Zillow Property Details Scraper

What is a Zillow Property Details Scraper?

A Zillow Property Details Scraper is a tool to extract real estate data from Zillow. It helps users collect property details, pricing, tax history, and school information. This data is useful for real estate professionals, investors, and analysts.

What Data Can Be Scraped Using Zillow Property Details Scraper?

A Zillow scraper can extract various property-related details, including:

• Property Information – Address, price, square footage, lot size, year built, and Zestimate.
• Home Features – Number of beds, baths, flooring, HVAC system, and additional amenities.
• Agent Details – Listing agent name, license, and contact information.
• Financial Data – Tax history, assessed value, HOA fees, and mortgage estimates.
• School Information – Assigned schools, ratings, grade levels, and distances.
• Community Details – Neighborhood features, security, and local utilities.

This data can be leveraged for market analysis, price comparisons, investment decisions, and more.

How It Works?

Getting started with Zillow Property Details Scraper is simple and user-friendly. Just follow these steps:

1. Create Your Account: Sign up or log in to your account on MrScraper. It’s quick, easy, and free to get started.

2. Initiate Scraping: Select “New ScrapeGPT” on the homepage and paste the Zillow property page's URL you wish to scrape.

3. Process the Page: Let ScrapeGPT process the selected page. The tool will analyze the page to identify and extract relevant data.

4. Enter a Prompt: Type in your prompt, such as “Get all the data”, and ScrapeGPT will handle the rest seamlessly.

5. Download Your Data: Once the scraping is complete, download the data in your preferred format—JSON or CSV—for easy analysis and integration into your workflow.

Input Url

https://www.zillow.com/homedetails/4522-Ocean-View-Blvd-La-Canada-Flintridge-CA-91011/20926188_zpid/

Sample Output

The data extracted can be provided in JSON formats, ensuring compatibility with your workflow. For example:

Sample Output (JSON)

{
    "address": "4522 Ocean View Blvd, La Canada Flintridge, CA 91011",
    "price": "$1,450,000",
    "beds": 3,
    "baths": 1,
    "full_baths": 1,
    "sqft": 903,
    "lot_size": "7,501 sqft",
    "year_built": 1947,
    "zestimate": "$1,507,400",
    "price_per_sqft": "$1,606/sqft",
    "hoa": "N/A",
    "description": "Great Opportunity to Remodel, Build new, or Add to create value!! Single-story estate in the heart of La Canada Flintridge. Nestled on a prime lot, this cozy home boasts exquisite curb appeal with lush landscaping and a grand entrance. large 7,501 SQFT. lot, offering opportunity to remodel or build. Step inside to discover a seamless open floor plan, abundant natural light. Retreat to the luxurious primary suite, a private oasis with a spa-like ensuite bathroom, dual vanities, a soaking tub, and a spacious walk-in closet. Additional bedrooms offer generous space and comfort, ideal for family or guests. The backyard is a true sanctuary, featuring a serene patio, and ample space for outdoor gatherings or relaxation. Located in the award-winning La Canada Unified School District, this home offers easy access to premier shopping, dining, and entertainment. A rare opportunity to build a new, remodel or add some SQFT. on larger land!!",
    "listing_agent": {
        "name": "Andy Sohn",
        "license": "DRE #01965394",
        "phone": "949-508-1111",
        "broker": "Christie's International"
    },
    "utilities": {
        "sewer": "Public Sewer",
        "water": "Public",
        "electricity": "Connected",
        "natural_gas": "Connected"
    },
    "community": {
        "features": "Suburban",
        "security": [
            "Carbon Monoxide Detector(s)",
            "Smoke Detector(s)"
        ],
        "hoa": "No"
    },
    "tax_info": {
        "assessed_value": "$900,000",
        "annual_tax": "$10,133",
        "tax_history": [
            {
                "year": 2024,
                "property_taxes": "$10,133",
                "tax_assessment": "$900,000"
            },
            {
                "year": 2023,
                "property_taxes": "$2,230",
                "tax_assessment": "$164,280"
            },
            {
                "year": 2022,
                "property_taxes": "$1,998",
                "tax_assessment": "$161,060"
            }
        ]
    },
    "schools": [
        {
            "name": "Mountain Avenue Elementary School",
            "rating": "8/10",
            "grades": "K-6",
            "distance": "0.5 mi"
        },
        {
            "name": "Rosemont Middle School",
            "rating": "9/10",
            "grades": "7-8",
            "distance": "0.7 mi"
        },
        {
            "name": "Crescenta Valley High School",
            "rating": "10/10",
            "grades": "9-12",
            "distance": "1 mi"
        }
    ],
    "travel_times": "Zillow last checked: 7 hours ago",
    "listing_updated": "March 08, 2025 at 02:17pm",
    "parcel_number": "5870010031",
    "zoning": "LFR1*"
}

