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, clearing its Cloudflare protection on the way in
2. Pulls the full listing set from that 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: 99.co's challenge is cleared for you. It costs more compute than an unprotected site would, which is reflected in the price.
• 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.

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Further reading: Building Permit Data and Property Records: Where to Get Them in Bulk