PropertyGuru Singapore Scraper

Scrape Singapore property listings from PropertyGuru — the country's #1 property portal — for real estate market research, price monitoring, investment analysis, and agent lead generation. Apply the same filters as the website (sale or rent, HDB/condo/landed, price range, bedrooms, MRT distance, tenure, size, PSF), optionally enrich listings with full details, photos, floor plans, and coordinates, and even pull agent profiles and written reviews. Export everything as JSON, CSV, or Excel — for just $2 per 1,000 listings.

What can PropertyGuru Singapore Scraper do for you?

• Build a complete Singapore property database — scrape for-sale and for-rent listings across HDB, condos, landed homes, and commercial categories with one run.
• Replicate every website filter — price range, bedrooms, bathrooms, floor size, land size, PSF, MRT walking distance, tenure, TOP year, furnishing, verified listings, videos, floor plans, keyword, and more.
• Enrich listings with full detail pages — descriptions, high-resolution photos, floor plans, videos, amenities, project facilities, nearest MRT stations, nearby schools, district, postal code, and exact coordinates.
• Generate agent leads — extract the listing agent's name, CEA license number, agency, rating, review count, and full profile, plus paginated written reviews when enabled.
• Monitor Singapore's property market — track asking prices and PSF by district, project, and property type over time with scheduled runs.
• Automate manual browsing — replace hours of clicking through PropertyGuru with a single API call or scheduled Actor run.

What data can you extract from PropertyGuru?

Data	Fields
🏷️ Listing basics	id, url, title, headline, description, listingType (sale/rent)
💰 Pricing	price, priceText, psf, currency
🏠 Property details	propertyType, propertyName, bedrooms, bathrooms, floorAreaSqft, landAreaSqft, furnishing, floorLevel, tenure, developer, rentalType, leaseTerm, availableFrom
📍 Location	address, streetName, postalCode, district, districtCode, region, hdbEstate, latitude, longitude, mrt, nearbyMrt, nearbySchools
🖼️ Media	imageUrls, floorPlanUrls, videoUrls, hasFloorPlans, hasVideo, thumbnailUrl
🏊 Features	amenities, facilities
🤝 Agent info	agentName, agentLicense, agencyName, agencyLicense, agentRating, agentReviewCount, agent (full profile object with reviews)
🔍 Source tracking	sourceQuery, sourceUrl, listedOn, scrapedAt

Why use this scraper?

• 📊 Market research — analyze asking prices, PSF, and inventory across Singapore's districts for reports and newsletters.
• 📈 Price monitoring — track how listings and prices change weekly or daily to spot market trends early.
• 🏢 Investment analysis — compare rental yield, PSF, and tenure across projects to shortlist investment opportunities.
• 🤝 Agent lead generation — build lists of top agents by agency, rating, and transaction history for outreach.
• ⚡ Automation — feed scraped data into your CRM, spreadsheet, or data warehouse with webhooks and the Apify API.

Pricing

• $2/1,000 listings (dataset items)
• Optional $2/1,000 listing detail pages enriched (scrapeListingDetails)
• Optional $2/1,000 agent profiles extracted (scrapeAgentInfo / scrapeAgentReviews)
• Volume discounts on Apify plans: Bronze $1.90, Silver $1.80, Gold $1.70 per 1,000 events
• No hidden fees or limits on usage.

Unlock lower rates:

• Bronze: Upgrade to Bronze plan
• Silver: Upgrade to Silver plan
• Gold: Upgrade to Gold plan

How to use PropertyGuru Singapore Scraper

1. Create a free Apify account at apify.com and sign in.
2. Open the Actor at PropertyGuru Singapore Scraper.
3. Enter your search — type an area or keyword like "Orchard" or "Tampines" in Search Queries, or paste PropertyGuru search/listing URLs.
4. Pick your filters — choose sale or rent, property type group, price range, bedrooms, and any other filter you would use on the website.
5. Click Start — the run scrapes listings and pushes them to your dataset.
6. Download the data — export as JSON, CSV, HTML, or Excel from the Storage tab, or fetch it via API.

