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XCrawlSolutionsPropertyguru Property Search Scraper API

Propertyguru Property Search Scraper API

XCrawl's Propertyguru Property Search Scraper API delivers a robust property data api for seamless access to real estate listings. Bypass IP blocking and parsing hurdles with our advanced crawler properties solution, delivering clean dataset property in JSON format for backend developers building scalable real estate applications.

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Que pouvez-vous construire avec le scraper Propertyguru Property Search Scraper API ?

Develop competitive real estate analytics platforms using our property data api for market trend tracking. Create comprehensive crawler properties tools for bulk dataset property extraction, enabling pricing intelligence and investment forecasting. Power ML models with structured property search data for predictive valuation and location-based insights.

XCrawl

Structured JSON Output

Get instant, parse-ready JSON from property data api endpoints, optimized for Python and Node.js integration with real-time dataset property delivery.

XCrawl

Anti-Ban Proxies

Rotate residential proxies to avoid blocks while crawling properties, ensuring uninterrupted access to vast dataset property collections.

XCrawl

Scalable Async Requests

Handle high-volume crawler properties with async API calls, supporting millions of property data api requests daily without rate limits.

XCrawl

Historical Data Archives

Access time-series dataset property for pricing trends via our property data api, ideal for longitudinal real estate analysis.

Adopté par des équipes data-driven du monde entier

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

XCrawl

Scrapers Propertyguru Property Search Scraper API disponibles

Accédez aux formats Propertyguru Property Search Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

property data api

Comprehensive endpoint for detailed property listings and features extraction.

Méthode de scraping :
  • property_id
  • title
  • price
  • location
  • bedrooms
  • bathrooms
  • size_sqft
  • agent_name

crawler properties

Targeted crawler for property search results and paginated listings.

Méthode de scraping :
  • search_query
  • total_results
  • ranking
  • property_urls
  • thumbnails
  • summary_prices

dataset property

Bulk export endpoint for complete property datasets with filters.

Méthode de scraping :
  • dataset_id
  • properties_count
  • date_scraped
  • coverage_area
  • avg_price

property pricing api

Extract current and historical pricing from property data api.

Méthode de scraping :
  • price_current
  • price_history
  • price_per_sqft
  • discounts
  • rental_yield

property seller info

Scrape agent and seller details from listings via crawler properties.

Méthode de scraping :
  • seller_id
  • agent_name
  • contact_phone
  • agency
  • ratings
  • listings_count

property reviews scraper

Gather user reviews and ratings for dataset property analysis.

Méthode de scraping :
  • review_id
  • rating
  • comment
  • verified
  • date
  • reviewer

Méthodes de crawling Propertyguru Property Search Scraper API

XCrawl

API Scraping (pour les développeurs)

Integrate via simple REST API endpoints for programmatic property data api access.

  • XCrawl
    Python SDK
    Use our official Python client for async crawler properties requests and instant JSON parsing.
  • XCrawl
    Node.js Support
    Leverage lightweight Node.js wrappers for high-throughput dataset property scraping.
  • XCrawl
    Custom Headers
    Fine-tune requests with auth tokens and params for precise property data api targeting.
XCrawl

No-code Scraping (pour équipes ops & growth)

Use our intuitive dashboard for no-code crawler properties setup and monitoring.

  • XCrawl
    Visual Query Builder
    Select filters and properties visually without writing property data api code.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring dataset property crawls and alerts.
  • XCrawl
    CSV/JSON Exports
    Download cleaned dataset property directly in Excel or JSON formats.

Exemples de code

Récupérez les posts et infos auteur Propertyguru Property Search 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 Property Search 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

XCrawl's property data api transformed our real estate analytics pipeline with flawless dataset property quality.

Alex Chen
Alex Chen
Data Engineer
★★★★★
4.9

Crawler properties endpoints are lightning-fast and reliable for daily market monitoring.

Sarah Lim
Sarah Lim
CTO, PropTech Startup
★★★★★
5.0

Easy integration and accurate dataset property made scaling our scraper effortless.

Mike Rahman
Mike Rahman
Backend Developer
★★★★★
4.8

Property data api delivers the precise real estate insights we needed for competitor tracking.

Julia Tan
Julia Tan
Product Manager
★★★★★
4.9

High-quality crawler properties data fueled our pricing prediction models perfectly.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Dataset property exports saved us weeks of manual scraping work.

Emma Khoo
Emma Khoo
Growth Analyst
★★★★★
4.7

Robust anti-ban features in property data api handle massive volumes seamlessly.

Raj Patel
Raj Patel
DevOps Lead
★★★★★
5.0

Clean JSON from crawler properties accelerated our property valuation AI.

Lisa Ng
Lisa Ng
Data Scientist
★★★★★
4.9

Best dataset property source for investment decisions—highly recommend.

Tom Lee
Tom Lee
Founder, Real Estate Firm
★★★★★
5.0

Property data api integration was a breeze with top-tier support.

Kevin Soh
Kevin Soh
Senior Developer
★★★★★
5.0

XCrawl's property data api transformed our real estate analytics pipeline with flawless dataset property quality.

