PropertyGuru Scraper

What does PropertyGuru Malaysia and Singapore Property Scraper do?

PropertyGuru Malaysia and Singapore Property Scraper collects public property-for-sale listings from PropertyGuru Malaysia and PropertyGuru Singapore into a structured dataset. Start with a PropertyGuru root URL, sale-results URL, or filtered search URL, then export listing prices, locations, property details, agent information, images, and direct listing links for market research, property analysis, and lead workflows.

It is useful for investors, analysts, agencies, and data teams that need repeatable PropertyGuru listing data without copying individual listings into a spreadsheet. Run it once for a focused area or schedule recurring runs to monitor changes in supply and asking prices.

Why use PropertyGuru Malaysia and Singapore Property Scraper?

• Build property datasets quickly - Collect sale listings from Malaysia or Singapore in a consistent format for research, reporting, and comparisons.
• Focus on a market or area - Use a filtered PropertyGuru search URL to collect the properties that match a location or the filters already applied on the website.
• Compare listing signals - Review price, size, bedrooms, bathrooms, tenure, property type, listing freshness, and agent details in one dataset.
• Monitor market changes - Schedule regular runs to track asking-price movements, new supply, and listing activity over time.
• Use data in existing workflows - Download results as JSON, CSV, Excel, or XML, connect them to Google Sheets, or send them to your API and automation tools.

What data can you extract from PropertyGuru?

Field	Description
listing_id	PropertyGuru listing identifier when available
title	Listing title or property name
url	Direct link to the property listing
price	Displayed asking price
price_value	Numeric asking price when published
currency	Listing currency, such as MYR or SGD
location	Address, neighbourhood, district, or region information
bedrooms	Number of bedrooms when available
bathrooms	Number of bathrooms when available
size	Published property size
property_type	Property type, such as condominium, apartment, or house
tenure	Tenure information when published
posted_on	Listing posted date text
recency	Listing freshness label from PropertyGuru
agent_name	Listing agent name when available
agent_company	Agency or company name when available
image_urls	Available property image URLs
search_url	Search page used to collect the record

Fields can vary because PropertyGuru does not publish every attribute on every listing.

How to scrape PropertyGuru data

1. Open PropertyGuru Malaysia or PropertyGuru Singapore and apply the sale filters you need.
2. Copy the public results-page URL, or use a PropertyGuru root URL to start from the default sale page.
3. Paste the URL into startUrl, choose the number of properties and pages to collect, then run the Actor.
4. Review the dataset in Apify and export it or connect it to your downstream workflow.

For small checks, start with 20 properties. Increase the result and page limits after confirming the selected PropertyGuru search page returns the listings you expect.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	PropertyGuru Malaysia sale page	A public PropertyGuru Malaysia or Singapore root URL, sale-results URL, or filtered search URL.
results_wanted	Integer	No	20	Maximum number of property records to save. Must be at least 1.
max_pages	Integer	No	10	Maximum number of PropertyGuru results pages to process. Must be at least 1.
proxyConfiguration	Object	No	Apify residential proxy configuration	Optional connection configuration. The default is suitable for multi-page runs.

Output Data

Each dataset item represents one PropertyGuru property listing and can include the following fields.

Field	Type	Description
listing_id	Integer	PropertyGuru listing identifier
external_id	String	Published external listing reference
title	String	Listing title
url	String	Direct property listing URL
price	String	Formatted asking price
price_value	Number	Numeric asking price
currency	String	Currency code
price_per_area	String	Published price-per-area text
location	String	Address or area information
bedrooms	String	Bedroom count
bathrooms	String	Bathroom count
size	String	Property-size text
property_type	String	Published property type
tenure	String	Tenure label when available
listing_type	String	Listing category, such as for sale
posted_on	String	Posted date text
recency	String	Listing freshness label
description	String	Listing headline or description when available
image_url	String	Primary property image URL
image_urls	Array	Available property image URLs
image_count	Integer	Number of images detected
agent_name	String	Agent name when published
agent_company	String	Agency or company name when published
agent_profile_url	String	Agent profile URL when available
district	String	District information
region	String	Region information
search_origin	String	Source PropertyGuru domain
search_url	String	Search page used for collection
search_page	Integer	Results-page number where the record was found

Usage Examples

Basic Malaysia property extraction

Collect the first 20 sale listings from the default PropertyGuru Malaysia results page.

