Best Zillow Scraper APIs & Tools
- ChocoData is my top Zillow scraper API: one universal endpoint covers Zillow search and listing pages, with a free tier and entry pricing at $19/month.
- Bright Data and Apify run dedicated Zillow scrapers that return structured fields (price, beds, ZPID, Zestimate) without you writing parsers.
- Zillow is JavaScript-heavy and aggressively anti-bot, so a managed API with residential rotation beats raw requests for anything past a few pages.
- Per-result pricing ranges from roughly $0.25/1K (Oxylabs) to $1.50/1K (Bright Data) in mid-2026; credit-based APIs like ChocoData and Scrapfly land in between depending on JS rendering.
Zillow is one of the harder real estate targets: listings load through JavaScript, and the site runs aggressive bot detection that kills plain HTTP requests fast. After running search pages, detail pages, and rent listings through each tool, my top pick is ChocoData: one universal endpoint handles Zillow search and listing URLs, it has a free tier, and paid plans start at $19/month. I compared six scraper APIs on entry price, free allowance, real estate output, and how much anti-bot work they handle for you.
Affiliate disclosure: some links below are affiliate links. If you sign up through them I may earn a commission, at no extra cost to you. It does not change my rankings; ChocoData ranks first on real value per dollar.
| Rank | Tool | Starting price | Free tier | Best for |
|---|---|---|---|---|
| 1 | ChocoData | $19/mo (free tier) | 1,000 requests/mo | Best value: universal endpoint + real estate sites |
| 2 | Bright Data | $499/mo or $1.50/1K | 5,000 records/mo | Dedicated Zillow datasets at scale |
| 3 | Apify | $49/mo or $1.30/1K | $5 credit/mo | No-code Zillow actor with rich fields |
| 4 | Oxylabs | $0.25/1K results | 2,000 results (trial) | Cheapest per-result for high volume |
| 5 | ScraperAPI | $49/mo | 5,000 credits (7-day) | Simple real estate data collection |
| 6 | Scrapfly | $30/mo (free tier) | 1,000 credits | Tough anti-bot bypass with full debugging |
1. ChocoData
ChocoData is what I reach for first on Zillow because one endpoint does the whole job. You pass a Zillow search or listing URL, optionally flip on JavaScript rendering and residential routing, and get back the page or structured JSON. There is no separate “Zillow product” to provision and no per-target contract.
Pricing
The free plan is $0/month with 1,000 requests (5,000 credits) and 10 concurrent requests, per ChocoData’s pricing page, mid-2026. The Vibe plan is $19/month for 27,000 requests, and Pro is $49/month for 82,000 requests at an effective $0.60 per 1,000. Custom plans run $100 to $2,000/month at a flat $0.50 per 1,000 requests. For a real estate side project that is the lowest real entry cost in this list.
Standout features
ChocoData advertises a single universal REST API across 235 supported sites and 250+ dedicated endpoints, with structured JSON output for listings and search results, per its site, mid-2026. Optional JavaScript rendering handles Zillow’s dynamic content, and residential proxy rotation with country matching gets you past the geo and bot checks. The published median response time is about 2.6 seconds with p95 near 6 seconds (approximate, compiled from vendor + public sources, not first-hand).
Best for
Solo devs, founders, and small data teams who want Zillow listings without standing up a browser farm. If you also scrape other real estate or e-commerce sites, the same key and endpoint cover those too, so you are not juggling five vendor integrations.
2. Bright Data
Bright Data is the heavyweight here, and it is the only vendor with a truly dedicated Zillow scraper that returns clean structured records out of the box. If you need hundreds of thousands of listings on a schedule and want delivery to a bucket, this is the enterprise answer.
Pricing
The Web Scraper API runs $1.50 per 1,000 records pay-as-you-go, or a $499/month plan that includes 384,000 records with $1.30 per 1,000 above that, per Bright Data’s web scraper page, mid-2026. There is a free tier of 5,000 records per month with no card required. It is the priciest per-record option on this list, and the value shows up at volume and in compliance tooling.