Input

All input fields are optional — provide only the ones you need.

Field	Type	Description
searchQueries	array (string)	Locations or keywords to search (e.g. "Orchard", "District 9"). Mapped to PropertyGuru's freetext search box. Leave empty to scrape all listings matching your filters.
startUrls	array (URL)	PropertyGuru search or listing URLs copied from the browser. Search URLs are paginated as-is; listing URLs are scraped directly. Filters apply to Search Queries, not Start URLs.
listingType	select	sale (Buy) or rent (For Rent).
propertyTypeGroup	select	All, N (Condo), L (Landed), or H (HDB).
propertyTypeCode	array (select)	Specific property types — Condominium, Apartment, Executive Condominium, Terrace, Bungalow, Shophouse, HDB room sizes (1-Room through Jumbo), and more. Empty = all types in the group.
minPrice / maxPrice	integer	Asking price in SGD. For sale: total price (e.g. 500000). For rent: monthly rent (e.g. 2500).
bedrooms / bathrooms	array (select)	Count filters. 5 means 5 or more; 0 (bedrooms) means Studio.
entireUnitOrRoom	select	Rent only: Entire Unit vs Room.
isVerified	boolean	Only PropertyGuru verified listings.
minSize / maxSize	integer	Floor area in sqft.
minSizeLand / maxSizeLand	integer	Land/plot size in sqft (landed).
minPricePerArea / maxPricePerArea	integer	Price per square foot (PSF) in SGD.
distanceToMRT	select	Max walking distance to MRT/LRT: 250 m to 1.5 km.
distanceFromCentre	select	Search radius in km when the query is a point location.
floorLevel	array (select)	Ground, Low, Mid, High, or Penthouse.
tenureCode	array (select)	Freehold, 99/103/110/999/9999-year leasehold, Unknown.
minTopYear / maxTopYear	integer	Earliest/latest TOP or completion year.
furnishing	array (select)	Unfurnished, Partially Furnished, Fully Furnished.
unitFeatures	array (select)	Aircon, Balcony, Bath tub, Corner unit, Helper's room, Private pool, Renovated, Terrace.
projectFeatures	array (select)	Gym, Parking, Swimming pool, Tennis court.
lastPosted	select	Listed within 3 days, 1 week, 2 weeks, or 1 month.
withStream / withFloorplans	boolean	Only listings with video/virtual tour, or with a floor plan.
keyword	string	Extra keyword matched against listing text (e.g. Terrace, Garage).
leaseTerm	array (select)	Rent only: 1/2/3+ years, Short Term, Flexible.
availability	select	Rent only: immediate to after 3 months.
roomType	array (select)	Room rentals: Master, Common, Shared.
maxTenants	select	Room rentals: 1 to 4+.
tenantGender	select	Room rentals: any, male, or female tenants.
tenancyConditions	array (select)	Room rentals: aircon, no owner, pets, utilities, visitors, WiFi.
cookingType	select	Room rentals: no cooking, light, or all cooking.
isDiversityFriendly	boolean	Rent only: "Everyone Welcome" listings.
sortBy	select	Recommended, Newest, Price, PSF, or Size — ascending or descending.
scrapeListingDetails	boolean	Open each listing page for description, photos, amenities, coordinates, and unit details. Charges the listing-details event per listing.
scrapeAgentInfo	boolean	Open the listing agent's profile for license, agency, rating, and bio.
scrapeAgentReviews	boolean	Also paginate the agent's written reviews. Implies Scrape Agent Information.
maxItems	integer	Maximum listings to scrape (0 = unlimited).
maxConcurrency	integer	Detail/agent pages opened in parallel (1–8, default 5).
proxyConfiguration	object	Apify Residential proxy required (PropertyGuru is behind Cloudflare). Defaults to Residential + SG country.

