Ever tried scraping data from Zillow, Idealista, or Redfin only to be hit with a CAPTCHA or blocked entirely? You’re not alone—many real estate pros face these challenges every day. This is where proxies can make your life so much easier. With the correct setup, you can gather all property data consistently without worrying about bot blockers.
In this article, we’ll:
- Explore the main challenges of scraping real estate sites
- List the best proxy providers for real estate agents and developers
- Dive deeper into what’s important to consider while choosing a proxy provider for real estate
ScraperAPI lets you bypass advanced bot blockers in record time, ensuring your scrapers get the highest success rate possible.
TL;DR: Comparing the Best Market Research Proxies for Real Estate
If you’re short on time, here’s a quick comparison of the best proxy providers for real estate market research:
| Proxy Provider | Type of Proxies | Pricing Starts At | Best For | Features |
| ScraperAPI | Residential, Mobile, datacenter | $49/month – for 3,300 URLs | Most complete web scraping solution to bypass real estate sites’ bot-blockers. Learn more | Smart proxy rotation, CAPTCHA handling, advanced anti-bot bypass, enterprise-level support |
| Storm Proxies | Residential | $50/month for 5 ports | Budget-friendly for small-scale scraping | Simple rotating proxies, fast setup, low cost |
| Oxylabs | Residential, Mobile | $99/month – 13GB | Best for city-level geo-targeting. | 102M IPs, advanced geo-targeting, enterprise-level support |
| BrightData (Formerly Luminati) | Residential, Mobile, Datacenter | $499/month – 69/GB | High-quality proxies with extensive geo-targeting and customization options. | 72M IPs, ASN & city-level targeting, flexible options |
| Smartproxy | Residential, Datacenter | $15/month – 2GB | Affordable solution for smaller-scale projects with global proxy coverage. | 40M IPs, easy to use, rotating proxies, strong customer support |
| Zyte (Crawlera) | Residential, Datacenter | Pay As You Go – up to $25/month | Offers smart proxy management with JavaScript rendering, ideal for automated scraping. | Smart proxy management, CAPTCHA handling, flexible pricing |
| IPRoyal | Residential | $245/month – 50GB | Ethical residential proxies for data collection | Ethically sourced proxies, rotating proxies, global coverage |
Want to learn more about what these providers have to offer? Keep reading!
Challenges of Scraping Real Estate Sites at Scale
Real estate platforms commonly employ several methods to prevent unauthorized scraping. These include:
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- IP Rate Limiting: Platforms track how often requests come from the same IP address. If too many are made too quickly, the IP can be temporarily or permanently banned.
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- CAPTCHAs: To ensure requests are coming from humans, CAPTCHAs are used as a roadblock for bots.
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- Advanced Anti-Bot Systems: Tools like DataDome use machine learning to analyze traffic and detect suspicious patterns, blocking requests based on behavioral cues.
Related: How to bypass DataDome-protected sites.
These defenses are more sophisticated for platforms like Zillow, making it difficult to scrape consistently without hitting CAPTCHA challenges or having your IP blocked. But don’t worry; there are ways to work around these obstacles.
This is where premium proxies come into play.
Why are Proxies Crucial for Real Estate Data Collection?
To avoid detection and blocking, using residential and mobile proxies is essential. Unlike datacenter proxies, which are often flagged as suspicious, the great thing about these proxies is they give you IP addresses that look like real users, so you’re far less likely to hit roadblocks.
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- Residential Proxies: These proxies are tied to real residential IP addresses, giving them the appearance of genuine user activity. This makes them much harder for anti-bot systems to detect and block.
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- Mobile Proxies: Mobile IPs are dynamically assigned by mobile network providers and frequently rotated, making them even more challenging for detection systems to track. This constant rotation adds an extra layer of anonymity.
By rotating between a large pool of residential or mobile proxies, scrapers can mimic legitimate user behavior from different geographic locations, significantly reducing the chances of being blocked.
However, some platforms, like Zillow and Idealista, have implemented advanced defenses, such as DataDome, which rely on behavioral patterns and IP reputation to block scraping attempts. For these situations, you’ll need more than just proxies—you’ll need a comprehensive scraping solution.
This is where a full scraping service like ScraperAPI excels. Unlike traditional proxy providers, ScraperAPI automates much of the process involved in bypassing anti-bot systems:
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- Automated Proxy Rotation: ScraperAPI rotates proxies automatically to reduce the risk of bans.