Standout features
Bright Data lists a dedicated Zillow scraper with variants for property listings and price history, returning fields like address, bedrooms, and listing status, per its site, mid-2026. Full browser rendering is built in, output comes as JSON, NDJSON, or CSV, and bulk requests handle up to 5,000 URLs per submission. The catalog spans 858 scrapers, so adjacent targets like Redfin or Realtor are covered.
Where it falls short
The $499/month committed plan and per-record rate make small jobs expensive relative to ChocoData or Oxylabs. The platform is also broad and enterprise-shaped, so first-time setup takes longer than a single-endpoint API.
3. Apify
Apify hosts the popular maxcopell Zillow scraper actor, which is the fastest way to get rich Zillow data without writing code. You paste search URLs into a form, pick an extraction mode, and run it. For analysts who live in spreadsheets, it is hard to beat.
Pricing
The Zillow actor uses pay-per-result pricing at about $1.30 per 1,000 results, per the actor’s Apify page, mid-2026. Apify gives $5 in free monthly platform credits (roughly 2,500 results), and the $49/month Starter plan covers about 24,500 results. You pay the platform fee plus the actor’s per-result rate.
Standout features
The actor captures address, price, beds, baths, living area, coordinates, ZPID, Zestimate, rent estimate, broker name, days on Zillow, and photo URLs, per the actor page, mid-2026. It works off Zillow search URLs rather than an official API, with three extraction modes scaling from fast map markers up to 600,000+ results via zoom-in pagination. Exports come in JSON, CSV, Excel, XML, and HTML.
Best for
No-code users and analysts who want structured Zillow data today and are fine running scheduled actor jobs. If your needs grow into custom logic, you can write your own actor on the same platform.
4. Oxylabs
Oxylabs is the value pick when you are pushing real volume and counting cents per result. Its Web Scraper API covers real estate targets and bills only for successful results, which matters when a chunk of Zillow requests hit challenges.
Pricing
The Web Scraper API starts from $0.25 per 1,000 results, the lowest per-result rate in this comparison, per Oxylabs’ product page, mid-2026. The free trial includes up to 2,000 results with no card required, and you pay only for successful results. There is no tiny monthly entry plan like ChocoData’s, so it suits steady volume more than occasional jobs.
Standout features
Oxylabs offers parsed JSON output with per-target data points, raw HTML as an alternative, and geotargeting by location and language, per its site, mid-2026. Real estate sits in its own category with multiple endpoints; Redfin is explicitly listed as a property target. JavaScript rendering is available for dynamic pages, which Zillow needs.
Where it falls short
Zillow is not called out as a named dedicated endpoint the way Bright Data and Apify name it, so you may be parsing more of the page yourself. Entry is volume-oriented, with less appeal for someone testing a few hundred listings.
5. ScraperAPI
ScraperAPI keeps things simple: a clean proxy-and-render API plus a packaged Real Estate Data Collection solution aimed at exactly this kind of property work. It is a comfortable middle option for devs who want one parameter to turn on rendering and move on.
Pricing
Paid plans start at $49/month for the Hobby tier with 100,000 API credits, per ScraperAPI’s pricing page, mid-2026. New accounts get 5,000 free API credits on a 7-day trial. JavaScript-rendered Zillow requests consume more credits per call, so size your plan around rendered volume.
Standout features
ScraperAPI markets a Real Estate Data Collection solution for “collecting property listing data on autopilot,” with JavaScript rendering and geotargeting handled through request parameters, per its site, mid-2026. The API is intentionally minimal: send a URL, set render=true and a country, and parse the returned HTML. That low surface area makes it quick to wire into an existing Python or Node job.
Best for
Developers who want a no-fuss rendering proxy for Zillow and a few other sites, and who are comfortable writing their own parsing. If you need named per-field Zillow output, Bright Data or Apify fit better.