📝 Copy for Use:

{
    "searchQueries": ["Orchard", "Tampines"],
    "listingType": "sale",
    "propertyTypeGroup": "N",
    "minPrice": 800000,
    "maxPrice": 3000000,
    "bedrooms": ["2", "3", "4"],
    "distanceToMRT": "1",
    "tenureCode": ["F", "L99"],
    "sortBy": "newest",
    "scrapeListingDetails": true,
    "scrapeAgentInfo": true,
    "scrapeAgentReviews": true,
    "maxItems": 50,
    "maxConcurrency": 5,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "SG"
    }
}

Output

Each dataset item is one PropertyGuru Singapore listing. Here is a sample item with scrapeListingDetails and agent enrichment enabled:

{
    "id": "500084521",
    "url": "https://www.propertyguru.com.sg/listing/for-sale-orchard-court-500084521",
    "title": "Orchard Court",
    "headline": "Good value, Cheap, Motivated Seller, Good facing, Value Buy in Town.",
    "description": "4 bedrooms and 3 Bathroom\nGood facing for the rooms\nWalking distance to Somerset and Dhoby Ghaut MRT...",
    "price": 1790000.0,
    "priceText": "S$ 1,790,000",
    "psf": 1241.33,
    "listingType": "SALE",
    "propertyType": "Apartment",
    "bedrooms": 4,
    "bathrooms": 3,
    "floorAreaSqft": 1442.0,
    "address": "19 Oxley Road",
    "district": "Orchard / River Valley",
    "districtCode": "D09",
    "postalCode": "238619",
    "latitude": 1.298655,
    "longitude": 103.841626,
    "imageUrls": ["https://sg1-cdn.pgimgs.com/listing/500084521/UPHO.159038433.V550/Orchard-Court-...jpg"],
    "nearbyMrt": ["NS23 Somerset MRT Station", "NS24 Dhoby Ghaut MRT Station"],
    "agentName": "Jasmine Wee",
    "agentLicense": "R064516H",
    "agencyName": "PROPNEX REALTY PTE. LTD.",
    "agentRating": 5.0,
    "agentReviewCount": 1,
    "scrapedAt": "2026-08-13T15:24:09Z"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Why Choose This Scraper?

• Affordable: Pay $2 per 1,000 listings scanned, plus optional $2/1,000 for details and $2/1,000 for agent enrichment.
• Comprehensive: Every PropertyGuru filter is supported — property type, price, size, PSF, MRT distance, tenure, furnishing, features, and more — for both sale and rent.
• Easy to Use: Describe your search in plain words ("Orchard", "Tampines") — no URLs or technical setup required.
• Reliable: Handles PropertyGuru's Cloudflare protection with a residential proxy session and retries, so runs complete without manual babysitting.

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API Usage

Running via Apify Console

You can run this actor from the Apify Console by providing the necessary input parameters.

Running via API

You can trigger this actor using the Apify API, passing the required input in the request body.

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR-APIFY-TOKEN")

run_input = {
    "searchQueries": ["Orchard"],
    "listingType": "sale",
    "propertyTypeGroup": "N",
    "maxItems": 50,
}

run = client.actor("rigelbytes/propertyguru-sg-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item["priceText"], item["district"])

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR-APIFY-TOKEN" });

const runInput = {
    searchQueries: ["Orchard"],
    listingType: "sale",
    propertyTypeGroup: "N",
    maxItems: 50,
};

const run = await client.actor("rigelbytes/propertyguru-sg-scraper").call(runInput);

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.log(item.title, item.priceText, item.district);
});

cURL

curl "https://api.apify.com/v2/acts/rigelbytes~propertyguru-sg-scraper/runs?token=YOUR-APIFY-TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQueries": ["Orchard"],
    "listingType": "sale",
    "propertyTypeGroup": "N",
    "maxItems": 50
  }'