## Is Scrape Data from Zillow Web Legal?
Web scraping legality depends on the website’s terms of service (ToS) and applicable data privacy laws. Zillow restricts automated scraping in its ToS, and unauthorized data collection may result in legal consequences. It is recommended to:  

- **Check Zillow’s Terms of Use** before scraping.  
- **Use Zillow’s official API** where possible.  
- **Respect robots.txt and rate limits** to avoid excessive requests.  
- **Scrape only public, non-sensitive data** and avoid storing personal information. 

Conclusion

A Zillow Property Details Scraper enables users to extract valuable real estate data efficiently. Whether for investment research, price tracking, or competitive analysis, it provides critical insights. However, users should always follow ethical scraping practices and ensure compliance with legal guidelines.

Frequently Asked Questions

What data can you extract with a Zillow Property Details Scraper?

A Zillow Property Details Scraper can extract property address, asking price, Zestimate, price per square foot, beds, baths, square footage, lot size, year built, home features, listing agent details, utilities, HOA information, tax history, assessed values, assigned school names and ratings, and neighborhood or community details — all from a single property page.

What is a Zillow Property Details Scraper used for?

A Zillow Property Details Scraper is used to collect comprehensive property data — pricing, Zestimates, tax history, school ratings, and agent details — from individual Zillow listing pages. Real estate investors, analysts, and proptech developers use it to build property valuation models, research neighborhoods, track price and assessment histories, and power investment decision tools.

How do I scrape Zillow property details using MrScraper?

To scrape Zillow property data with MrScraper, sign up for a free account, select "New ScrapeGPT," paste the Zillow property page URL (e.g., zillow.com/homedetails/...), and enter a prompt like "Get all the data." ScrapeGPT processes the page and extracts structured property data, including tax history and school ratings, downloadable as JSON.

What format is Zillow property data exported in?

Zillow property detail data extracted with MrScraper is exported as JSON. The output uses nested objects for listing agent details, utilities, community features, tax history (with year-by-year records), and school ratings — making it straightforward to feed into real estate databases, valuation models, or investor research pipelines without additional data transformation.

Can I scrape Zillow's Zestimate home value estimates?

The Zestimate is Zillow's proprietary valuation model and is visible on public property pages, meaning a scraper can capture the displayed figure. However, Zillow's ToS prohibits automated extraction, and the former public Zestimate API was shut down in 2021. Extracting and republishing Zestimates at scale or using them in competing products carries particular IP and ToS risk.

Can I scrape agent contact details from Zillow property listings?

Zillow property pages display listing agent names, license numbers, phone numbers, and brokerage details publicly. A scraper can extract these fields, but using agent contact data for bulk marketing outreach may violate Zillow's ToS and potentially US state-level real estate and telemarketing regulations. Collect agent data only for research purposes and handle any personal data in compliance with applicable privacy laws.

How does scraping Zillow compare to scraping Redfin or Realtor.com?

All three major US real estate portals explicitly prohibit automated scraping in their Terms of Service. Zillow has the richest individual property detail pages — including Zestimate, tax history, and school ratings — but carries the highest enforcement risk given its ongoing FTC litigation. Redfin and Realtor.com have similar data depth but are generally considered lower-profile targets for enforcement.

What are the best use cases for extracting Zillow property details?

Extracting Zillow property details is most suited to personal research, academic studies, real estate investment analysis, neighborhood school quality research, and building proof-of-concept proptech tools. For production applications, licensed real estate data providers like ATTOM Data or Estated offer structured property data — including tax history and assessments — in a fully compliant and more reliable format than scraping.