XCrawl30초 만에 시작하세요.신용카드가 필요하지 않습니다. 모든 기능을 무료로 이용해보세요.무료 체험 시작하기

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.

무료 체험 시작
영업 부서 문의

PropertyGuru Scraper | All-In-One | $30 / mo Scraper API 스크래퍼로 무엇을 만들 수 있나요?

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.

전 세계 데이터 기반 팀이 신뢰합니다

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

XCrawl

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

가장 널리 사용되는 PropertyGuru Scraper | All-In-One | $30 / mo Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

scraper in python

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

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • property_id
  • media_url
  • type
  • price_history
  • timestamp
  • views

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

XCrawl

API 스크래핑 (개발자용)

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

노코드 스크래핑 (운영팀 & 성장팀용)

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.

코드 예시

간단한 API 호출로 몇 초 만에 PropertyGuru Scraper | All-In-One | $30 / mo 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 | $30 / mo 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

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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R
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Twitter Trending Topics Scraper 🌎 Scraper API

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A
Airbnb Images Downloader Scraper API

XCrawl's Airbnb Images Downloader Scraper API empowers developers to scrape images from Airbnb listings effortlessly. Bypass complex parsing hurdles and IP restrictions with our robust image scraper, delivering high-quality image URLs, thumbnails, and media assets in structured JSON. Ideal for python web scraping images, extracting images from websites, and building airbnb datasets without hassle.

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Willhaben.at scraper (marktplatz|jobs|immobilien|autos) Scraper API

XCrawl's Willhaben.at scraper (marktplatz|jobs|immobilien|autos) Scraper API is the ultimate job scraper and auto scraper solution for backend developers. Effortlessly extract job listings, auto details, immobilien data, and marktplatz products with our robust job web scraper. Bypass IP blocks and parsing challenges in job scraping tools for reliable web scraping jobs and data extraction jobs.

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Zomato 🍔 Scraper API

XCrawl's Zomato Scraper API empowers developers to seamlessly scrape Zomato data, bypassing anti-bot measures and delivering structured JSON via a robust zomato api. Overcome parsing complexities, IP blocks, and rate limits with our zomato scraper designed for high-volume zomato web scraping and reliable zomato datasets extraction.

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고객의 실제 평가

★★★★★
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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XCrawl에 대해 꼭 알아야 할 모든 것.

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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