Zillow scraping 101: how to scrape Zillow data

Extract real estate housing data from Zillow.com. Scrape properties for sale and rent using the Zillow API without daily call limits.

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Leading real estate firms use web scraping to extract property prices, historical sales records, rental trends, and neighborhood statistics from property listing websites, such as Realtor, Trulia, and - of course - Zillow.

Zillow.com provides users with information on over 140 million homes, ranging from neighborhood demographics to in-depth property details.

To make collecting that data easier, there's Zillow Search Scraper. It simplifies extracting property information from real estate listings.

This simple step-by-step guide will teach you how to use it to collect the real estate data you need.

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How to scrape data from Zillow

Step 1. Go to Zillow Search Scraper and click Try for Free

Zillow Scraper is hosted on Apify Store, where you can try any of the thousands of tools for free by clicking the Try for free button.

Try Zillow Search Scraper for free
Try Zillow Search Scraper for free

If you don't have an Apify account, this will prompt you to sign up for a forever-free plan to get started. Otherwise, you'll be taken to your dashboard (Apify Console), where you can configure the scraper.

Zillow Search Scraper - Get started with a free plan
Get started with a free plan

Step 2. Add your desired Zillow URL

What data do you want to extract? Now you can start setting up the Zillow scraper. First, let’s go to Zillow and do a search so we have a starting point. Select the URL(s) related to your chosen categories (sale, rent, recently sold).

Use the + Add button to include one or more URLs based on your needs.
Use the + Add button to include one or more URLs based on your needs.
Choose the proper extraction method depending on your desired results.
Choose the proper extraction method depending on your desired results.

Step 3. Click Save & Start to run the scraper

While the Zillow Scraper is running, you’ll see the output of the data starts coming in, but it is not done until the status changes to Succeeded.

Save & start to run Zillow Search Scraper
Save & start to run Zillow Search Scraper
You can monitor your scraper and watch the process in the Apify console. Check logs for updates or issues.
You can monitor your scraper and watch the process in the Apify console. Check logs for updates or issues.

Step 4. View the results and download Zillow data

Step 4. View the results and download Zillow data
Step 4. View the results and download Zillow data

We extracted 45 results in a minute! Now, click the Export button to view and download your Zillow housing data.

Here's how you can export your Zillow dataset
Here's how you can export your Zillow dataset

Note that you can preview your results before downloading them. You can download and export Zillow data to Excel, JSON, CSV, and HTML.

Your Zillow dataset in JSON
Your Zillow dataset in JSON

Well done! That's it. You’ve just extracted Zillow's real state data in a couple of minutes!

You can also integrate this scraper with other Zillow scrapers, such as Zillow ZIP Code Search Scraper, which scrapes house listings by zip code area.

To scrape all available details from a Zillow listing, including the real estate agent's email address, parking features, and tour availability, use Zillow Detail Scraper.

Why use Zillow Scraper?

Zillow scraper lets you extract property information data at scale and download it in a number of structured formats, such as JSON, CSV, XML, or as an Excel file. You don’t even need programming or coding skills to use it. You can get more than 2,000 results for free.

Which data can I get from Zillow using this scraping tool?

🏠 Home type and status 🌳 Lot size
🏠 Full address: neighborhood, city, zipcode, street 💰 Price
🛏️ Bedrooms and bathrooms 📍 Longitude and latitude
📅 Date posted ⏳ Time on Zillow
📷 Photos 📝 Description
👀 Page view count ❤️ Favorite count
📞 Listed by 📩 Contact email
🔗 URL 🏢 ZPID
📆 Year built 🔮 Chance to sell faster
💸 Rent zestimate 💵 Zestimate

If you're unsure of how to use Zillow rental data, check out our real estate industry page. Price monitoring, competitor tracking, market research, and property finding. Web scraping has been revolutionizing the real estate industry, allowing you to do all these in a matter of seconds.

Is there an official Zillow data API?

Zillow offers multiple APIs, such as the Zillow Property Details API and the Zillow Neighborhood Data API, to enable easy access to its comprehensive real estate data.

Zillow Scraper allows you to extract data through Zillow data API without daily call limits.

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Zillow scraper goes beyond the limitations of Zillow API. It extracts data from the listing depending on its property type (For sale/Sold/For rent).

How can I use scraped Zillow housing data?

  • Use Zillow housing data to enhance your real estate business, offering extra information to your visitors.
  • Gather insights to forecast real estate market trends, monitor population shifts, and spot emerging popular neighborhoods.
  • Make wiser investment choices by staying up to date on market changes.
  • Automate real estate agency's lead generation to consistently attract and retain the right clients over time.
  • Train AI models to predict future trends and speed move when opportunities arise.
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Check out this case study about a talented researcher from Boston College who received a grant to look into property tax in the Massachusetts area. Discover how he used a Zillow web scraper to get that data ➜

FAQs

Do I need proxies for scraping Zillow?

Like other web scrapers built on the Apify platform, Zillow Scraper comes pre-configured with advanced anti-blocking features. It handles CAPTCHA solving, fingerprinting, and session management out of the box for you. No need to pay extra for anti-blocking services.

Yes, it is perfectly legal to scrape publicly available information from the web. Zillow provides a public directory of real estate listings, so scraping Zillow data is perfectly legal. Here you can learn more about the legality of scraping.

Can I use this tool for other tasks as a web scraping API?

Zillow Search Scraper is designed to scrape housing data from Zillow.com. You can feed scraped Zillow datasets through an API into any data project or visualization tool.

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Got a great idea for a real estate scraper? You can build your own from scratch!

Can I use Zillow API in Python?

Yes, by using Apify API. To get access to the Zillow Search API using Python, simply use the apify-client PyPI package. Learn more in the docs for Python Client.

Can I integrate this Zillow API with other apps?

Yes. Zillow Search Scraper can be connected with almost any web app thanks to integrations on the Apify platform. You can integrate Zillow with Zapier, Make, Slack, Airbyte, GitHub, Google Sheets, Google Drive, LangChain and more.

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