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PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API

XCrawl's PropertyGuru Scraper API is the all-in-one solution at $2 per 1k requests, empowering web scraping in python, node js, r, and javascript. Bypass parsing hurdles with parsers in python and built-in anti-bot measures, delivering clean JSON from listings, searches, and profiles without IP blocks or CAPTCHA issues.

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Contacter le service commercial

Que pouvez-vous construire avec le scraper PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API ?

Develop real estate price trackers using data scraping in python for PropertyGuru listings, build market analysis tools with review datasets from web scraping in node js, or create competitor dashboards via search in api for keyword rankings. Effortlessly extract all PropertyGuru data for insights with our web crawler in python.

XCrawl

Structured JSON Output

Receive clean, parse-ready JSON datasets from PropertyGuru, optimized for web scraping in python, node js, or scraping in r with zero manual parsing required.

XCrawl

Multi-Language Support

Seamless integration for web scraping in javascript, web crawler in node js, or dataset in js processing, with async endpoints for high-performance data extraction.

XCrawl

Real-Time Scraping

Fetch live PropertyGuru search results and pricing in milliseconds, ideal for real-time dashboards using crawler in python or web scraper in javascript.

XCrawl

Scalable Data Extraction

Handle massive volumes with rotating proxies, perfect for all website list scraping needs in R or Python environments.

Adopté par des équipes data-driven du monde entier

Utilisé par les équipes analytics, recherche, veille & croissance.

XCrawl

Scrapers PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API disponibles

Accédez aux formats PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

web scraping in python

Scrape PropertyGuru property details and pricing via Python-friendly endpoints for instant JSON delivery.

Méthode de scraping :
  • property_id
  • title
  • price
  • location
  • sqft
  • bedrooms
  • bathrooms
  • amenities

web scraping in node js

Extract PropertyGuru search results and rankings with Node.js optimized async web crawler in node js.

Méthode de scraping :
  • keyword
  • rank
  • property_id
  • title
  • price
  • agent_name
  • location

scraping in r

Pull PropertyGuru reviews and ratings using R-compatible endpoints for statistical analysis datasets.

Méthode de scraping :
  • review_id
  • rating
  • text
  • date
  • user_name
  • verified
  • helpful_count

web scraping in javascript

Access agent profiles and bios on PropertyGuru with lightweight JavaScript scraping in javascript calls.

Méthode de scraping :
  • profile_id
  • agent_name
  • bio
  • phone
  • email
  • ratings
  • listings_sold

crawler in python

Crawl PropertyGuru category lists and best sellers using scalable crawler in python for complete coverage.

Méthode de scraping :
  • category
  • rank
  • property_id
  • title
  • price
  • location
  • type

web scraper in python

Download media URLs and images from PropertyGuru listings with reliable web scraper in python integration.

Méthode de scraping :
  • property_id
  • image_urls
  • video_urls
  • thumbnails
  • floor_plans

Méthodes de crawling PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API

XCrawl

API Scraping (pour les développeurs)

Integrate the PropertyGuru Scraper API via simple REST endpoints in your Python, Node.js, R, or JavaScript codebases.

  • XCrawl
    Python Requests
    Use web scraping in python with requests library or Scrapy for seamless data extraction and parsing.
  • XCrawl
    Node.js Async
    Leverage web scraping in node js with Axios and async/await for high-speed PropertyGuru crawling.
  • XCrawl
    R Compatibility
    Incorporate scraping in r using httr or rvest for tidy datasets from PropertyGuru pages.
XCrawl

No-code Scraping (pour équipes ops & growth)

Scrape PropertyGuru through our no-code dashboard with visual tools and automation.

  • XCrawl
    Visual Data Picker
    Select fields like price or images point-and-click without coding.
  • XCrawl
    Scheduled Scrapes
    Automate daily crawls for fresh pricing history and search results.
  • XCrawl
    Multi-Format Export
    Download JSON, CSV, or Excel for easy dataset in js or Python analysis.

Exemples de code

Récupérez les posts et infos auteur PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API en quelques secondes par un simple appel API.

Entrée
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Sortie
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

Comment fonctionne l’API Scraper PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API ?

  • XCrawlRotation IP intelligente
  • XCrawlReconnaissance CAPTCHA automatique
  • XCrawlEntêtes HTTP
  • XCrawlParsing automatique des pages
  • XCrawlSupport personnalisable

Que peut faire notre API pour vous ?

