PropertyGuru Singapore Scraper

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🏠 PropertyGuru Singapore Scraper

Get every public listing on propertyguru.com.sg as clean structured data — price, size, bedrooms, location, agent contact, photos, MRT distances, descriptions, more. Returns JSON, CSV, or Excel.

👁 Apify
👁 Python
👁 Output

⚡️ ~0.7 s per listing, 256 MB RAM, no browser. Built on PropertyGuru's own __NEXT_DATA__ payload — same data the site renders to itself.

✨ Why this scraper

• 🎯 Every monetizable field — price, PSF, bedrooms, floor & land area, tenure, district, lat/lon, agent name + CEA license + mobile, agency, 19+ photos, floor plans, MRT walk times, full description.
• 🚀 Fast and cheap — pure HTTP with browser TLS fingerprinting. 5× the throughput of a Playwright-based scraper at 1/8th the memory.
• 🔁 Incremental friendly — pass a since timestamp and the actor skips listings posted before it, so daily refresh runs only pay for what's new.
• 🧩 No glue code needed — push the output straight into BigQuery, Postgres, Notion, Make, n8n, Sheets — every field is typed and the dataset table view is pre-configured.

🚀 Quick start

1. Click Try for free above.
2. Pick searchType: sale or rent, optionally narrow by district / price / bedrooms.
3. Hit Start.
4. Download as JSON, CSV, or Excel from the Output tab.

That's it. No accounts, no proxies, no anti-bot tinkering.

🎛️ Input

📦 Sample output (one listing)

{
"url":"https://www.propertyguru.com.sg/listing/for-sale-the-lakeshore-500140099",
"id":"500140099",
"scraped_at":"2026-05-15T08:34:46+00:00",
"listingType":"SALE",
"propertyType":"Condominium",
"propertyTypeCode":"CONDO",
"propertyTypeGroup":"N",
"title":"The Lakeshore",
"headline":"Lakeshore 3-Bedroom · Pool View · Vacant",
"description":"Spacious 1,109 sqft 3-bedroom unit with unobstructed pool views...",
"price":1688000,
"pricePretty":"S$ 1,688,000",
"currency":"SGD",
"bedrooms":3,
"bathrooms":2,
"floorArea":1109,
"floorAreaPsf":1522.09,
"landArea":null,
"landAreaPsf":null,
"tenure":"L99",
"tenureText":"99-year Leasehold",
"isVerified":true,
"qualityScore":98,
"statusCode":"ACT",
"datePosted":"2026-05-13T09:21:04",
"dateCreated":"2026-04-22T11:08:30",
"dateExpires":"2026-07-21T23:59:59",
"address":{
"streetName":"Lakeshore Drive",
"fullAddress":"1 Lakeshore Drive",
"postcode":"648292",
"districtCode":"D22",
"districtText":"Boon Lay / Jurong / Tuas",
"lat":1.3411,
"lon":103.7129
},
"agent":{
"id":88012,
"name":"Keith Low",
"license":"R047251D",
"mobile":"+6593690168",
"jobTitle":"Senior Marketing Director",
"profileUrl":"https://www.propertyguru.com.sg/agent/keith-low-88012",
"avatar":"https://sg1-cdn.pgimgs.com/agent/88012/APHO.../V120B.png"
},
"agency":{
"id":4619,
"name":"ERA REALTY NETWORK PTE LTD",
"license":"L3002382K"
},
"images":[
{"src":"https://sg1-cdn.pgimgs.com/listing/500140099/.../V800/...jpg",
"caption":"Living Room"}
],
"floorPlans":[],
"virtualTours":[],
"mainImage":"https://sg1-cdn.pgimgs.com/listing/500140099/.../V800/...jpg",
"poiMrt":[
{"name":"EW27 Boon Lay MRT Station","distanceKm":0.41,
"walkingDistanceKm":0.45,"walkingDurationMins":6}
],
"poiSchool":[]
}

💼 Use cases

💡 Tips & tricks

• Daily refresh: set since to yesterday's date — the actor short-circuits at the search page and you only pay for genuinely new listings.
• Index mode: scrapeDetails: false returns just URLs + IDs — perfect for diff-only runs to detect what's been added or de-listed.
• Pricing buckets: run 3 separate runs with different minPrice/maxPrice windows in parallel for faster total scrape times.
• Districts D09 / D10 / D11 (Orchard, Tanglin, Newton) account for ~40% of all luxury SG sale listings — narrow there for premium segments.

❓ FAQ

How fresh is the data? Live. Each request hits PropertyGuru's production servers at the moment of your run.

Will my dataset have duplicates? No. The actor de-dupes by listing ID at queue time and again at push time.

What about listings posted in multiple districts? PropertyGuru issues one ID per listing — you'll see it exactly once.

Can I scrape rentals too? Yes — set searchType: rent. All the same fields populate (price = monthly rent).

Will big runs fail halfway? No. The actor tracks a failure budget (>30% failed → stop and report) so a broken site never quietly drains your CU.

What happens if PropertyGuru changes its layout? The actor's parser runs against captured HTML fixtures in CI — site redesigns surface as test failures within hours, not weeks of silently broken data.

🛟 Support

Found a bug or missing field? Open an issue or message the actor maintainer from the Apify Store page. Bug reports with the run ID get fastest turnaround.