Propertyguru Scraper

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Propertyguru Scraper

Propertyguru Scraper is a high-performance web crawling tool designed to extract real estate listings from Propertyguru Singapore

It is ideal for real estate analysts, investors, and developers looking to collect property data at scale for analytics, monitoring, and opportunity discovery.

🚀 Features

Extract property details including title, description, price, location, bedrooms, bathrooms, floor area, and tenure.

Retrieve seller/agent information including name, mobile, phone, license, and agency.

Collect images, videos, floor plans, and virtual tours for each listing.

Handle both search pages and direct property URLs.

Structured JSON output for seamless integration with dashboards, analytics tools, or databases

Output

Listing from search

{
"id":60109809,
"statusCode":"ACT",
"typeCode":"SALE",
"isVerified":false,
"viewedLabel":"Viewed",
"agent":{
"agentMobile":"",
"listingType":"SALE",
"price":3380000,
"pricePretty":"S$ 3,380,000",
"propertyName":"Corals at Keppel Bay",
"developer":"Keppel",
"url":"https://www.propertyguru.com.sg/listing/for-sale-corals-at-keppel-bay-60109809",
"agent":{
"id":32566,
"name":"Brenda Yip 银子",
"description":null,
"isVerified":false,
"showProfile":true,
"account":{
"code":"NORMAL",
"subTypeCode":null
},
"badges":{
"academy":null,
"verification":null
},
"isPremiumAccount":true,
"hasMobilePretty":true,
"hasPhonePretty":false,
"hasLineId":false,
"isMobileAndPhonePrettyDifferent":false
},
"kevelActions":[],
"accountTypeCode":"NORMAL",
"bedrooms":3
},
"badgeText":"",
"availabilityInfo":"",
"listingFeatures":[
[
{
"icon":"pgicon-bedroom",
"iconName":"bed-o",
"text":"3 Beds"
},
{
"icon":"pgicon-bathroom",
"iconName":"bath-o",
"text":"3 Baths"
}
],
[
{
"text":"1,539 sqft"
}
],
[
{
"text":"S$ 2,196.23 psf"
}
]
],
"property":{
"newProject":false,
"typeCode":"SALE",
"typeText":"For Sale",
"typeGroup":"N",
"isPremiumProjectListing":false,
"id":21604
},
"fullAddress":"1 Keppel Bay Drive",
"localizedTitle":"Corals at Keppel Bay",
"mediaItems":[
{
"icon":"images",
"iconName":"images-1-o",
"text":"34",
"mediaType":"images",
"tooltipText":"34 Photos"
},
{
"icon":"pgicon-floorplan",
"iconName":"floor-plan-o",
"text":"1",
"mediaType":"floorPlans",
"tooltipText":"1 Floor Plan"
},
{
"icon":"video-camera-o",
"iconName":"video-camera-2-o",
"text":"1",
"mediaType":"videos",
"tooltipText":"1 Video"
}
],
"mrt":{
"nearbyText":"10 min (870 m) from NE1 HarbourFront MRT Station",
"colors":[
"#FF9F18",
"#9E27B5"
]
},
"mediaControls":{
"hideButtonTitle":"Hide Property",
"shortlistButtonTitle":"Shortlist Property"
},
"mediaCarousel":{
"nextButtonTitle":"Next",
"previousButtonTitle":"Previous",
"previewMedia":{
"images":{
"icon":"images",
"items":[
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479377.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"View",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479378.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479379.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479380.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479381.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"View",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479382.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Kitchen",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479383.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Kitchen",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479384.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Corridor",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479385.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479386.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bedroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479387.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bedroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479388.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bedroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479389.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bedroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479390.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bathroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479391.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Bathroom",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479392.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479393.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479394.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Kitchen",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479395.