XCrawl

Gestion des proxies

Sélection et rotation ML des proxies à partir de notre pool premium de 190 pays.

XCrawl

Empreintes pilotées par l’IA

Entêtes HTTP, JS et empreintes navigateur uniques pour résister aux contenus dynamiques.

XCrawl

Bypass CAPTCHA

Relances et contournement CAPTCHA automatiques pour une collecte ininterrompue.

XCrawl

Extraction de données en masse

Extrayez sur plusieurs pages en même temps, jusqu’à 10k URLs par lot.

XCrawl

Options de livraison multiples

Recevez vos données via SFTP, AWSS3 ou récupérez-les via API.

XCrawl

Scraping programmé

Définissez votre fréquence souhaitée d’extraction automatisée, livrée directement sur votre cloud storage.

XCrawl

Infrastructure sans maintenance

Supprimez les soucis de proxies et d’infrastructure. Plus besoin de bâtir des systèmes de crawler.

XCrawl

Très évolutif

Intégration simple et support de personnalisation.

XCrawl

Support 24/7

Profitez d’un support professionnel pour toute question ou problème.

XCrawl Transparent

Tarification flexible

Tarification transparente de web scraping avec des plans d'abonnement API flexibles. Comparez les coûts d'extraction de données, achetez l'accès crawler et commencez gratuitement — puis évoluez à votre rythme.

Mensuel
Annuel Populaire

Formules évolutives

Formules haut volume pour les équipes en quête de puissance et de support dédié.

Profitez de limites de débit plus élevées, plus de navigateurs concurrents et d’un support prioritaire.

Contacter le service commercial
Nous fournissons des solutions sur mesure d’envergure entreprise

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Que disent nos clients ?

★★★★★
5.0

Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast integration!

Alex Chen
Alex Chen
Data Scientist
★★★★★
4.9

Our web crawler in node js pipelines exploded in efficiency with this scraper API. Highly recommend.

Maria Lopez
Maria Lopez
Backend Developer
★★★★★
5.0

Scraping in r for PropertyGuru reviews is flawless. Dataset quality is top-notch for our models.

Raj Patel
Raj Patel
Analytics Lead
★★★★★
4.8

Seamless web scraping in javascript. Accurate pricing data every time without hassle.

Emily Wong
Emily Wong
Full-Stack Engineer
★★★★★
5.0

Crawler in python handled massive PropertyGuru searches perfectly. Game-changer for competitor tracking.

David Kim
David Kim
Growth Hacker
★★★★★
4.9

Web scraper in python integration was a breeze. Reliable and scalable for our needs.

Sophie Meier
Sophie Meier
DevOps Specialist
★★★★★
5.0

Outstanding dataset in js from PropertyGuru. Fast scraping and easy parsing.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.7

Data scraping in python unlocked real estate insights quickly. Excellent value at $2/1k.

Lina Novak
Lina Novak
Product Manager
★★★★★
5.0

Web scraping in node js performance is unmatched. Handles all our PropertyGuru requirements.

Carlos Ruiz
Carlos Ruiz
CTO
★★★★★
4.9

Perfect for scraping in r workflows. High-quality PropertyGuru data every scrape.

Anna Petrova
Anna Petrova
Data Analyst
★★★★★
5.0

Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast integration!

Alex Chen
Alex Chen
Data Scientist
★★★★★
4.9

Our web crawler in node js pipelines exploded in efficiency with this scraper API. Highly recommend.

Maria Lopez
Maria Lopez
Backend Developer
★★★★★
5.0

Scraping in r for PropertyGuru reviews is flawless. Dataset quality is top-notch for our models.

Raj Patel
Raj Patel
Analytics Lead
★★★★★
4.8

Seamless web scraping in javascript. Accurate pricing data every time without hassle.

Emily Wong
Emily Wong
Full-Stack Engineer
★★★★★
5.0

Crawler in python handled massive PropertyGuru searches perfectly. Game-changer for competitor tracking.

David Kim
David Kim
Growth Hacker
★★★★★
4.9

Web scraper in python integration was a breeze. Reliable and scalable for our needs.

Sophie Meier
Sophie Meier
DevOps Specialist
★★★★★
5.0

Outstanding dataset in js from PropertyGuru. Fast scraping and easy parsing.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.7

Data scraping in python unlocked real estate insights quickly. Excellent value at $2/1k.

Lina Novak
Lina Novak
Product Manager
★★★★★
5.0

Web scraping in node js performance is unmatched. Handles all our PropertyGuru requirements.

