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XCrawlLösungenPropertyGuru Scraper | All-In-One | $30 / mo Scraper API

PropertyGuru Scraper | All-In-One | $30 / mo Scraper API

XCrawl's PropertyGuru Scraper API is your all-in-one solution for web scraping in Python, Node.js, JavaScript, and R. Effortlessly extract property details, search results, reviews, agent profiles, pricing history, and more in structured JSON. Bypass parsing challenges with parsers in Python or custom crawlers, avoiding blocks for reliable data at $30/mo.

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Was können Sie mit dem PropertyGuru Scraper | All-In-One | $30 / mo Scraper API Scraper bauen?

Build real-time property price monitoring tools with pricing history from data scraping in Python. Analyze market trends via search results and reviews using web crawling in JavaScript. Track agent performance and seller information for competitive insights with web scraping in Node.js or R datasets.

XCrawl

Structured JSON Output

Instantly receive clean, parseable JSON datasets from PropertyGuru, optimized for Python pandas, Node.js processing, or R data frames with real-time accuracy.

XCrawl

Multi-Language SDKs

Seamless integration for web scraping in Python, web scraping in Node.js, JavaScript, or scraping in R with async support and simple HTTP clients.

XCrawl

Scalable Proxy Pool

Unlimited concurrent requests with rotating proxies for intensive web crawler in Python or JavaScript without IP bans or rate limits.

XCrawl

99% Parse Accuracy

Advanced parsers in Python handle dynamic PropertyGuru pages, ensuring precise extraction of details, reviews, and metrics every time.

Vertraut von datengetriebenen Teams weltweit

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

XCrawl

Verfügbare PropertyGuru Scraper | All-In-One | $30 / mo Scraper API Scraper

Greifen Sie auf die meistgenutzten PropertyGuru Scraper | All-In-One | $30 / mo Scraper API Datentypen zu – vollständig strukturiert, einheitlich formatiert und produktionsbereit.

scraper in python

Extract PropertyGuru property details, pricing, and variants via simple Python requests to our REST API endpoints.

Scraping-Methode:
  • property_id
  • title
  • price
  • sqft
  • location
  • bedrooms
  • bathrooms
  • images

web scraper in python

Pull search results and rankings from PropertyGuru queries using Python scripts with our structured API.

Scraping-Methode:
  • query
  • results_count
  • property_id
  • title
  • price
  • agent_name
  • listing_date
  • url

crawler in python

Crawl PropertyGuru category lists and best sellers with Python-compatible endpoints for bulk data.

Scraping-Methode:
  • category
  • rank
  • property_id
  • title
  • price
  • location
  • media_urls

web scraping in node js

Scrape reviews and comments from PropertyGuru listings using Node.js async calls to our API.

Scraping-Methode:
  • review_id
  • property_id
  • rating
  • comment
  • verified
  • date
  • user_id

web scraping in javascript

Gather agent profiles and seller information from PropertyGuru with JavaScript fetch requests.

Scraping-Methode:
  • agent_id
  • name
  • bio
  • phone
  • ratings
  • properties_sold
  • engagement_metrics

scraping in r

Collect media URLs and pricing history from PropertyGuru properties using R-friendly API integration.

Scraping-Methode:
  • property_id
  • media_url
  • type
  • price_history
  • timestamp
  • views

PropertyGuru Scraper | All-In-One | $30 / mo Scraper API Crawling-Methoden

XCrawl

API Scraping (Für Entwickler)

Integrate the PropertyGuru Scraper API via REST endpoints in Python, Node.js, JavaScript, or R for programmatic access.

  • XCrawl
    Python Integration
    Install via pip for web scraping in python with requests or asyncio support for high-volume crawls.
  • XCrawl
    Node.js Support
    NPM client enables web scraping in node js with promises and proxy handling out-of-the-box.
  • XCrawl
    JS/R Async Calls
    Use fetch in JavaScript or httr in R for fast, non-blocking data extraction from PropertyGuru.
XCrawl

No-Code Scraping (Für Ops- & Growth-Teams)

Leverage our dashboard for no-code PropertyGuru scraping with visual tools and exports.

  • XCrawl
    Visual Data Picker
    Select fields like prices or reviews via point-and-click interface without coding.
  • XCrawl
    Scheduled Scrapes
    Automate daily crawls for search results or pricing history with cron-like scheduling.
  • XCrawl
    Instant Exports
    Download PropertyGuru datasets in CSV, Excel, JSON, or connect to databases directly.

Code-Beispiele

Rufen Sie PropertyGuru Scraper | All-In-One | $30 / mo 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 | $30 / mo 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!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.

Maria Santos
Maria Santos
Backend Developer
★★★★★
5.0

Crawler in python pulled all search results accurately. Best for market analysis.

Raj Patel
Raj Patel
Real Estate Analyst
★★★★★
4.8

Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.