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Room",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479396.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.96985257.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.96985260.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.96985262.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103902585.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103902587.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103902590.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"For Sale - Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103902591.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Waterfront Condo",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947852.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Spectacular Views",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947853.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"50-Metre Swimming Pool",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947854.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Direct Sea Views",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947855.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Master Bedroom",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947856.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Living Area",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947858.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
},
{
"caption":"Location Map",
"src":"https://sg1-cdn.pgimgs.com/projectnet-project/19618/ZPPHO.103947859.V800/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg"
}
],
"name":{
"singular":"Photo",
"plural":"Photos"
}
},
"floorPlans":{
"icon":"pgicon-floorplan",
"items":[
{
"caption":"For Sale Corals at Keppel Bay",
"src":"https://sg1-cdn.pgimgs.com/listing/60109809/UFLOO.156479696.V800.jpg"
}
],
"name":{
"singular":"Floor Plan",
"plural":"Floor Plans"
}
},
"sitePlans":{
"icon":"",
"items":[],
"name":{
"singular":"",
"plural":""
}
},
"videos":{
"icon":"video-camera-o",
"items":[
{
"srcList":[
"https://sg1-cdn.pgimgs.com/listing/60109809/UMOV.156479704.mp4",
"https://sg1-cdn.pgimgs.com/listing/60109809/UMOV.156479704.converted.mp4"
],
"embedHtml":null,
"thumbnailSrc":"https://sg1-cdn.pgimgs.com/listing/60109809/UMOV.156479704.V550.jpg",
"caption":null
}
],
"name":{
"singular":"Live Tour",
"plural":"Live Tours"
}
},
"virtualTours":{
"icon":"video-clip-o",
"items":[],
"name":{
"singular":"Virtual Tour",
"plural":"Virtual Tours"
}
},
"heroVideos":{
"icon":"",
"items":[],
"name":{
"singular":"",
"plural":""
}
}
}
},
"price":{
"value":3380000,
"pretty":"S$ 3,380,000",
"currency":"SGD",
"localeStringValue":"3380000"
},
"badges":[
{
"name":"launch",
"variant":"secondary",
"bg":"neutral",
"type":"small",
"text":"Built: 2016",
"shouldShowIcon":false
},
{
"name":"unit_type",
"variant":"secondary",
"bg":"neutral",
"type":"small",
"text":"Condominium",
"shouldShowIcon":false
},
{
"name":"tenure",
"variant":"secondary",
"bg":"neutral",
"type":"small",
"text":"99-year Leasehold",
"shouldShowIcon":false
}
],
"url":"https://www.propertyguru.com.sg/listing/for-sale-corals-at-keppel-bay-60109809",
"recency":{
"icon":"clock-o",
"iconName":"clock-circle-o",
"text":"Listed on Sep 18, 2025 (57s ago)"
},
"thumbnail":"https://sg1-cdn.pgimgs.com/listing/60109809/UPHO.156479377.V550/Corals-at-Keppel-Bay-Harbourfront-Telok-Blangah-Singapore.jpg",
"typeText":"For Sale",
"listedByText":"Listed by",
"contactAgentText":"Contact Agent",
"isOfficialListingText":"Official Listing",
"isFdlCtaPlacementExperimentEnabled":false,
"isPrioritized":false,
"viewProfileText":"View Agent Profile",
"tracking":{
"refType":""
},
"developer":"Brenda Yip 银子",
"postedOn":{
"text":"18 Sep 2025",
"unix":1758124878
},
"area":{
"localeStringValue":"1,539 sqft"
},
"pricePerArea":{
"localeStringValue":"S$ 2,196.23 psf"
},
"products":{
"isRankedSpotlight":false,
"isAutoRepost":false,
"isBoosted":false,
"isDowngraded":false,
"isFeaturedListing":false,
"isGalleryFeatured":false,
"isMainFeatured":false,
"isNonPaid":false,
"isPremium":false,
"isPremiumPlus":false,
"isPremiumProjectListing":false,
"isPromotedListing":false,
"isPropertySpecialistListing":false,
"isShowcase":false,
"isSpotlight":false,
"isTurbo":true,
"isTurboPro":false,
"tier":0,
"featuredBy":[],
"requestType":"listing-search",
"tracking":{
"refType":""
}
},
"accountTypeCode":"NORMAL",
"bedrooms":3,
"bathrooms":3,
"floorArea":1539,
"additionalData":{
"tenure":"L99",
"areaText":"",
"areaCode":"",
"districtCode":"D04",
"districtText":"Harbourfront / Telok Blangah",
"regionText":"City & South West (D01-08)",
"regionCode":"A"
},
"verified_listing":true,
"verified_listing_badges":[
"Genuine Intent to Sell or Rent out",
"Verified Address"
]
}