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- CAPTCHA Handling: It handles CAPTCHA challenges and retries failed requests without manual intervention.
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- Smart Request Management: Using machine learning, ScraperAPI optimizes each request by selecting the best combination of proxy, headers, and timing to maximize success rates.
Top 7 Proxy Providers for Real Estate Market Research
1. ScraperAPI [Best Overall for Real Estate Data Scraping]
ScraperAPI goes beyond a typical proxy provider—it’s a full-service scraping solution that automates proxy rotation, CAPTCHA solving, and anti-bot bypassing, letting you focus on gathering data.
Whether you’re scraping platforms like Zillow, Idealista, or Redfin, ScraperAPI can handle any request volume with the highest success rate, ensuring your data collection runs smoothly and efficiently, even at scale.
What makes ScraperAPI stand out from the competition is its unique smart proxy rotation system.
Using machine learning and statistical analysis, ScraperAPI is able to choose the best proxy-header combination and generate cookies dynamically to mimic real user traffic. This system allows it to use a healthy mix of datacenter proxies, automatically retrying requests using residential and mobile proxies as a default, passing the cost savings on to you.
Why ScraperAPI Works for Real Estate
Real estate platforms are tough to scrape due to their strict anti-bot measures. ScraperAPI makes this process easier with built-in CAPTCHA handling and smart proxy management. By rotating proxies from a pool of over 40 million IPs, ScraperAPI reduces the risk of getting blocked, so you can gather data from thousands of property listings reliably.
In addition, ScraperAPI’s team is constantly working on building and maintaining automated solutions to handle bot blockers’ (like DataDome, PerimeterX, Akamai, etc.) challenges in the background, letting your team focus on what matters: business insights.
Pricing
ScraperAPI offers flexible pricing starting at $49 per month for 100,000 API credits. This would let you scrape 100,000 URLs or up to 3,000 heavily protected pages.
Whether you’re working on small-scale projects or need enterprise-level scraping across regions, ScraperAPI scales to your needs.
Key Features
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- Automatic Proxy Rotation: With over 40 million IPs, ScraperAPI keeps your requests flowing without blocks or rate limits.
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- CAPTCHA Solving: Automatically solves millions of CAPTCHA challenges per day, ensuring smooth data collection.
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- Anti-Bot Bypassing: Uses machine learning to mimic legitimate user behavior, helping you avoid detection from anti-scraping systems.
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- Supports Residential and Mobile Proxies: Residential and mobile IPs make your traffic look like real users, improving scraping success.
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- Built-in Scheduler: Using DataPipeline, you can automate and manage recurrent scraping tasks using dedicated DataPipeline endpoints or its visual interface.
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- Asynchronous Scraping: ScraperAPI also allows you to submit thousands of scraping jobs to its Async Scraper. It handles the entire web scraping process asynchronously, including retries, and sends the data via a custom Webhook.
If you’re looking to scrape real estate data at scale without the hassle of managing proxies or CAPTCHAs, ScraperAPI is a reliable, efficient solution. With its automation, you can focus on what matters—analyzing the data.
Related: Learn how ScraperAPI compares against traditional proxy providers.
2. Oxylabs [City-Level Geotargeting]
Oxylabs is a top player in the proxy market, with a massive pool of over 102 million IPs. Its advanced geo-targeting and extensive proxy options make it a go-to for businesses that need to scrape property listings from multiple regions.
With residential, mobile, and datacenter proxies, Oxylabs offers high reliability and success rates, even when collecting large amounts of real estate data.
Why It’s Great for Real Estate
Oxylabs’ geo-targeting lets you zero in on specific cities or regions, ensuring accurate data collection, which is ideal for real estate market research.
Pricing
Oxylabs come with a higher price point, which can be a deterrent for most businesses. Still, if you need to scrape data at city level, it can be a great option.
It uses a result-based pricing structure, which is equivalent to receiving a 200 or 404 status code from your request. Either way, it is considered to be a “result” as a page has been returned. So, keeping an eye on 404 statuses is a must.
Key Features
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- Advanced Geo-Targeting: Perfect for scraping data from specific locations.
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- Huge Proxy Pool: Over 102 million IPs for high-volume requests.
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- API Integration: Seamless integration with enterprise systems for efficient data collection.
Related: Explore some of the best Oxylabs alternatives.