Emily Chen
Emily Chen
Full-Stack Engineer
★★★★★
5.0

Scraping in r for pricing history is a game-changer. High-quality datasets.

David Kim
David Kim
Quantitative Researcher
★★★★★
4.9

Web scraper in javascript handled reviews perfectly. Easy integration and reliable.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Data scraping in python at scale – no blocks, pure speed for PropertyGuru.

Carlos Mendes
Carlos Mendes
DevOps Engineer
★★★★★
4.7

Love the web crawling in javascript features. Accurate property details every time.

Sophie Laurent
Sophie Laurent
BI Analyst
★★★★★
5.0

All-in-one scraper tool for PropertyGuru. Dataset quality is outstanding.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

Web scraping in python 3 simplified our competitor tracking. Highly recommend!

Anna Novak
Anna Novak
Growth Hacker
★★★★★
5.0

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

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.

Maria Santos
Maria Santos
Backend Developer
★★★★★
5.0

Crawler in python pulled all search results accurately. Best for market analysis.

Raj Patel
Raj Patel
Real Estate Analyst
★★★★★
4.8

Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.

Emily Chen
Emily Chen
Full-Stack Engineer
★★★★★
5.0

Scraping in r for pricing history is a game-changer. High-quality datasets.

David Kim
David Kim
Quantitative Researcher
★★★★★
4.9

Web scraper in javascript handled reviews perfectly. Easy integration and reliable.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Data scraping in python at scale – no blocks, pure speed for PropertyGuru.

Carlos Mendes
Carlos Mendes
DevOps Engineer
★★★★★
4.7

Love the web crawling in javascript features. Accurate property details every time.

Sophie Laurent
Sophie Laurent
BI Analyst
★★★★★
5.0

All-in-one scraper tool for PropertyGuru. Dataset quality is outstanding.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

Web scraping in python 3 simplified our competitor tracking. Highly recommend!

Anna Novak
Anna Novak
Growth Hacker
★★★★★
5.0

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

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.

Maria Santos
Maria Santos
Backend Developer
★★★★★
5.0

Crawler in python pulled all search results accurately. Best for market analysis.

Raj Patel
Raj Patel
Real Estate Analyst
★★★★★
4.8

Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.

Emily Chen
Emily Chen
Full-Stack Engineer
★★★★★
5.0

Scraping in r for pricing history is a game-changer. High-quality datasets.

David Kim
David Kim
Quantitative Researcher
★★★★★
4.9

Web scraper in javascript handled reviews perfectly. Easy integration and reliable.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Data scraping in python at scale – no blocks, pure speed for PropertyGuru.

Carlos Mendes
Carlos Mendes
DevOps Engineer
★★★★★
4.7

Love the web crawling in javascript features. Accurate property details every time.

Sophie Laurent
Sophie Laurent
BI Analyst
★★★★★
5.0

All-in-one scraper tool for PropertyGuru. Dataset quality is outstanding.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

Web scraping in python 3 simplified our competitor tracking. Highly recommend!

Anna Novak
Anna Novak
Growth Hacker
★★★★★
5.0

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

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.

Maria Santos
Maria Santos
Backend Developer
★★★★★
5.0

Crawler in python pulled all search results accurately. Best for market analysis.

Raj Patel
Raj Patel
Real Estate Analyst
★★★★★
4.8

Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.

Emily Chen
Emily Chen
Full-Stack Engineer
★★★★★
5.0

Scraping in r for pricing history is a game-changer. High-quality datasets.

David Kim
David Kim
Quantitative Researcher
★★★★★
4.9

Web scraper in javascript handled reviews perfectly. Easy integration and reliable.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Data scraping in python at scale – no blocks, pure speed for PropertyGuru.

Carlos Mendes
Carlos Mendes
DevOps Engineer
★★★★★
4.7

Love the web crawling in javascript features. Accurate property details every time.

Sophie Laurent
Sophie Laurent
BI Analyst
★★★★★
5.0

All-in-one scraper tool for PropertyGuru. Dataset quality is outstanding.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

Web scraping in python 3 simplified our competitor tracking. Highly recommend!

Anna Novak
Anna Novak
Growth Hacker
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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 IDs, deploy headless browsers/proxies, parse pages, and return structured JSON datasets instantly.
What factors determine the pricing model?
Fixed $30/mo all-in-one plan includes unlimited standard requests; scales with concurrency and volume for enterprise, no hidden per-call fees.
What PropertyGuru data coverage and limitations apply?
Full coverage of public listings, searches, reviews, agents, media; follows site updates but excludes login-walled or deleted content.
Is using the PropertyGuru Scraper API legal and compliant?
We scrape only publicly available data, honoring robots.txt. Users should review PropertyGuru ToS and use for legitimate analysis purposes.
What integration support is provided?
SDKs/docs for web scraping in python, node js, javascript, r; code samples, API playground, and priority support for custom setups.

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