Zillow Real Estate Scraper

🏡 What is Zillow Real Estate Scraper?

This Zillow Real Estate Scraper lets you extract data from real estate listings on Zillow.com. It enables you to search properties in any location and extract detailed information, such as full addresses, price, description, URL, photos, number of bedrooms and bathrooms, and all other information available.

🚪 What can this Zillow Scraper do?

Zillow Real Estate Scraper is a data extraction tool created to go beyond the limitations of Zillow API. It extracts Zillow data from the listing depending on its property type (For sale/Sold/For rent). With this scraping tool, you can:

📈 Extract Zillow market data from house listings on Zillow at scale

🏡 Get full Zillow listings data including price, availability, home type, address, date of posting, etc.

📩 Extract full address, price, posted date, contact email, zestimate, photos, and other details from agencies registered on the platform

☄️ Get more than 1,000 results for free

⬇️ Download Zillow real estate data in Excel, CSV, JSON, and other formats

🌳 What Zillow data can I extract using this tool?

Our Zillow Scraper is capable of extracting data such as:

📚 How do I scrape Zillow?

Zillow Real Estate Scraper was designed for an easy start even if you've never extracted data from the web before. Here's how you can scrape Indeed job data with this tool:

1. Create a free Apify account using your email.
2. Open Zillow Real Estate Scraper.
3. Add one or more Zillow URLs, keywords, zipcodes or ZPIDs to scrape available listings.
4. Click "Start" and wait for the data to be extracted.
5. Download your data in JSON, XML, CSV, Excel, or HTML.

For a step-by-step guide on how to scrape Zillow data, follow our tutorial.

⬇️ Input

There are four ways you can scrape Zillow:

1. Scraping using Search will get you data by destination or any other keyword.
2. Scraping using Zillow URL will get you the details from a chosen listing on Zillow. You can add as many URLs as you want.
3. Scraping Zillow by Property IDs (ZPID) will allow you to get Zillow data by known ZPIDs. You can add as many URLs as you want.
4. Scraping Zillow by Zipcodes will enable you to get Zillow listings from a specific area.

You can then configure the scraper on which content you want to scrape (property type, date posted, extra results of neighbouring areas, adjusting the zoom level).

⬆️ Output example

The scraped property homes will be shown as a dataset which you can find in the Output or Storage tabs. Note that the output will first be organized as a table for viewing convenience:

You can preview all the fields and choose in which format to download the data you’ve extracted: JSON, Excel, HTML table, CSV, or XML. Here below is the same dataset in JSON:

{ "homeStatus": "FOR_SALE",
  "price": 725000,
  "address": {
    "streetAddress": "11329 Woodcock Ave",
    "city": "Pacoima",
    "state": "CA",
    "zipcode": "91331",
    "neighborhood": null,
    "community": null,
    "subdivision": null
  },
  "yearBuilt": 1964,
  "bedrooms": 3,
  "bathrooms": 2,
  "livingArea": 1200,
  "lotSize": 7023,
  "url": "https://www.zillow.com/homedetails/11329-Woodcock-Ave-Pacoima-CA-91331/20086305_zpid/"
},
{
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  "price": 729000,
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},
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    "https://photos.zillowstatic.com/fp/d917aae145982c73afdb407e4fd4d756-p_d.jpg",
    "https://photos.zillowstatic.com/fp/f83569251d3ac0da4c6965f1d8f4b063-p_d.jpg",
    "https://photos.zillowstatic.com/fp/9952f5d5e8ccec08c9ad074b6583863a-p_d.jpg",
    "https://photos.zillowstatic.com/fp/826ed28cbbfa24046bb37133fd1a285e-p_d.jpg",
    "https://photos.zillowstatic.com/fp/a36f75aa8fd23f5ddbef889571c95c28-p_d.jpg",
    "https://photos.zillowstatic.com/fp/e0c25658d72efad6928446f8cc18c1f5-p_d.jpg",
    "https://photos.zillowstatic.com/fp/070f3be1f79e07b24268af65f1e3e8df-p_d.jpg",
    "https://photos.zillowstatic.com/fp/d6854e2e9d3fe3b43c88a5d36ae014ac-p_d.jpg",
    "https://photos.zillowstatic.com/fp/88578e73b70b03e43fe68efdde95526f-p_d.jpg",
    "https://photos.zillowstatic.com/fp/fcb09e4af0550a0a4b61574636f8e61e-p_d.jpg",
    "https://photos.zillowstatic.com/fp/de7a35c2c991392d462ab6e61e2e804d-p_d.jpg",
    "https://photos.zillowstatic.com/fp/524e93b84e25ba77eba367f80915301c-p_d.jpg",
    "https://photos.zillowstatic.com/fp/2800738a88dcaf2b5c1280b360bfbddf-p_d.jpg",
    "https://photos.zillowstatic.com/fp/cf8533c76fa9e007f9943cc59dd21ec3-p_d.jpg",
    "https://photos.zillowstatic.com/fp/aecd9922d230f7307d2d3f35b69d3a75-p_d.jpg"
  ],
  "homeStatus": "FOR_SALE",
  "price": 150000,
  "address": {
    "streetAddress": "10932 Vanowen St",
    "city": "North Hollywood",
    "state": "CA",
    "zipcode": "91606",
    "neighborhood": null,
    "community": null,
    "subdivision": null
  },
  "yearBuilt": 0,
  "bedrooms": 0,
  "bathrooms": 0,
  "livingArea": 2000,
  "lotSize": 87120000,
  "url": "https://www.zillow.com/homedetails/10932-Vanowen-St-North-Hollywood-CA-91606/2055089080_zpid/"
},
...

