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

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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Was können Sie mit dem PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API Scraper bauen?

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.

Vertraut von datengetriebenen Teams weltweit

Eingesetzt von Teams in Analyse, Forschung, Monitoring und Growth-Workflows.

XCrawl

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

Greifen Sie auf die meistgenutzten PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API Datentypen zu – vollständig strukturiert, einheitlich formatiert und produktionsbereit.

web scraping in python

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

Scraping-Methode:
  • 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.

Scraping-Methode:
  • 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.

Scraping-Methode:
  • 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.

Scraping-Methode:
  • 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.

Scraping-Methode:
  • 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.

Scraping-Methode:
  • property_id
  • image_urls
  • video_urls
  • thumbnails
  • floor_plans

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

XCrawl

API Scraping (Für Entwickler)

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 (Für Ops- & Growth-Teams)

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.

Code-Beispiele

Rufen Sie PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API Beiträge und Autoreninformationen in Sekunden mit einem einfachen API-Aufruf ab.

Eingabe
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\"}"
Ausgabe
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":[
],
},
},
},
],
},

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

  • XCrawlIntelligente IP-Rotation
  • XCrawlAutomatische CAPTCHA-Erkennung
  • XCrawlHTTP-Header
  • XCrawlAutomatische Webseiten-Analyse
  • XCrawlAnpassbarer Support

Was kann unsere API für Sie tun?

XCrawl

Proxy-Management

ML-basierte Proxy-Auswahl und -Rotation – mit unserem Premium-Proxy-Pool aus 190 Ländern.

XCrawl

KI-gesteuertes Fingerprinting

Einzigartige HTTP-Header, JavaScript- und Browser-Fingerprints sorgen für Widerstandsfähigkeit gegenüber dynamischen Inhalten.

XCrawl

CAPTCHA-Umgehung

Automatische Wiederholung und CAPTCHA-Umgehung für eine unterbrechungsfreie Datengewinnung.

XCrawl

Massendatenextraktion

Extrahieren Sie Daten gleichzeitig von mehreren Seiten – mit bis zu 10.000 URLs pro Durchgang.

XCrawl

Mehrere Bereitstellungsoptionen

Empfangen Sie Daten über Cloudspeicher wie SFTP oder AWSS3 oder rufen Sie Ergebnisse per API ab.

XCrawl

Geplantes Scraping

Stellen Sie die gewünschte Frequenz für automatisierte, zeitgesteuerte Datenerhebung ein. Ergebnisse werden direkt an Ihren Cloud-Speicher geliefert.

XCrawl

Wartungsfreie Infrastruktur

Vermeiden Sie Proxy-Wartung und Infrastrukturaufwand. Sie müssen kein eigenes Crawling-System bauen.

XCrawl

Hochgradig skalierbar

Leicht integrierbar und anpassbar.

XCrawl

24/7 Support

Erhalten Sie professionellen Support bei Fragen oder Problemen.

XCrawl Transparent

Flexible Preise

Transparente Web-Scraping-Preise mit flexiblen API-Abonnement-Plänen. Vergleichen Sie Datenextraktionskosten, kaufen Sie Crawler-Zugang und starten Sie kostenlos — dann skalieren Sie nach Bedarf.

Monatlich
Jährlich Beliebt
Wir akzeptieren diese Zahlungsmethoden:XCrawl ...

Skalierungs-Tarife

High-Volume-Tarife für Teams mit hohem Bedarf und dediziertem Support.

Profitieren Sie von höheren Raten, mehr gleichzeitigen Browsern und Prioritätssupport.

Vertrieb kontaktieren
Wir bieten individuelle Enterprise-Lösungen

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Was sagen unsere Kunden?

★★★★★
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
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Häufig gestellte Fragen

Alles, was Sie über XCrawl wissen müssen.

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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