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XCrawlSolutionsPropertyGuru 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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Que pouvez-vous construire avec le scraper PropertyGuru Scraper | All-In-One | $30 / mo Scraper API ?

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.

Adopté par des équipes data-driven du monde entier

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

XCrawl

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

Accédez aux formats PropertyGuru Scraper | All-In-One | $30 / mo Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

scraper in python

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

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • property_id
  • media_url
  • type
  • price_history
  • timestamp
  • views

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

XCrawl

API Scraping (pour les développeurs)

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 (pour équipes ops & growth)

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.

Exemples de code

Récupérez les posts et infos auteur PropertyGuru Scraper | All-In-One | $30 / mo 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 | $30 / mo 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
Nous acceptons ces méthodes de paiement :XCrawl ...

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!

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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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 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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