❓FAQ

What are the disadvantages of Zillow API?

Zillow has a great API, but it does impose some restrictions on users, such as the number of API calls per page at the same time. This scraper actually uses the Zillow API, but it recursively splits the map four ways to overcome the limits per search. To limit the number of results, you can set the maximum depth of the four-way split zooms. This is done using the maxLevel field.

Note that because of the startup time, it is much more efficient to run one longer scrape (at least one minute) than a bunch of shorter ones.

How does Zillow Scraper overcome Zillow API limits?

To overcome the Zillow API limits of 1,000 calls per day and 20 calls per page, the scraper uses Zillow's internal API to search for homes on a rectangular section of a map.

Note that the limit at the time of creating this Actor was 500 results per page, so the calculations below are based on that figure.

If the number of results on the map is higher than 500, the map will be split into four quadrants and zoomed. Each of these quadrants is searched for homes and can again contain 500 results (that means using 1 split, we've increased the total result limit to 2,000). Unless the result count in the quadrant is less than 500 (no need to split anymore), the quadrant is split again and so on. To limit this behavior, you can set the maxLevel attribute. That way, the map will be split only a maximum of maxLevel times, even if the number of results is higher than 500.

Why would anyone scrape Zillow?

Zillow has over 110 million properties in its database, more than 245 million monthly unique visitors, and 80% of all homes in the United States have been viewed on the website.

So what could you do with all that real estate listings data?

• Use the data to add value to your real estate business by providing extra information to your visitors.
• Extract business intelligence to predict the future of the real estate market, track demographic changes, and identify popular new neighborhoods.
• Make smarter investment decisions by ensuring that you understand how the market is changing.
• Automate real estate agency lead generation and make sure that you can find, and keep, the right clients in the long term.
• Find new ways to provide tech services to real estate agencies and local listing agencies.
• Train AI models to predict future trends and act fast when opportunities arise.

These are just some ideas to get you thinking about how web scraping can give you the data you need.

Can I integrate Zillow Scraper with other apps?

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

Or you can use webhooks to carry out an action whenever an event occurs, e.g. get a notification whenever Zillow Scraper successfully finishes a run.

Can I use Zillow Scraper data with API?

Yes, by using Apify API. it gives you programmatic access to the Apify platform. The API is organized around RESTful HTTP endpoints that enable you to manage, schedule, and run Apify actors. The API also lets you access any datasets, monitor actor performance, fetch results, create and update versions, and more.

To access the API using Node.js, use the apify-client NPM package. To access the API using Python, use the apify-client PyPI package.

Check out the Apify API reference docs for full details or click on the API tab for code examples.

Is it legal to scrape Zillow data?

It is legal to scrape publicly available data such as property prices, availability, or street address. However, you should be aware that the results from your Zillow scrape might contain personal information.

Personal data is protected by GDPR (EU Regulation 2016/679), and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, please consult your lawyers. You can also read our blog post on the legality of web scraping.