{
  "results_wanted": 20,
  "max_pages": 1
}

Kuala Lumpur search results

Collect up to 100 listings from a public PropertyGuru Malaysia search for Kuala Lumpur.

{
  "startUrl": "https://www.propertyguru.com.my/property-for-sale?listingType=sale&freetext=Kuala+Lumpur",
  "results_wanted": 100,
  "max_pages": 5
}

Singapore property search

Collect sale listings from a public PropertyGuru Singapore search page.

{
  "startUrl": "https://www.propertyguru.com.sg/property-for-sale?listingType=sale&market=residential&freetext=Jurong+East",
  "results_wanted": 60,
  "max_pages": 3
}

Sample Output

{
  "listing_id": 501016902,
  "external_id": "501016902",
  "title": "Hillview Green",
  "url": "https://www.propertyguru.com.sg/listing/for-sale-hillview-green-23177314",
  "price": "S$ 2,580,000",
  "price_value": 2580000,
  "currency": "SGD",
  "location": "67 Hume Avenue",
  "bedrooms": "3",
  "bathrooms": "3",
  "size": "1496 sqft",
  "property_type": "Condominium",
  "tenure": "999-year Leasehold",
  "posted_on": "7 Jun 2026",
  "recency": "Listed on Jun 07, 2026",
  "image_urls": [
    "https://sg1-cdn.pgimgs.com/listing/23177314/UPHO.150473566.V800/Hillview-Green-Clementi-Park-Upper-Bukit-Timah-Singapore.jpg"
  ],
  "image_count": 17,
  "agent_name": "Heng Heng",
  "district": "Clementi Park / Upper Bukit Timah",
  "region": "Newton / Bt. Timah (D11, 21)",
  "search_origin": "https://www.propertyguru.com.sg",
  "search_url": "https://www.propertyguru.com.sg/property-for-sale",
  "search_page": 1
}

Tips for Best Results

• Use public PropertyGuru results pages - Copy the URL after setting the desired sale filters on PropertyGuru. A focused search produces a more useful dataset.
• Start with a small run - Use 20 properties and one or two pages to check the search URL before running a larger collection.
• Set both limits deliberately - results_wanted caps saved records, while max_pages controls how deeply the search results are explored.
• Expect optional fields - Agent data, tenure, images, build year, and property details can be absent when the source listing does not publish them.
• Refresh recurring research - For market monitoring, schedule repeated runs and compare exports by listing ID, price, location, and recency.
• Report changed pages - Public pages can change. If a selected URL stops returning expected results, report it through the Actor's Issues tab with the URL and run details.

Integrations

• Google Sheets - Export PropertyGuru listings for shared analysis and filtering.
• Webhooks - Send fresh listing records to your application after a run completes.
• Make or Zapier - Add new property data to CRM, notification, and research workflows.
• Apify API - Retrieve datasets programmatically for dashboards, valuation tools, or data pipelines.
• CSV, Excel, JSON, and XML - Download results in a format that suits spreadsheets, reporting, and system imports.

Frequently Asked Questions

Can I export PropertyGuru data to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported export formats.

Can I collect PropertyGuru Malaysia and Singapore listings?

Yes. Use a public URL from propertyguru.com.my for Malaysia or propertyguru.com.sg for Singapore.

Can I use a filtered PropertyGuru search URL?

Yes. Use the public results-page URL after applying your filters on PropertyGuru. The Actor collects the listings returned by that page.

Why are some listing fields missing?

Some fields can be missing because the source listing does not publish them. Check several records before treating an optional missing value as a problem.

Can I run this Actor on a schedule?

Yes. Create an Apify schedule to refresh PropertyGuru listing data at the interval your monitoring workflow needs.

Is it legal to scrape PropertyGuru?

Collecting public data may be permitted in some situations, but you are responsible for complying with applicable laws, PropertyGuru terms, and privacy obligations.

Related Actors

• iProperty Scraper
• Private Property Scraper 🏡
• Propertyfinder Scraper 🏠

Support

For issues, feature requests, or custom Actor work, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is intended for legitimate collection of publicly available PropertyGuru listing data. You are responsible for respecting applicable laws, PropertyGuru terms, privacy requirements, and appropriate data-use practices.