Scraping Zillow Real Estate Data using WebHarvy

Zillow is one of the largest online real estate marketplaces, providing an extensive database of over hundred million property listings. In this article we will explore the technique of scraping Zillow to unlock valuable real estate data, market trends and insights.

What is web scraping and what are the benefits of scraping Zillow?

Web Scraping is the process of automatically extracting large amounts of data from websites using software. Such software are called web scrapers or web scraping software. There are numerous benefits of scraping real estate data from Zillow as well as from other real estate websites like Realtor, Trulia etc.

Web Scraping helps to gather and analyze large volumes of property data quickly and efficiently, enabling informed decision-making and identifying valuable market insights. The scraped data can be used to monitor property market in terms of prices, rental yields, vacancy rates etc.

How to scrape property data from Zillow listings?

WebHarvy is a visual web scraping software which can be used to easily scrape data from any website. You may download and install WebHarvy in your computer and use it to scrape property data from any real estate website.

WebHarvy can be used to scrape the following property details from Zillow.

  1. - Property Address
  2. - Sale Price, Rental Price
  3. - Zestimate
  4. - Beds, Baths
  5. - Area, Parking Spaces
  6. - Amenities
  7. - Pricing and Tax History
  8. - Neighborhood details
  9. - Agent, Owner contact details
  10. - Days on Zillow, Year Built etc.
  11. - Property Images
  12. - Property Location (latitude, longitude)
  13. - etc.

The following video shows how WebHarvy can be used to scrape property data from Zillow property listings.

WebHarvy contains a built-in browser using which you can load and navigate web pages. To scrape data from Zillow, load within WebHarvy the property listings page at Zillow from which you need to scrape data and click on the start configuration button. (Know More)

scraping zillow property data

You can then click and select the data which you need to scrape from the page as shown in the above image. You can also follow links to open the individual property details pages and scrape additional data.

Scraping Owner Phone Numbers from Zillow FSBO listings

The following video shows how owner phone numbers can be extracted from Zillow's For Sale by Owner (FSBO) listings. Along with owner phone number, other data like property address, price, beds, baths, area etc. are also scraped.

How to scrape owner phone numbers from Zillow FSBO listings?

Scraping Real Estate Agent Contact Details

The video displayed below shows how real estate agent contact details including name, address, phone number and website can be extracted from Zillow listings.

Downloading Property Images from Zillow

In addition to scraping text, email addresses, URLs and content from HTML source of web pages, WebHarvy also supports downloading images. Multiple property images displayed by real estate websites can be automatically downloaded. Know more about scraping images.

The video displayed below shows how multiple property images from Zillow listings can be automatically downloaded using WebHarvy. The regular expression string used in the video to scrape images is src="([^"]*)

Refer: How to download multiple images automatically using WebHarvy?

How to scrape property location (latitude, longitude) from Zillow?

The location of properties listed on Zillow can be scraped from the HTML source code of the listings page using Regular Expressions. The video given below shows the steps which needs to be followed. The RegEx strings used to select latitude and longitude values can be found in the video description.

Scraping property data for a list of addresses

If you have a list of property addresses and need to extract property details from Zillow for each of them, then the keyword scraping feature of WebHarvy can be used. The following video demonstrates the steps involved.

Download the free trial of WebHarvy

We recommend that you try the free evaluation version of WebHarvy available for download. You may watch more demonstration videos related to Zillow scraping here.

Download and try the free 15 days evaluation version of WebHarvy

Need Help?

To get started, we highly recommend that you refer this link. For further assistance you may please contact our technical support by providing details regarding your requirement or problem faced.


  1. Scraping property data from real estate websites
  2. Scrape Zillow with No Code
  3. How to scrape owner phone numbers from Zillow FSBO listings?
  4. How to scrape Zillow agent phone numbers?