Listing from direct url

{
"listingId":"25531475",
"price":28000000,
"pricePretty":"S$ 28,000,000",
"floorAreaPsf":1750,
"landAreaPsf":2666.6666666666665,
"listingType":"SALE",
"listingTypeText":"For Sale",
"listingTypeLocalizedText":"sale",
"url":"https://www.propertyguru.com.sg/listing/for-sale-iconic-faber-hills-detached-bungalow-for-sale-25531475",
"statusCode":"ACT",
"agentId":218220,
"propertyType":"Detached House",
"propertyTypeCode":"DETAC",
"propertyTypeGroup":"L",
"propertyName":"Iconic Faber Hills Detached / Bungalow for SALE",
"localizedTitle":"Iconic Faber Hills Detached / Bungalow for SALE",
"trackingRefType":"",
"bedrooms":6,
"studioOrRoomText":"",
"bathrooms":10,
"floorArea":16000,
"floorAreaText":"16,000 sqft",
"landArea":10500,
"landAreaText":"10,500 sqft",
"propertyId":"",
"propertyLegacyId":null,
"postcode":"129580",
"isNewProject":false,
"developer":"",
"districtCode":"D05",
"regionCode":"",
"tenure":"",
"areaCode":"",
"areaText":"",
"regionText":"",
"districtText":"Buona Vista / West Coast / Clementi New Town",
"hdbTypeCode":"",
"hdbEstateText":"",
"streetName":"",
"agent":{
"id":218220,
"legacyId":218220,
"name":"Johnny Chia Pu Joo",
"licenseNumber":"R046929J",
"alternativeCeaRegistrationNo":null,
"badges":{
"academy":null,
"verification":null
},
"showProfile":true,
"isVerified":false,
"hasMobilePretty":true,
"hasPhonePretty":true,
"hasLineId":false,
"isMobileAndPhonePrettyDifferent":true
},
"currency":{
"code":"SGD",
"symbol":"S$",
"numberOfDecimals":2
},
"isoLocaleCode":"en-SG",
"compactNumberMapping":{
"1000":"K",
"1000000":"M",
"1000000000":"B"
},
"noMinText":"No Min",
"noMaxText":"No Max",
"roomType":"",
"cookingType":"",
"tenantGender":"",
"maxTenants":"",
"isDiversityFriendly":null,
"lastPosted":{
"date":"2025-09-17 21:26:07",
"unix":1758115567
},
"isProjectListing":false,
"listingProduct":[
"Turbo"
],
"isVerified":false,
"agency":{
"avatar":"https://sg1-cdn.pgimgs.com/agency/5/CLOGO.147581894.V120.png",
"name":"ORANGETEE & TIE PTE. LTD."
},
"agent_data":{
"agent":{
"id":218220,
"avatar":"https://sg1-cdn.pgimgs.com/agent/218220/APHO.126183908.V120B.jpg",
"isCorporate":false,
"shouldShowProfile":true,
"name":"Johnny Chia Pu Joo",
"description":"<div>CEA: R046929J / L3009250K</div>",
"profileUrl":"/agent/johnny-chia-pu-joo-218220#Agent-RightSideProfile",
"mobile":"+6593898989",
"isFeaturedAgent":false
},
"verification":{
"text":"Verified",
"isVerified":false
},
"rating":{
"hasReview":true,
"score":"5.0",
"text":"(1 Review)",
"href":"/agent/johnny-chia-pu-joo-218220#ratings-overview",
"totalRating":1
},
"certificate":{
"text":"Certified",
"isCertified":false
}
}
}

💡 Use Cases

Build a real-time property database for Singapore.

Track property price trends, floor areas, and availability.

Aggregate agent and agency contact information for outreach.

Analyze property types, districts, and market opportunities.

⚙️ How It Works

Input a Propertyguru search URL or direct listing URL.

Scraper extracts structured JSON data for all properties or the specific listing.

Collect agent and agency details, images, videos, and floor plans.

Export data for analytics, dashboards, or large-scale monitoring.

📝 Why Choose Propertyguru Scraper

Accurate extraction of property and agent data.

Handles multiple listing types: Sale, Rent, New Projects, and more.

Supports bulk extraction for large-scale monitoring.

Structured JSON output ready for analytics, research, or CRM integration.

🔗 Related Resources

Real estate analytics and dashboards.

Market trend analysis for Singapore properties.

Agent and developer data aggregation.

🛟 SUPPORT

Share your runs with the developer team and create issues on error to help us improve actor quality.

You might discover edge case we didn't test yet

We stay available anytime