Scheduling & Deduplication

• Scheduling — Singapore listings churn daily, so run hourly for new-listing alerts (with sortBy: "newest") or daily for market monitoring and price tracking. In the Apify Console's Scheduler tab, create a recurring task per search query — e.g. one task for "Orchard" and another for "Tampines" — so each area's dataset stays tidy. You can also start a scheduled Actor run via the Scheduler API.
• Deduplication — every output item includes a unique PropertyGuru id, which is the correct key for deduping. Each run writes to its own dataset by default, so repeated runs accumulate items. To build one clean dataset, reuse the same dataset across runs by passing its datasetId in your API call (Apify's storage then deduplicates identical records), or key on id yourself when merging exports:

from apify_client import ApifyClient

client = ApifyClient("YOUR-APIFY-TOKEN")

run = client.actor("rigelbytes/propertyguru-sg-scraper").call(
    run_input={"searchQueries": ["Orchard"], "listingType": "sale"},
    options={"dataset_id": "YOUR-PERSISTENT-DATASET-ID"},  # reuse the same dataset every run
)

• Webhooks — set up a webhook on run completion to push new listings into your CRM, database, or spreadsheet automatically.

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• Doctolib Scraper — Scrape doctor profiles, availability, and practice details from Doctolib.de — Germany's largest medical appointment...
• FindLaw Law Firm Scraper - Attorney & Law Firm Data Extraction — Scrape law firm profiles from FindLaw.com. Extract detailed attorney and firm information including contact details,...
• Finn.no Real Estate Scraper — Scrape Norwegian real-estate listings from Finn.no with search URL or filter-based discovery, optional full details...
• Google Maps Scraper — Find business leads and contact details from Google Maps for outbound sales, prospecting, and CRM enrichment.
• Krogsveen.no Real Estate Scraper — Scrape Norwegian real-estate listings from Krogsveen.no with search URL or filter-based discovery, optional full...
• LeadRocks Scraper — Export filtered B2B leads from the LeadRocks dataset by category, state, job title, company, and industry. Free...
• Website Services Finder — Automatically extract and analyze company services from any business website using advanced AI. Choose from 5 AI...
• Zillow Agents — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.
• Zillow Agents Phone — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.
• Zillow Agents Vault — Find business leads and contact details from Zillow for outbound sales, prospecting, and CRM enrichment.

⭐ Reviews & Ratings

Monitor reviews and reputation data across review platforms.

• Airbnb Listing Reviews — Collect reviews and ratings from Airbnb for reputation monitoring and customer insights.
• BBB Scraper — Collect reviews and ratings from BBB for reputation monitoring and customer insights.
• Clutch.co Company Scraper — Scrape Clutch.co company listings, profiles, and reviews by directory URL or service + location search. Optional...
• Costco Product Scraper — Scrapes product data from Costco.com including prices, descriptions, ratings, and availability. Supports search...
• HRS Hotel Reviews Scraper — Extract hotel details, room offers, and guest reviews from HRS hotel URLs.
• HRS Hotel Scraper — Scrapes hotel listings, prices, ratings, and amenities from HRS (hrs.com) by location and travel dates.
• Google Play Store App Reviews Scraper — Scrape Google Play Store app reviews by app ID or Play Store URL. Supports multiple apps, sorting, score filters,...
• Rottentomatoes Reviews Scraper — Collect reviews and ratings from Rotten Tomatoes for reputation monitoring and customer insights.
• TripAdvisor Reviews Scraper — Scrape reviews from TripAdvisor hotel pages using GraphQL API with DataDome protection bypass.
• Trustpilot Reviews Scraper — Collect reviews and ratings from Trustpilot for reputation monitoring and customer insights.
• Yelp Scraper — Scrape Yelp business listings by search term, category, location, or URL. Optional full business details with phone,...

🍔 Food & Delivery

Extract restaurant, grocery, and delivery platform data.

