Top Zillow Web Scrapers of 2026
Zillow is one of the most popular real estate platforms in the US, packed with property listings, price estimates, rental data, and neighborhood insights. Whether you’re buying, selling, or just browsing out of curiosity, it’s all there in one place. But once you try working with that data at scale – analyzing trends, tracking prices, or building your own datasets – you’ll quickly run into limitations. That’s where dedicated scraping tools come in. In this article, we reviewed the best Zillow scrapers currently available on the market.
Top Zillow Scrapers of 2026:
1. Decodo (formerly Smartproxy) – Overall best Zillow scraper.
2. Zyte API – The fastest Zillow scraper.
3. Oxylabs – Performant scraper with robust infrastructure.
4. NetNut – Rapid scraper with some trade-offs
5. ScrapingBee – Convenient and reliable Zillow scraper.
What is Zillow Scraping?
Zillow scraping is simply a way to collect real estate data from Zillow without clicking through listings one by one like it’s 2009. You can pull information like listing prices, rent estimates, property details, and location data – and turn it into something you can actually analyze.
Now, just because the data is visible doesn’t mean you can go and storm it out. Zillow still has rules and scraping has to be done ethically. You will need to stay within their terms of service, respect their robots.txt, and avoid doing anything that could land you in legal trouble.
So, the data is there, but how you access and use it still matters.
What Data Can You Scrape from Zillow?
Zillow is a layered dataset of the housing market, updated in near real time. Depending on what you’re after, there’s plenty you can pull out of it. Some of the most commonly scraped data points include:
- Property prices. Listing prices, sold house prices, and rent estimates can be used to track market movements or compare areas.
- Property characteristics. You can scrape the basics that define a listing, including square footage, number of bedrooms and bathrooms, property type and lot size.
- Zestimate. Zillow have their own valuation model, often debated but still widely used for quick comparisons.
- Listing status. Whether a property is for sale, pending, recently sold, or off-market. Useful for tracking supply and demand.
- Location details. Addresses, ZIP codes, neighborhoods, and sometimes nearby schools or points of interest.
- Price history. Changes in listing price over time, which can reveal trends or seller behavior.
- Agent information. Names and agencies associated with listings, when available.
- Descriptions and images. Listing text and photos that give more context to the property.
Beyond individual listings, you can also scrape broader datasets – for example, entire neighborhoods, city-wide listings, rental markets, or newly listed properties over time.
Note: not every field is equally accessible. Some data is loaded dynamically, and consistency can vary depending on location and listing type.
How did Zillow scrapers perform in our research?
The rankings in this list are based on how each provider performed in our 2025 scraper API research. We tested them on Zillow under real conditions, measuring success rates and response times at a steady rate of two requests per second.
To ensure consistent results, we used each tool’s recommended setup for handling dynamic content. In some cases, that included enabling JavaScript rendering or using higher-quality proxy pools. To compare pricing, we also estimated a unified CPM (cost per 1,000 requests) based on a $500 usage scenario.
Zillow turned out to be one of the easier targets to unblock. This isn’t a site where everything breaks after three requests – you don’t need to bring a tank to a knife fight. The average success rate reached 97.85% at 2 requests per second, and none of the tested APIs fell below 80%. In other words, most tools were able to access the site reliably – the actual differences came down to speed, consistency, and pricing.
The Top Zillow Scrapers
1. Decodo (formerly Smartproxy)
Overall best Zillow scraper.
Try 100 MB for free.
Available tools:
General-purpose API
- Integration: API (real-time or async), SDK, or MCP
- Data parsing: manual or AI-generated parsing instructions
- Locations: 150+
- Pricing model: credits
- Pricing starts at: $19/mo for up to 38K requests
- Free trial: $1 credit, 14-day refund
Decodo’s Web Scraping API is a general-purpose tool – and more than enough for a target like Zillow.
In practice, using Decodo is a straightforward process. You can send a Zillow URL and get raw HTML back, or use its AI-powered parser to extract structured data like prices, property details, or listing status. If you don’t feel like digging through Zillow’s layout yourself, letting the parser do the work is usually the better call.
The infrastructure provides multiple integration methods – real-time and asynchronous requests, SDKs, and even MCP for agent-based workflows. Output formats include HTML, JSON, CSV, Markdown, and more, so you can shape the data however you need.
Performance-wise, Decodo handled Zillow almost effortlessly. It achieved a 99.98% success rate with an average response time of 3.35 seconds, putting it among the most reliable options in our tests. Pricing is credit-based, which works in your favor here. Requests tend to stay relatively cheap, though enabling JavaScript rendering to fully load listing data will increase the cost.
For more information and performance tests, read our Decodo review.
2. Zyte
The fastest Zillow scraper.
Available tools:
General-purpose API
- Integration:API (real-time), proxy, or SDK
- Data parsing: AI-extraction parser
- Locations: 150+ locations with country-level targeting
- Pricing model: pay as you go, subscription
- Starting price: $0.13 for 1k HTTPS responses, $1.01 for 1k browser-rendered responses
- Free trial: $5 platform credits for 30 days
Zyte, one of the more experienced scraping providers in the industry, The generic scraper comes packed with features you’d normally need for tougher targets – which makes Zillow a relatively easy job.
