99co Singapore Property Scraper

Scrape property listings from 99.co — Singapore's #2 property portal. Extracts sale, rent, new launch, and commercial listings with pricing, location, agent details, and region classification (CCR / RCR / OCR).

What it does

For each listing type you request (sale, rent, new launch, or commercial), the actor:

1. Loads the 99.co search page using a real browser with residential Singapore proxy to clear Cloudflare protection
2. Calls the internal search API (/api/v10/web/search/listings) using the browser's authenticated session
3. Extracts listing details directly from the API response — no separate detail-page visits
4. Paginates automatically until maxItems is reached

Input

Field	Type	Required	Description
maxItems	Integer	Yes	Maximum number of listings to return (min: 1)
listingTypes	Array	No	Listing types to include. Options: sale, rent, new-launch, commercial. Defaults to ["sale", "rent"]

Example input

{
  "maxItems": 100,
  "listingTypes": ["sale", "rent"]
}

Output

Each record contains:

Field	Description
listing_id	Unique listing identifier
listing_type	sale, rent, etc.
title	Listing title or address
description	Listing description
property_type	Property type (Condo, HDB, Landed, etc.)
tenure	Freehold / Leasehold
district	District number (1–28)
district_code	District code (e.g. D10)
region	CCR / RCR / OCR classification
project_name	Development or project name
address	Street address
postal_code	Singapore postal code
latitude / longitude	GPS coordinates
price_sgd	Asking price or monthly rent in SGD
price_psf_sgd	Price per square foot in SGD
bedrooms	Number of bedrooms
bathrooms	Number of bathrooms
floor_area_sqft	Floor area in square feet
land_area_sqft	Land area in square feet (landed properties)
completion_year	Year of completion
school_within_1km	Nearby schools within 1 km
amenities	Property amenities and features
agent_name	Listing agent name
agent_cea_no	Agent CEA registration number
agent_phone	Agent contact number
agency	Agency name
listing_url	Direct URL to the listing
image_urls	Array of property photo URLs (up to 20)
posted_at	Date the listing was posted
scraped_at	ISO timestamp of when the record was scraped

Notes

• Cloudflare bypass: The actor uses a real Chromium browser with residential Singapore proxies to pass Cloudflare's JS challenge. This is why it requires more compute than a simple HTTP crawler.
• Rate limits: Run with maxItems at 500 or fewer per run to stay within reasonable query limits. For large extracts, split by listing type.
• Data freshness: The search API returns live listings — data is current at scrape time.
• Memory: Requires 2048 MB due to the browser-based extraction.