PropertyGuru Singapore Scraper

Fast, reliable scraper for propertyguru.com.sg - Singapore's largest property portal with 55,000+ active listings. Extract sale and rent listings with 30+ structured fields including price, PSF, floor area, tenure, nearby MRT, agent details, and GPS coordinates.

Features

• High throughput - 20 listings per page, ~60 listings/min with pagination
• Sale & Rent listings with full filter support
• Property types: Condo, HDB, Landed House
• 30+ data fields per listing including price, PSF, features, MRT distance, agent info
• Coordinate enrichment via PropertyGuru Map Cluster API (lat/lng)
• Robust - handles site protection automatically
• Cost-efficient - works with datacenter proxy

Quick Start

All properties for sale

{
  "mode": "search",
  "listing_type": "sale",
  "max_pages": 5
}

Condos for rent by location

{
  "mode": "search",
  "listing_type": "rent",
  "property_type": "condo",
  "search": "Orchard"
}

HDB flats with price filter

{
  "mode": "search",
  "listing_type": "sale",
  "property_type": "hdb",
  "bedrooms": 3,
  "max_price": 500000
}

Landed houses by district

{
  "mode": "search",
  "listing_type": "sale",
  "property_type": "landed",
  "district": "D10"
}

Custom URL mode

{
  "mode": "url",
  "urls": ["https://www.propertyguru.com.sg/condo-for-sale?bedrooms=2&district_code=D09"],
  "max_pages": 10
}

Input Parameters

Parameter	Type	Default	Description
mode	string	search	search (build URL from filters) or url (use provided URLs)
urls	array	-	URLs to scrape (url mode only)
listing_type	string	sale	sale or rent
property_type	string	-	condo, hdb, or landed
search	string	-	Free-text location search (e.g. "Orchard", "Tampines")
district	string	-	District code D01-D28 (see table below)
min_price	integer	-	Minimum price in SGD
max_price	integer	-	Maximum price in SGD
bedrooms	integer	-	Number of bedrooms (0=Studio)
sort	string	date	Sort by date, price, or psf
sort_order	string	desc	asc or desc
max_properties	integer	100	Max properties to scrape (0=unlimited)
max_pages	integer	5	Max search result pages (20 listings/page)
enable_coordinates	boolean	false	Add lat/lng to listings via Map API. Slows down the run (~30-60s extra).
proxy	object	Apify datacenter	Proxy configuration

Note: search and district can be used together, but search takes priority in URL construction. property_type filters via URL slug; all other filters are query parameters and can be freely combined.

Singapore Districts

Code	Area	Code	Area
D01	Raffles Place / Marina	D15	East Coast / Marine Parade
D02	Chinatown / Tanjong Pagar	D16	Bedok / Upper East Coast
D03	Alexandra / Commonwealth	D17	Changi Airport / Changi Village
D04	Harbourfront / Telok Blangah	D18	Pasir Ris / Tampines
D05	Buona Vista / West Coast	D19	Hougang / Punggol / Sengkang
D06	City Hall / Clarke Quay	D20	Ang Mo Kio / Bishan / Thomson
D07	Beach Road / Bugis	D21	Clementi Park / Upper Bukit Timah
D08	Farrer Park / Serangoon Rd	D22	Boon Lay / Jurong / Tuas
D09	Orchard / River Valley	D23	Bukit Batok / Bukit Panjang
D10	Tanglin / Holland / Bukit Timah	D24	Lim Chu Kang / Tengah
D11	Newton / Novena	D25	Admiralty / Woodlands
D12	Balestier / Toa Payoh	D26	Mandai / Upper Thomson
D13	Macpherson / Potong Pasir	D27	Sembawang / Yishun
D14	Eunos / Geylang / Paya Lebar	D28	Seletar / Yio Chu Kang

Send results into your apps (MCP connectors)

Optionally pipe the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. This is an extra delivery step after the scrape — the Apify dataset is never changed.

What gets written to the connector: a condensed, human-readable summary of each record — not the full JSON. Each item becomes one entry with a title and its key fields flattened to plain text. The complete record always stays in the Apify dataset.

1. Authorize a connector once under Apify → Settings → Integrations (Notion, Linear, Airtable, or Apify).
2. Select it in the "Pipe results into your apps" input field. (If the picker is empty, you haven't authorized a connector yet.)
3. For Notion, also set notionParentPageUrl to the page where items should be created.

The connection is mediated by Apify's MCP proxy, so this actor never sees your third-party credentials. Leave the field empty to skip.

Output Fields

Each listing record contains 30+ fields:

Category	Fields
Identity	id, title, address, url, status
Price	price, price_formatted, currency, price_psf
Features	bedrooms, bathrooms, floor_area, land_area, tenure
Property	property_type, property_type_group, badges
Location	district, district_code, region, nearby_mrt
Coordinates	latitude, longitude, location_source
Agent	agent_name, agent_id, agent_license, agency_name
Developer	developer, is_developer_listing
Media	images[], image_count
Dates	posted_date, posted_unix, recency