Its API handles proxies, retries, and ban detection on its own, so you can just point it at a Zillow page and let it do its thing. More importantly, Zyte offers AI-assisted data extraction, which can turn raw Zillow pages into structured data without manually defining selectors. For a site with dynamic layouts, that can save a lot of setup time.
Performance-wise, Zyte was the fastest tool we tested. It achieved a 99.98% success rate with an average response time of 1.11 seconds, making it the quickest option in the lineup.
Pricing is usage-based and depends on what features you enable. For simpler requests, prices can start from around $0.13 per 1,000 responses, while browser-rendered requests can go above $1 per 1,000. In practice, Zillow scraping usually sits closer to the lower end – unless you rely heavily on full rendering or AI extraction.
For more information and performance tests, read our Zyte review.
3. Oxylabs
Performant scraper with robust infrastructure.
Use the code Discount30 to get 30% off.
Available tools:
General-purpose API with a dedicated endpoint for Zillow search results
- Integration: API (real-time or async), proxy, MCP
- Data parsing: manual instructions (XPath, CSS, Regex) with savable presets, dedicated endpoint, AI parser generator
- Locations: 150+
- Pricing model: subscription; based on successful requests
- Pricing starts at: $49/mo for up to 98K requests
- Free trial: 7-day trial with 2K results
Oxylabs is one of the premium players in the scraping space, and its Web Scraper API brings pretty much everything you’d expect – strong infrastructure, flexible configuration, and AI-assisted tooling.
It also offers a dedicated Zillow endpoint, which simplifies the whole process. Instead of scanning the site’s structure yourself, you can query listings directly and get structured results with minimal setup. When it comes to parsing, you can either define selectors manually or use OxyCopilot to generate extraction logic from natural language.
Oxylabs delivered excellent results in our tests. It achieved a 99.98% success rate with an average response time of 3.40 seconds, so you can be certain about reliable service.
While Oxylabs sits on the higher end price-wise, it remains relatively affordable for the value it offers. There are regular and enterprise plans to fit different needs, though the lack of a pay-as-you-go option may be a drawback for more flexible use cases.
For more information and performance tests, read our Oxylabs review.
4. NetNut
Rapid scraper with some trade-offs.
Available tools:
Web Unblocker
- Integration: API (real-time or async), proxy
- Data parsing: not available
- Locations: 150+
- Pricing model: subscription; based on successful requests
- Pricing starts at: $99/mo for 66K results
- Free trial: 7 days for companies
NetNut is an established provider, best known for its proxies, but its Website Unblocker doubles as a capable scraping tool. It comes with a variety of features like JavaScript rendering, browser header customization, and multiple location options.
It handled Zillow without issues, reaching a commendable 99.87% success rate with an average response time of 2.77 seconds, overtaking bigger sharks in the scraping market.
The trade-off is flexibility. Targeting is limited to the country level, and there’s no built-in parser, so you’ll need to handle data extraction yourself.
Pricing starts at around $99/month, placing it on the higher end compared to some API-based tools. While you’re paying for strong infrastructure and reliability, this can feel a bit excessive for an easier target like Zillow.
For more information and performance tests, read our NetNut review.
5. ScrapingBee
Convenient and reliable Zillow scraper.
Available tools:
General-purpose API
- Integration: API (real-time), proxy, SDK, MCP
- Data parsing: manual or AI-generated parsing instructions
- Locations: 195+ locations with country-level targeting
- Pricing model: subscription based on API credits (5 credits = 1 request)
- Pricing starts at: $49/mo for 250K credits
- Free trial: 1K free API calls
ScrapingBee excels in simplicity, which is one of the reasons it made this list. Its API is easy to use, but still comes with enough features to handle sites like Zillow without much trouble.
You can send a request and get the page content, or use its AI Web Scraping features to extract structured data without touching CSS selectors or XPath. For Zillow listings, that can save a fair bit of setup time. Since the target isn’t particularly demanding, ScrapingBee’s lighter setup works in its favor.
In our tests, ScrapingBee performed well, even if it lagged behind the top performers in terms of response time. Still, it gets the job done without much friction – which is kind of the whole point.
Pricing is credit-based. Simple requests are cheap, but costs increase if you enable JavaScript rendering or premium proxies. There’s also a free trial with 1,000 credits if you want to try it out.
For more information and performance tests, read our ScrapingBee review.
Frequently Asked Questions About Zillow Scrapers
Short answer: usually yes. Longer answer: yes, if you do it ethically.
Zillow data is publicly accessible, which makes scraping it generally legal. But that doesn’t mean you can go full chaos mode. You still need to respect their terms of service, follow robots.txt, and avoid doing anything abusive or shady. Just because you can doesn’t mean you should spam 1,000 requests per second.
You can use an IP database like IP2Location. It allows up to 200 free IP checks per day. Look for “Usage Type” and “Proxy Type” fields.
Depends on what you care about. If you want speed, Zyte was the fastest in our tests. If you prefer something straightforward and flexible, Decodo and ScrapingBee are easy to work with. And if you want a more enterprise-grade setup with a dedicated Zillow endpoint, Oxylabs is hard to beat.
Proxy geek and developer.
- April 17, 2026