idealista. You send a URL and get clean, structured listing data back. It handles proxies, CAPTCHAs, and parsing for you. Its Scraper Studio goes further. You describe any real estate site in plain English, and it builds a ready-to-run scraper. That covers local portals no pre-built scraper supports yet. You can shape the output with custom functions. Delivery is flexible, in JSON, CSV, or Parquet, via API, webhook, or cloud storage. Bright Data scored a 98.44% average success rate in an independent 11-provider benchmark. It serves 20,000+ customers and is fully GDPR and CCPA compliant.

Key details:

• Best for: reliable, large-scale scraping across every major property portal.
• Coverage: pre-built scrapers for Zillow, Realtor, Redfin, Zoopla, and Idealista.
• Build any site: Scraper Studio turns a plain-English prompt into a ready-to-run scraper.
• Delivery: JSON, CSV, or Parquet via API, webhook, S3, GCS, Snowflake, or Azure.
• Success rate: 98.44% in an independent 11-provider benchmark.
• Free tier: 5,000 records per month, no card required.
• Pricing: pay-as-you-go from $1 per 1,000 requests; Scale at $499/month.

Pros:

• Widest portal coverage, plus a build-any-site Scraper Studio.
• Top benchmark success rate and flexible delivery.
• Enterprise scale with documented GDPR and CCPA compliance.

Cons:

• Premium feature depth has a short learning curve.
• Not the cheapest option for tiny, one-off jobs.

⭐ Review score: G2 4.6/5

2. Apify

Apify is a marketplace of ready-to-run scrapers called Actors. Many target real estate portals directly. You find prebuilt Zillow and Realtor actors, run them, and get structured listings back. Developers can also build and publish custom actors. Scheduling and integrations make it easy to keep data fresh. It suits teams that want prebuilt actors they can customize.

Key details:

• Best for: no-code real estate actors with scheduling.
• Coverage: prebuilt Zillow, Realtor, and other portal actors.
• Delivery: JSON, CSV, and Excel via API, webhooks, and integrations.
• Free tier: $5 in free platform credit.
• Pricing: Starter at $29/month, plus $0.20 per compute unit.

Pros:

• Huge library of prebuilt real estate actors.
• Scheduling and wide integrations.
• Generous free credit to test.

Cons:

• Quality varies between community actors.
• Compute-unit pricing can be hard to forecast.

⭐ Review score: G2 4.7/5 (544 reviews)

3. Octoparse

Octoparse is a no-code visual scraper for non-developers. You point and click to build a real estate workflow. It ships templates for popular property sites and handles pagination and scrolling. Cloud runs and scheduling come on paid plans. It suits analysts who prefer a visual builder over code.

Key details:

• Best for: no-code, visual real estate workflows.
• Coverage: templates for popular property portals.
• Model: a point-and-click workflow builder.
• Free tier: a free plan.
• Pricing: Standard from $69/month.

Pros:

• Friendly visual builder with ready templates.
• Cloud runs and scheduling.
• No code required.

Cons:

• Steeper than one-click tools.
• Higher entry price than budget APIs.

⭐ Review score: Capterra 4.7/5 (106 reviews)

4. ScrapingBee

ScrapingBee is a simple scraping API for developers. You send a URL and it returns rendered HTML or parsed data. It handles headless browsers, proxies, and CAPTCHAs behind one endpoint. That makes it a clean fit for scraping listings in code. It suits developers who want minimal setup.

Key details:

• Best for: a simple, developer-friendly API.
• Access: one API endpoint with JavaScript rendering.
• Features: proxy rotation and CAPTCHA handling.
• Free tier: 1,000 free API credits.
• Pricing: Freelance from $49/month.

Pros:

• Very easy to integrate.
• Reliable rendering and good docs.
• Clean pay-per-credit model.

Cons:

• No visual builder or cloud UI.
• Costs rise on heavy JavaScript pages.

⭐ Review score: G2 4.7/5

5. Thunderbit

Thunderbit is an AI no-code scraper built for business users. Its one-click Zillow template pulls listings without setup. You click AI Suggest Fields and it structures the data for you. It exports straight to Excel, Google Sheets, Airtable, or Notion. It suits agents and analysts who want data in two clicks.

Key details:

• Best for: AI no-code, one-click real estate templates.
• Coverage: prebuilt Zillow and other property templates.
• Exports: Excel, CSV, Google Sheets, Airtable, and Notion.
• Free tier: 6 pages per month.
• Pricing: from $9/month, billed yearly.

Pros:

• Near-zero setup with AI field detection.
• Strong export options.
• Great for non-technical users.

Cons:

• Credit limits on lower tiers.
• Browser-first workflow, not built for scale.

⭐ Review score: Chrome Web Store 4.2/5 (188 ratings)

6. Scrapingdog

Scrapingdog is a budget-friendly, all-in-one scraping API. One key unlocks more than 40 endpoints, including general web scraping. It handles proxy rotation, JavaScript rendering, and CAPTCHAs. You only pay for successful requests. It suits price-sensitive teams scraping real estate at volume.