Alex Chen
Alex Chen
Data Engineer
★★★★★
4.9

Crawler properties endpoints are lightning-fast and reliable for daily market monitoring.

Sarah Lim
Sarah Lim
CTO, PropTech Startup
★★★★★
5.0

Easy integration and accurate dataset property made scaling our scraper effortless.

Mike Rahman
Mike Rahman
Backend Developer
★★★★★
4.8

Property data api delivers the precise real estate insights we needed for competitor tracking.

Julia Tan
Julia Tan
Product Manager
★★★★★
4.9

High-quality crawler properties data fueled our pricing prediction models perfectly.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Dataset property exports saved us weeks of manual scraping work.

Emma Khoo
Emma Khoo
Growth Analyst
★★★★★
4.7

Robust anti-ban features in property data api handle massive volumes seamlessly.

Raj Patel
Raj Patel
DevOps Lead
★★★★★
5.0

Clean JSON from crawler properties accelerated our property valuation AI.

Lisa Ng
Lisa Ng
Data Scientist
★★★★★
4.9

Best dataset property source for investment decisions—highly recommend.

Tom Lee
Tom Lee
Founder, Real Estate Firm
★★★★★
5.0

Property data api integration was a breeze with top-tier support.

Kevin Soh
Kevin Soh
Senior Developer
★★★★★
5.0

XCrawl's property data api transformed our real estate analytics pipeline with flawless dataset property quality.

Alex Chen
Alex Chen
Data Engineer
★★★★★
4.9

Crawler properties endpoints are lightning-fast and reliable for daily market monitoring.

Sarah Lim
Sarah Lim
CTO, PropTech Startup
★★★★★
5.0

Easy integration and accurate dataset property made scaling our scraper effortless.

Mike Rahman
Mike Rahman
Backend Developer
★★★★★
4.8

Property data api delivers the precise real estate insights we needed for competitor tracking.

Julia Tan
Julia Tan
Product Manager
★★★★★
4.9

High-quality crawler properties data fueled our pricing prediction models perfectly.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Dataset property exports saved us weeks of manual scraping work.

Emma Khoo
Emma Khoo
Growth Analyst
★★★★★
4.7

Robust anti-ban features in property data api handle massive volumes seamlessly.

Raj Patel
Raj Patel
DevOps Lead
★★★★★
5.0

Clean JSON from crawler properties accelerated our property valuation AI.

Lisa Ng
Lisa Ng
Data Scientist
★★★★★
4.9

Best dataset property source for investment decisions—highly recommend.

Tom Lee
Tom Lee
Founder, Real Estate Firm
★★★★★
5.0

Property data api integration was a breeze with top-tier support.

Kevin Soh
Kevin Soh
Senior Developer
★★★★★
5.0

XCrawl's property data api transformed our real estate analytics pipeline with flawless dataset property quality.

Alex Chen
Alex Chen
Data Engineer
★★★★★
4.9

Crawler properties endpoints are lightning-fast and reliable for daily market monitoring.

Sarah Lim
Sarah Lim
CTO, PropTech Startup
★★★★★
5.0

Easy integration and accurate dataset property made scaling our scraper effortless.

Mike Rahman
Mike Rahman
Backend Developer
★★★★★
4.8

Property data api delivers the precise real estate insights we needed for competitor tracking.

Julia Tan
Julia Tan
Product Manager
★★★★★
4.9

High-quality crawler properties data fueled our pricing prediction models perfectly.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Dataset property exports saved us weeks of manual scraping work.

Emma Khoo
Emma Khoo
Growth Analyst
★★★★★
4.7

Robust anti-ban features in property data api handle massive volumes seamlessly.

Raj Patel
Raj Patel
DevOps Lead
★★★★★
5.0

Clean JSON from crawler properties accelerated our property valuation AI.

Lisa Ng
Lisa Ng
Data Scientist
★★★★★
4.9

Best dataset property source for investment decisions—highly recommend.

Tom Lee
Tom Lee
Founder, Real Estate Firm
★★★★★
5.0

Property data api integration was a breeze with top-tier support.

Kevin Soh
Kevin Soh
Senior Developer
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Questions fréquentes

Tout ce que vous devez savoir sur XCrawl.

How does the Propertyguru Property Search Scraper API architecture work?
Our cloud-based proxy-rotated crawlers fetch public pages, parse with AI, and return structured JSON via REST endpoints for instant property data api use.
What factors determine pricing for this scraper API?
Pricing scales by monthly request volume, concurrent crawls, data retention period, and premium features like historical dataset property archives.
What data coverage and limitations apply to Propertyguru scraping?
Full coverage of public search results, listings, and details; excludes private/logged-in content or dynamic JS-heavy sections for compliance.
Is using this scraper API legal and compliant?
We scrape only publicly available data, respecting robots.txt and rate limits—users must ensure their own compliance with terms of service.
What integration support is available?
Official SDKs for Python/Node.js, comprehensive docs, API playground, and Slack support for custom crawler properties setups.

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