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XCrawl솔루션PropertyGuru 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.

무료 체험 시작
영업 부서 문의

PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API 스크래퍼로 무엇을 만들 수 있나요?

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.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

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

가장 널리 사용되는 PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

web scraping in python

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

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • property_id
  • image_urls
  • video_urls
  • thumbnails
  • floor_plans

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

XCrawl

API 스크래핑 (개발자용)

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

노코드 스크래핑 (운영팀 & 성장팀용)

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.

코드 예시

간단한 API 호출로 몇 초 만에 PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

PropertyGuru Scraper | All-In-One | $2 / 1k Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT
다음 결제 방식을 지원합니다:XCrawl ...

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

영업 부서 문의
엔터프라이즈 맞춤화 지원

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OLX Brasil Carros Data Scraper API

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고객의 실제 평가

★★★★★
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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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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