US Real Estate Scraper

Scrape property listings across Zillow (for-sale) and Zumper (rentals) in a single Actor run. Get prices, beds, baths, sqft, photos, coordinates, amenities, and more — all normalized into one consistent schema.

Why This Actor?

Most real estate scrapers cover only one site. This Actor aggregates multiple sources into a unified output schema, so you can compare for-sale and rental listings without juggling different data formats.

• Zillow — #1 US real estate site (280M monthly visits, 55%+ market share). For-sale listings with full property details.
• Zumper — Fast-growing rental platform (6.5M monthly visits). Rental listings with pricing, amenities, pet policies, and ratings.

Features

• Multi-site aggregation — Zillow + Zumper in one run, unified schema
• For-sale + Rental — Covers both buying and renting markets
• Rich data — 20+ fields per listing including GPS coordinates, images, amenities
• Fast — HTTP-only extraction (no browser), typical run completes in under 10 seconds
• Price & property type filters — Narrow results by price range and property type
• Graceful degradation — If one site fails, the others still return results

Output Fields

Standard Fields (All Sites)

Field	Type	Description
source	string	Site the listing came from (zillow or zumper)
listingId	string	Site-specific listing ID
address	string	Street address
city	string	City name
state	string	State code (e.g. NY)
zipCode	string	ZIP code
price	integer	Listing/rent price in USD
beds	integer	Bedrooms
baths	number	Bathrooms (decimal, e.g. 2.5)
sqft	integer	Living area in square feet
propertyType	string	House, Condo, Townhouse, Apartment Complex, etc.
status	string	For Sale or For Rent
yearBuilt	integer	Year built (Zillow only)
latitude	number	GPS latitude
longitude	number	GPS longitude
listingUrl	string	Direct URL to listing page
imageUrl	string	Primary photo URL
daysOnMarket	integer	Days listed (Zillow only)
scrapedAt	string	ISO 8601 timestamp

Zumper Bonus Fields (Rentals)

Field	Type	Description
propertyName	string	Building/property name
priceMax	integer	Upper end of rent range
bedsMax	integer	Maximum bedrooms available
bathsMax	number	Maximum bathrooms available
phone	string	Leasing office phone number
neighborhood	string	Neighborhood name
rating	number	Property rating (out of 10)
petsAllowed	boolean	Whether pets are allowed
amenities	array	List of amenity tags

Input Parameters

Parameter	Type	Required	Default	Description
location	string	Yes	—	City and state, e.g. "New York, NY"
sites	array	No	["zillow","zumper"]	Which sites to scrape
maxResults	integer	No	50	Total listings to collect (split across sites)
propertyType	string	No	any	house, condo, townhouse, apartment, land
minPrice	integer	No	—	Minimum price in USD
maxPrice	integer	No	—	Maximum price in USD

Example: For-Sale Listings

{
  "location": "Austin, TX",
  "sites": ["zillow"],
  "maxResults": 50,
  "propertyType": "house",
  "maxPrice": 600000
}

Output:

{
  "source": "zillow",
  "listingId": "81543210",
  "address": "1234 Maple Ave",
  "city": "Austin",
  "state": "TX",
  "zipCode": "78701",
  "price": 549000,
  "beds": 3,
  "baths": 2.0,
  "sqft": 1850,
  "propertyType": "SINGLE_FAMILY",
  "status": "For Sale",
  "yearBuilt": 2003,
  "latitude": 30.2672,
  "longitude": -97.7431,
  "listingUrl": "https://www.zillow.com/homedetails/...",
  "imageUrl": "https://photos.zillowstatic.com/fp/abc123.jpg",
  "daysOnMarket": 12,
  "scrapedAt": "2026-04-02T09:15:00+00:00"
}

Example: Rental Listings

{
  "location": "New York, NY",
  "sites": ["zumper"],
  "maxResults": 25
}

Output:

{
  "source": "zumper",
  "listingId": "63457759",
  "address": "2840 Atlantic Avenue",
  "city": "New York",
  "state": "NY",
  "zipCode": "11207",
  "price": 2300,
  "beds": 0,
  "baths": 0,
  "sqft": null,
  "propertyType": "Apartment Complex",
  "status": "For Rent",
  "latitude": 40.6763,
  "longitude": -73.8890,
  "listingUrl": "https://www.zumper.com/apartment-buildings/p1528434/...",
  "imageUrl": "https://img.zumpercdn.com/873992950/1280x960",
  "propertyName": "The Highland",
  "priceMax": 3688,
  "bedsMax": 2,
  "bathsMax": 2,
  "phone": "(516) 619-3153",
  "neighborhood": "East New York",
  "rating": 9.7,
  "petsAllowed": false,
  "amenities": ["Granite Countertop", "Fitness Center", "Stainless Steel Appliances"],
  "scrapedAt": "2026-04-02T10:37:38+00:00"
}

Use Cases

• Real estate investors — Screen markets by price, size, and days on market across for-sale and rental
• Renters — Compare rental prices, amenities, and pet policies across neighborhoods
• PropTech analytics — Build price heatmaps, neighborhood comparisons, rental yield analysis
• Lead generation — Find listings with phone numbers for direct outreach
• Market research — Compare for-sale vs rental inventory and pricing across US metros

Supported Locations

Works for any US city. Major metros have pre-mapped region IDs for best Zillow coverage: New York, Los Angeles, Chicago, Houston, Phoenix, Philadelphia, San Antonio, San Diego, Dallas, San Francisco, Seattle, Denver, Austin, Nashville, Miami, Atlanta, Boston, Las Vegas, Portland, Minneapolis, Charlotte, Detroit, Baltimore.

Performance

Site	Method	Results/Page	Typical Speed
Zillow	Internal API	Up to 40	~2 seconds
Zumper	SSR JSON extraction	25	~1.5 seconds

A default run (50 results, 2 sites) completes in under 10 seconds.

Technical Details

• curl_cffi with Chrome 136 TLS fingerprint impersonation
• Zillow: internal PUT /async-create-search-page-state JSON API
• Zumper: window.__PRELOADED_STATE__ Redux store extraction
• Built-in proxy support via Webshare residential IPs
• Optional Apify Proxy support for advanced users