Zumper Rental Scraper

Scrapes rental listings from Zumper.com, a US rental marketplace known for verified listings and unique landlord ratings. It extracts detailed property data, supports location and filter-based searches, and includes an AI-generated quality score for each listing.

Key Features

• Search & Filters: Search by US city/metro area. Filter by property type (apartments, houses, condos, etc.), price range, number of bedrooms, and Airbnb-friendly status.
• Unique Zumper Data: Extracts landlord ratings (0-10), verification status, price drop alerts, and rent specials—data not commonly found on other platforms.
• Comprehensive Output: Gets listing details, amenities, photo URLs, and a timestamp.
• Lead Scoring: Each listing receives an AI-generated quality score (0-100) based on rating, verification, features, and amenities.
• Pagination: Automatically scrapes multiple pages of results.

How to Use

Provide a location (e.g., "san-francisco-ca") and optionally other filters via input parameters. The actor will scrape the listings and return structured JSON data.

Input Parameters (Main ones)

Output Data

The actor returns an array of listing objects. Each includes standard fields like url, name, address, price_min/max, beds_min/max, amenities, and photos.

Key Zumper-specific fields:
* rating: Landlord rating from 0-10.
* rating_text: Category (e.g., "Excellent").
* is_verified: If the listing is verified by Zumper.
* is_airbnb_friendly: If short-term subletting is allowed.
* has_price_drop / has_rent_special: Flags for deals.
* lead_score: AI quality score (0-100).

Example Output Object

{
  "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,
  "rating": 9.6,
  "rating_text": "Excellent",
  "is_verified": true,
  "is_airbnb_friendly": false,
  "amenities": ["In-unit laundry", "Fitness center", "Swimming pool"],
  "photos": ["https://img.zumpercdn.com/...", "..."],
  "lead_score": 85,
  "scraped_at": "2025-12-10T12:00:00.000Z"
}

Use Cases

• Airbnb Arbitrage: Identify rentals that permit subletting.
• Market Analysis: Track rental prices and trends with quality metrics.
• Lead Generation: Source verified, high-quality listings for investors or relocation services.
• Competitor Monitoring: Property managers can monitor pricing and landlord ratings in their area.