Carlos Ruiz
Carlos Ruiz
CTO
★★★★★
4.9

Perfect for scraping in r workflows. High-quality PropertyGuru data every scrape.

Anna Petrova
Anna Petrova
Data Analyst
★★★★★
5.0

Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast integration!

Alex Chen
Alex Chen
Data Scientist
★★★★★
4.9

Our web crawler in node js pipelines exploded in efficiency with this scraper API. Highly recommend.

Maria Lopez
Maria Lopez
Backend Developer
★★★★★
5.0

Scraping in r for PropertyGuru reviews is flawless. Dataset quality is top-notch for our models.

Raj Patel
Raj Patel
Analytics Lead
★★★★★
4.8

Seamless web scraping in javascript. Accurate pricing data every time without hassle.

Emily Wong
Emily Wong
Full-Stack Engineer
★★★★★
5.0

Crawler in python handled massive PropertyGuru searches perfectly. Game-changer for competitor tracking.

David Kim
David Kim
Growth Hacker
★★★★★
4.9

Web scraper in python integration was a breeze. Reliable and scalable for our needs.

Sophie Meier
Sophie Meier
DevOps Specialist
★★★★★
5.0

Outstanding dataset in js from PropertyGuru. Fast scraping and easy parsing.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.7

Data scraping in python unlocked real estate insights quickly. Excellent value at $2/1k.

Lina Novak
Lina Novak
Product Manager
★★★★★
5.0

Web scraping in node js performance is unmatched. Handles all our PropertyGuru requirements.

Carlos Ruiz
Carlos Ruiz
CTO
★★★★★
4.9

Perfect for scraping in r workflows. High-quality PropertyGuru data every scrape.

Anna Petrova
Anna Petrova
Data Analyst
★★★★★
5.0

Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast integration!

Alex Chen
Alex Chen
Data Scientist
★★★★★
4.9

Our web crawler in node js pipelines exploded in efficiency with this scraper API. Highly recommend.

Maria Lopez
Maria Lopez
Backend Developer
★★★★★
5.0

Scraping in r for PropertyGuru reviews is flawless. Dataset quality is top-notch for our models.

Raj Patel
Raj Patel
Analytics Lead
★★★★★
4.8

Seamless web scraping in javascript. Accurate pricing data every time without hassle.

Emily Wong
Emily Wong
Full-Stack Engineer
★★★★★
5.0

Crawler in python handled massive PropertyGuru searches perfectly. Game-changer for competitor tracking.

David Kim
David Kim
Growth Hacker
★★★★★
4.9

Web scraper in python integration was a breeze. Reliable and scalable for our needs.

Sophie Meier
Sophie Meier
DevOps Specialist
★★★★★
5.0

Outstanding dataset in js from PropertyGuru. Fast scraping and easy parsing.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.7

Data scraping in python unlocked real estate insights quickly. Excellent value at $2/1k.

Lina Novak
Lina Novak
Product Manager
★★★★★
5.0

Web scraping in node js performance is unmatched. Handles all our PropertyGuru requirements.

Carlos Ruiz
Carlos Ruiz
CTO
★★★★★
4.9

Perfect for scraping in r workflows. High-quality PropertyGuru data every scrape.

Anna Petrova
Anna Petrova
Data Analyst
ISO 27001
XCrawlISO 27001
CDPR
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XCrawlMieux noté par les utilisateurs
Leader
XCrawlLeader
Plus facile à utiliser
XCrawlPlus facile à utiliser
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Questions fréquentes

Tout ce que vous devez savoir sur XCrawl.

How does the PropertyGuru Scraper API architecture work?
RESTful endpoints accept parameters like keywords or listing IDs, handle browser simulation, parsing, and return structured JSON. Integrates via HTTP in any language.
What factors determine the pricing model?
Billed at $2 per 1k successful requests. Scales with data volume, request frequency, concurrency levels, and endpoint complexity.
What PropertyGuru data coverage and limitations apply?
Covers listings, searches, profiles, reviews, categories, media across regions like SG, MY, TH. Limitations: public data only, no login-protected content, respects site rate limits.
Is using the PropertyGuru Scraper API compliant and legal?
We scrape only publicly available data in compliance with best practices. Users must ensure adherence to PropertyGuru terms and applicable laws.
What integration support is provided?
SDKs and examples for web scraping in python, node js, r, javascript; comprehensive docs, code snippets, and community support for quick setup.

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