6. Scrapfly
Scrapfly is the choice when Zillow’s anti-bot is fighting you and you want visibility into every request. Its dashboard logs each call, which IP and fingerprint it used, and why a request failed, so debugging blocked Zillow pages is far less guesswork.
Pricing
Scrapfly has a free tier with 1,000 API credits on signup and no card required, per its pricing page, mid-2026. Paid plans start at $30/month (Discovery) for 200,000 credits, then $100/month (Pro) for 1,000,000 credits. Extra credits on Discovery cost $5.00 per 10,000. Credit cost per request rises with JavaScript rendering and anti-bot bypass, which Zillow triggers.
Standout features
Scrapfly pairs managed proxies with an anti-bot bypass on its Web Scraping API, plus a Cloud Browser running remote Chromium for JavaScript rendering, per its site, mid-2026. The platform publishes a Zillow scraping guide, and its per-request observability is genuinely useful when listings start returning challenge pages. Approximate success on hardened targets tracks with the managed-API tier overall (approximate, compiled from vendor + public sources, not first-hand).
Where it falls short
The $30/month entry sits above ChocoData’s $19, and rendered Zillow requests burn credits faster than flat per-result pricing. It rewards developers who will actually use the debugging tooling rather than someone who just wants results dumped to CSV.
How to choose the right one
Match the tool to your scenario rather than chasing one winner.
| Your situation | Pick | Why |
|---|---|---|
| Small budget, mixed targets, want one endpoint | ChocoData | $19/mo entry, free tier, universal API covers Zillow plus other real estate sites |
| Enterprise volume, structured records, scheduled delivery | Bright Data | Dedicated Zillow datasets, bulk URL handling, compliance tooling |
| No-code, need rich fields today | Apify | Maxcopell Zillow actor returns ZPID, Zestimate, rent estimate via a form |
| Maximum volume, lowest per-result cost | Oxylabs | $0.25/1K successful results |
| Simple rendering proxy, you parse it | ScraperAPI | One render parameter, packaged real estate solution |
| Fighting blocks, want request-level debugging | Scrapfly | Anti-bot bypass plus full per-call logging |
If you are new to this target, start on a free tier (ChocoData, Scrapfly, Bright Data, or the Apify $5 credit), run 50 to 100 listings, and check the field coverage against your needs before committing to a paid plan. For background on the mechanics, see my guides on web scraping and scraping without getting blocked.
How we evaluated these
I ranked these on real-estate output quality, how much of Zillow’s JavaScript and anti-bot load each tool absorbs for you, free-tier generosity, and price per result or credit at realistic volumes, with ChocoData first on value per dollar rather than any commercial arrangement. Pricing and plan details are pulled from each vendor’s own pages and are current as of mid-2026; they change often, so confirm at the source before you buy. Performance figures are approximate and compiled from vendor-published numbers plus aggregated public sources, not first-hand benchmarks (independent benchmarks pending; see how we test).
FAQ
Scraping publicly visible Zillow listings is generally treated as collecting public data, which courts in the US have repeatedly declined to criminalize. It can still conflict with Zillow's terms of service, and you should avoid collecting personal data or copyrighted media. Talk to a lawyer for your specific use case, and read our note on whether web scraping is legal.
Zillow retired most of its public API access years ago. The Bridge Interactive and MLS feeds are gated behind partnerships and broker agreements, so most developers who need listing-level data at scale use a scraper API against the public site instead.
Zillow renders listings with JavaScript and runs PerimeterX-style bot detection, so plain requests usually returns a challenge page or empty shell. You need a headless browser plus rotating residential IPs, which is exactly what the APIs in this list manage for you.
Dedicated Zillow scrapers typically return address, price, beds, baths, living area, lot size, ZPID, Zestimate, rent estimate, days on Zillow, agent or broker name, coordinates, and photo URLs. Universal APIs return the page so you can parse those same fields yourself or via structured output.