• Instacart Scraper — Scrape menus, stores, and delivery data from Instacart for data-driven research and automation.
• Lidl Product Scraper — Scrape Lidl supermarket products across Europe by search query or category/product URL. Optionally enrich each item...
• OpenTable Scraper — Scrape OpenTable restaurants by search query (with date/time/party size) or start URLs. Optional listing details and...
• Publix Scraper — Scrape menus, stores, and delivery data from Publix for data-driven research and automation.

📰 News & Media

Scrape news, articles, and media content for research.

• BizBuySell Scraper — Scrape BizBuySell business-for-sale listings via search URLs or structured filters, with optional full listing details.
• SEC IPO Event Intelligence — Monitors SEC EDGAR for IPO filings and converts them into structured business events, with optional AI company...
• SEC Filings Scraper — Retrieve clean, normalized SEC EDGAR filing data by ticker, CIK, or company name — with document links, optional...

🛠️ Developer Tools

General-purpose scraping and automation tools.

• EU Tenders Scraper — Scrape EU public procurement notices from TED (Tenders Electronic Daily) with advanced search filters,...
• Web Crawler — This web crawler is designed to provide users with complete flexibility by allowing them to use their **own...

Understanding Proxies:

When scraping data or browsing anonymously, proxies are essential. They act as intermediaries, masking your original IP address and allowing you to send requests from another location.

Why Use Proxies?

• Avoid IP Blocks: By routing requests through proxies, you prevent the target website from recognizing your IP as a scraper or spammer.
• Access Geo-restricted Content: Proxies let you access content or websites restricted by location.
• Enhance Anonymity: Hide your actual IP, ensuring privacy while scraping or browsing.

Types of Proxies

1. Residential Proxies
   • Real IP addresses provided by ISPs to home users.
   • They mimic regular users, making them harder to detect.
   • Best for: Long-term, undetectable scraping, and avoiding blocks.
2. Data Center Proxies
   • IP addresses from servers in data centers.
   • Faster and cheaper than residential proxies but easier to detect and block.
   • Best for: High-speed scraping, but with a higher risk of detection.
3. Mobile Proxies
   • IPs provided by mobile carriers (3G/4G/5G networks).
   • Very difficult to detect, as they appear as regular mobile users.
   • Best for: Mobile-related scraping or avoiding sophisticated blocks.

Rotating Proxies vs. Straight Proxies

• Rotating Proxies: Every request you send goes through a different proxy, making it harder for websites to detect patterns.
• Straight Proxies: All requests are sent through the same proxy, making it easier to track your IP.

FAQs & Troubleshooting

Q: Why do I get "access denied" errors or empty results?

PropertyGuru sits behind Cloudflare and blocks data-center IPs. The actor needs the Apify Residential proxy — keep proxyConfiguration set to useApifyProxy: true with apifyProxyGroups: ["RESIDENTIAL"] and apifyProxyCountry: "SG" (Singapore IPs). If you still see "access denied" errors, reduce maxConcurrency to 3 and retry; the actor automatically warms up a browser session to pass Cloudflare's checks before scraping.

Q: What counts as a billable event, and when do I pay more than $2/1,000?

Every listing saved to the dataset charges the dataset-item event ($2/1,000). Enabling scrapeListingDetails charges the listing-details event per enriched listing, and scrapeAgentInfo / scrapeAgentReviews charge the agent-info event per listing with agent data — both also $2/1,000. Scrape only what you need: set scrapeListingDetails false when you only need search-level data (price, beds, location).

Q: What do the property type group codes mean?

propertyTypeGroup uses the same codes as PropertyGuru: empty = All, N = Condo (Condominium, Apartment, Executive Condominium, Walk-up, Cluster House), L = Landed (Terrace, Bungalow, Shophouse, Land Only, Town House, and more), H = HDB (1-Room/Studio through Jumbo, Executive, Multi-Generation, Terrace). All 45 specific types are available individually under propertyTypeCode.