Key details:

• Best for: budget, all-in-one scraping.
• Access: 40+ APIs under one key.
• Features: proxy rotation, JavaScript rendering, and geotargeting.
• Free tier: 200 free credits.
• Pricing: Lite from $40/month.

Pros:

• Low cost, with pay-only-for-success billing.
• Wide API coverage from one key.
• Simple, transparent pricing.

Cons:

• No visual builder.
• Real estate sites need custom parsing.

⭐ Review score: Trustpilot 4.7/5 (585 reviews)

7. ScraperAPI

ScraperAPI is a scraping API built for large request volumes. It sends millions of requests asynchronously with automatic retries. Proxy rotation, JavaScript rendering, and CAPTCHA handling are built in. Failed requests are never charged. It suits teams scraping real estate at scale.

Key details:

• Best for: high-volume, large-scale scraping.
• Access: an async API with automatic retries.
• Features: proxy rotation, JavaScript rendering, and geotargeting.
• Free tier: 5,000 free API credits.
• Pricing: Hobby from $49/month.

Pros:

• Strong at high volume.
• Pay only for successful requests.
• Easy async jobs.

Cons:

• No cloud UI.
• Custom parsing needed for listings.

⭐ Review score: Trustpilot 4.5/5 (43 reviews)

8. Oxylabs

Oxylabs is an enterprise-grade scraping platform. Its Web Scraper API handles high-volume real estate jobs. Success rates stay above 99% under load, backed by a large proxy network. Enterprise SLAs and support are available. It suits large teams with strict reliability needs.

Key details:

• Best for: enterprise-scale scraping.
• Access: a Web Scraper API with built-in unblocking.
• Reliability: 99%+ success at scale.
• Free tier: a free trial.
• Pricing: Micro from $49/month.

Pros:

• Enterprise reliability and support.
• High success rate at scale.
• Mature documentation.

Cons:

• Premium at entry tiers.
• Overkill for small jobs.

⭐ Review score: G2 4.5/5 (422 reviews)

9. Lobstr

Lobstr is a no-code cloud scraping platform. It ships more than 50 ready-made scrapers, including one for realtor.com. You configure inputs in the browser and it runs in the cloud. Pricing is credit-based and drops to $0.50 per 1,000 results at scale. It suits no-code users who want cloud runs without setup.

Key details:

• Best for: no-code cloud realtor scraping.
• Coverage: 50+ ready-made scrapers, including realtor.com.
• Model: credit-based cloud runs.
• Free tier: 100 credits per month.
• Pricing: from $10/month; $0.50 per 1,000 results at scale.

Pros:

• Many ready-made scrapers.
• Cheap at scale.
• No setup or code.

Cons:

• Credit model needs forecasting.
• Fewer portals than the leaders.

10. Nimble

Nimble is an AI-powered web scraping API. It uses AI to parse pages into structured data automatically. Proxy management and unblocking are built in. It targets developers and data teams scraping tough sites. It suits real estate teams that want AI parsing without writing selectors.

Key details:

• Best for: AI-powered parsing without selectors.
• Access: an AI web scraping API.
• Features: automatic parsing, proxy management, and geotargeting.
• Free tier: 2,000 free pages.
• Pricing: from $19/month.

Pros:

• AI parsing without selectors.
• Strong unblocking.
• Developer-friendly.

Cons:

• Newer, with a smaller community.
• Enterprise tiers get pricey.

Real Estate Scrapers: Summary Table

Conclusion

The best real estate scraper depends on your skills and scale. For most teams, Bright Data is the safest first pick. It pairs pre-built portal scrapers with an AI builder for any site, at benchmark-leading success. If you only need Zillow, see our guide to the best Zillow scrapers. Start with a free tier, test the data on your use case, then scale the winner.

Prefer ready-made data or an AI workflow? Bright Data also offers real estate datasets and a real estate MCP server.

Frequently Asked Questions

What is a real estate scraper?

A real estate scraper is a tool that extracts property data from listing sites like Zillow and Realtor. It returns structured records, such as price, address, and agent details, instead of raw HTML.

What is the best real estate scraper?

Bright Data is the best overall for most teams. It offers pre-built scrapers for major portals plus Scraper Studio, which builds a scraper for any site from a prompt.

Is it legal to scrape real estate websites?

Scraping public real estate data is generally legal in the US and EU. Avoid private or logged-in data, and follow each site’s terms of service.

How much do real estate scrapers cost?

Prices vary by model. No-code tools start around $9 to $69 per month. Scraper APIs start near $1 per 1,000 requests on pay-as-you-go, or $40 to $49 per month.

Can I scrape Zillow or Realtor for free?

Yes, most tools offer a free tier or trial. Bright Data gives 5,000 free records per month, and Thunderbit and Scrapingdog both have free plans.

What is the difference between a no-code scraper and a scraper API?

A no-code scraper uses a point-and-click interface, so anyone can build one. A scraper API is called from code, which gives developers more control and scale.