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.
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.
Instantly receive clean, parseable JSON datasets from PropertyGuru, optimized for Python pandas, Node.js processing, or R data frames with real-time accuracy.
Seamless integration for web scraping in Python, web scraping in Node.js, JavaScript, or scraping in R with async support and simple HTTP clients.
Unlimited concurrent requests with rotating proxies for intensive web crawler in Python or JavaScript without IP bans or rate limits.
Advanced parsers in Python handle dynamic PropertyGuru pages, ensuring precise extraction of details, reviews, and metrics every time.
Used by teams across analytics, research, monitoring, and growth workflows.
Access the most commonly used PropertyGuru Scraper | All-In-One | $30 / mo Scraper API data types — fully structured, consistently formatted, and production-ready.
Extract PropertyGuru property details, pricing, and variants via simple Python requests to our REST API endpoints.
Pull search results and rankings from PropertyGuru queries using Python scripts with our structured API.
Crawl PropertyGuru category lists and best sellers with Python-compatible endpoints for bulk data.
Scrape reviews and comments from PropertyGuru listings using Node.js async calls to our API.
Gather agent profiles and seller information from PropertyGuru with JavaScript fetch requests.
Collect media URLs and pricing history from PropertyGuru properties using R-friendly API integration.
Integrate the PropertyGuru Scraper API via REST endpoints in Python, Node.js, JavaScript, or R for programmatic access.
Leverage our dashboard for no-code PropertyGuru scraping with visual tools and exports.
Retrieve PropertyGuru Scraper | All-In-One | $30 / mo Scraper API posts and author information in seconds with a simple API call.
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\"}"
ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.
Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.
Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.
Extract data from several pages at the same time with up to 10K URLs per batch.
Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.
Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.
Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.
Easy to integrate with support for customization.
Receive professional support in case of anyquestions or issues.
TransparentTransparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.
... High-volume plans for teams that need more power and dedicated support.
Enjoy higher rate limits, more concurrent browsers, and priority support.
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Learn MoreWeb scraping in python has never been easier for PropertyGuru data. Clean datasets and fast!
Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.
Crawler in python pulled all search results accurately. Best for market analysis.
Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.
Scraping in r for pricing history is a game-changer. High-quality datasets.
Web scraper in javascript handled reviews perfectly. Easy integration and reliable.
Data scraping in python at scale – no blocks, pure speed for PropertyGuru.
Love the web crawling in javascript features. Accurate property details every time.
Web scraping in python 3 simplified our competitor tracking. Highly recommend!
Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast!
Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.
Crawler in python pulled all search results accurately. Best for market analysis.
Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.
Scraping in r for pricing history is a game-changer. High-quality datasets.
Web scraper in javascript handled reviews perfectly. Easy integration and reliable.
Data scraping in python at scale – no blocks, pure speed for PropertyGuru.
Love the web crawling in javascript features. Accurate property details every time.
Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast!
Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.
Crawler in python pulled all search results accurately. Best for market analysis.
Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.
Scraping in r for pricing history is a game-changer. High-quality datasets.
Web scraper in javascript handled reviews perfectly. Easy integration and reliable.
Data scraping in python at scale – no blocks, pure speed for PropertyGuru.
Love the web crawling in javascript features. Accurate property details every time.
Web scraping in python 3 simplified our competitor tracking. Highly recommend!
Web scraping in python has never been easier for PropertyGuru data. Clean datasets and fast!
Perfect scraper in python for property prices. Integrated seamlessly into our Node.js app.
Crawler in python pulled all search results accurately. Best for market analysis.
Web scraping in node js works flawlessly. Got agent profiles in JSON instantly.
Scraping in r for pricing history is a game-changer. High-quality datasets.
Web scraper in javascript handled reviews perfectly. Easy integration and reliable.
Data scraping in python at scale – no blocks, pure speed for PropertyGuru.
Love the web crawling in javascript features. Accurate property details every time.
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