Q: How do price filters behave for rent vs sale?

minPrice/maxPrice are always in SGD, but the scale differs: for listingType: "sale" it's the total asking price (e.g. 500000), for rent it's the monthly rent (e.g. 2500). The same applies to PSF filters (minPricePerArea/maxPricePerArea) — hundreds to thousands for sale, single-digit monthly PSF for rent. Bedrooms "5" means 5 or more, and bathroom "5" means 5+.

Q: Can I scrape without any search queries?

Yes. Leave searchQueries empty to scrape all listings matching your filters, or pass startUrls — PropertyGuru search URLs (paginated as-is) or direct listing URLs (scraped individually). Note that filters like listingType, price, and bedrooms apply to searchQueries only, not to startUrls; the filter behavior of pasted search URLs is whatever the URL itself encodes.

Q: How many listings can I scrape, and how fast?

maxItems caps the output (0 = unlimited). maxConcurrency (1–8, default 5) controls how many listing-detail and agent pages open in parallel — each tab uses the same sticky residential proxy session. Higher concurrency is faster but more likely to trip rate limits; 3–5 is a good balance for large runs.

About Rigel Bytes

Rigel Bytes specializes in web scraping, automation, and data analytics. We help businesses extract and leverage valuable data for informed decision-making.

Contact Us

• Email: contact@rigelbytes.com
• Book a meeting: https://cal.com/faizanali/appointments

Whether you need help configuring your runs, building a custom integration, or a brand-new scraper for a platform we don't cover yet — we are happy to help.

Detailed Data

Here is a real output item from a sample run (truncated for readability):

{
    "id": "500084521",
    "url": "https://www.propertyguru.com.sg/listing/for-sale-orchard-court-500084521",
    "title": "Orchard Court",
    "headline": "Good value, Cheap, Motivated Seller, Good facing, Value Buy in Town.",
    "description": "4 bedrooms and 3 Bathroom\nGood facing for the rooms\nWalking distance to Somerset and Dhoby Ghaut MRT...",
    "price": 1790000,
    "priceText": "S$ 1,790,000",
    "psf": 1241.33,
    "listingType": "SALE",
    "listingTypeText": "For Sale",
    "propertyType": "Apartment",
    "propertyTypeCode": "APT",
    "propertyTypeGroup": "N",
    "propertyName": "Orchard Court",
    "bedrooms": 4,
    "bathrooms": 3,
    "floorAreaSqft": 1442,
    "floorAreaText": "1,442 sqft",
    "furnishing": "Unfurnished",
    "postalCode": "238619",
    "streetName": "Oxley Road",
    "address": "19 Oxley Road",
    "district": "Orchard / River Valley",
    "districtCode": "D09",
    "region": "Orchard / Holland (D09-10)",
    "latitude": 1.298655,
    "longitude": 103.841626,
    "listedOn": "2026-08-13 15:24:09",
    "isVerified": false,
    "imageUrls": [
        "https://sg1-cdn.pgimgs.com/listing/500084521/UPHO.159038433.V550/Orchard-Court-Orchard-River-Valley-Singapore.jpg",
        "... 11 more images"
    ],
    "amenities": ["Air conditioner", "Balcony", "Car parking outside"],
    "nearbyMrt": ["NS23 Somerset MRT Station", "NE6 Dhoby Ghaut MRT Station", "... 4 more stations"],
    "agentId": "13057653",
    "agentName": "Jasmine Wee",
    "agentLicense": "R064516H",
    "agencyName": "PROPNEX REALTY PTE. LTD.",
    "agentUrl": "https://www.propertyguru.com.sg/agent/13057653",
    "agentRating": 5.0,
    "agentReviewCount": 1,
    "agent": {
        "id": "13057653",
        "name": "Jasmine Wee",
        "license": "R064516H",
        "agencyName": "PROPNEX REALTY PTE. LTD.",
        "yearsOfService": 4,
        "transactionCount": 35,
        "rating": 5.0,
        "reviewCount": 1,
        "reviews": ["... full written reviews when scrapeAgentReviews is enabled"]
    },
    "scrapedAt": "2026-08-13T15:24:09Z"
}