Zumper Rental Scraper

Extract rental listings from Zumper.com - a premium rental marketplace featuring verified landlords, ratings, and Airbnb-friendly properties across the US.

Features

• Location-Based Search: Search any US city or metro area
• Property Type Filtering: Apartments, houses, condos, townhomes, rooms
• Price Range Filters: Set minimum and maximum rent
• Bedroom Filters: Filter by number of bedrooms
• Airbnb-Friendly Filter: Find rentals that allow subletting
• Landlord Ratings: Extract Zumper's unique landlord rating system
• Verification Status: Identify verified properties
• AI-Powered Lead Scoring: Quality assessment for each listing
• Photo Extraction: Get listing photos with direct URLs
• Pagination Support: Automatically scrapes multiple pages

Output Data

Each listing includes:

Field	Description
url	Direct link to the listing
name	Property/building name
address	Full property address
price_min	Minimum rent price
price_max	Maximum rent price
beds_min	Minimum bedrooms available
beds_max	Maximum bedrooms available
baths_min	Minimum bathrooms
baths_max	Maximum bathrooms
rating	Zumper landlord rating (0-10)
rating_text	Rating category (Excellent, Very Good, etc.)
is_verified	Verified by Zumper team
is_airbnb_friendly	Allows Airbnb subletting
has_3d_tour	3D tour availability
is_highly_rated	Highly rated badge
has_price_drop	Recent price reduction
has_rent_special	Current rent special/deal
is_featured	Featured listing
amenities	List of amenities
photos	Array of photo URLs
posted_time	When listing was posted
lead_score	AI quality score (0-100)
scraped_at	Timestamp

What Makes Zumper Unique

Zumper offers data you won't find on other rental sites:

1. Landlord Ratings (0-10): Real tenant reviews of landlords
2. Airbnb-Friendly Tags: Find rentals that allow short-term subletting
3. Verified Status: Properties verified by Zumper's team
4. Price Drop Alerts: See which listings recently reduced rent
5. Rent Specials: Current move-in deals and specials

Use Cases

• Airbnb Arbitrage: Find rentals that allow subletting for arbitrage
• Property Managers: Monitor competitor pricing and ratings
• Real Estate Investors: Analyze rental yields with rating data
• Relocation Services: Help clients find highly-rated rentals
• Market Research: Track rental trends with quality metrics
• Rental Aggregators: Build databases with unique rating data

Lead Scoring Algorithm

Each listing receives an AI-generated lead score (0-100) based on:

• Rating (30 pts): Higher Zumper ratings = better quality
• Verification (20 pts): Verified listings are more reliable
• Features (25 pts): 3D tour, highly rated badge, Airbnb-friendly
• Amenities (15 pts): More amenities = premium listing
• Price Point (10 pts): Premium rentals score better

Example Output

{
  "source": "zumper.com",
  "url": "https://www.zumper.com/apartment-buildings/p5456/parkmerced-san-francisco-ca",
  "name": "Parkmerced",
  "address": "3711 19th Avenue, San Francisco, CA 94132",
  "price_min": 2145,
  "price_max": 5227,
  "beds_min": 0,
  "beds_max": 4,
  "baths_min": 1,
  "baths_max": 3,
  "rating": 9.6,
  "rating_text": "Excellent",
  "is_verified": true,
  "is_airbnb_friendly": false,
  "has_3d_tour": true,
  "is_highly_rated": true,
  "amenities": ["In-unit laundry", "Fitness center", "Swimming pool"],
  "photos": ["https://img.zumpercdn.com/...", ...],
  "lead_score": 85,
  "scraped_at": "2025-12-10T12:00:00.000Z"
}

Input Parameters

Parameter	Type	Description
location	string	City and state (e.g., "san-francisco-ca", "new-york-ny")
propertyType	string	apartments-for-rent, houses-for-rent, condos-for-rent, etc.
minPrice	integer	Minimum monthly rent
maxPrice	integer	Maximum monthly rent
minBeds	integer	Minimum bedrooms (0 for studio)
maxBeds	integer	Maximum bedrooms
airbnbFriendly	boolean	Only show Airbnb-friendly rentals
maxListings	integer	Maximum listings to scrape (default: 100)
includePhotos	boolean	Extract photo URLs (default: true)

Supported Cities

Works with any US city on Zumper, including:

• New York, NY
• Los Angeles, CA
• San Francisco, CA
• Chicago, IL
• Houston, TX
• Phoenix, AZ
• Seattle, WA
• Boston, MA
• Denver, CO
• Austin, TX
• And 1000+ more cities

Integrations

Export your data to:

• JSON, CSV, Excel
• Google Sheets
• Webhooks
• API endpoints
• Zapier, Make, n8n

Legal & Compliance

This scraper extracts publicly available rental listing data from Zumper.com. Users are responsible for ensuring their use complies with applicable laws and terms of service. The data is intended for legitimate business purposes such as market research, rental arbitrage research, and lead generation.

Support

Having issues? Contact the developer or open a support ticket on Apify.