Navigating Singapore's High-Value Property Data Landscape
Singapore’s real estate market is one of Asia’s premier financial hubs, characterized by a unique bifurcation between public Housing & Development Board (HDB) flats and high-density private condominiums and landed properties. Institutional real estate funds, wealth managers, PropTech startups, and real estate agencies rely on continuous tracking of price per square foot (PSF in Singapore Dollars $ SGD), rental yields, tenure (99-year Leasehold vs Freehold), and CEA agent license numbers.
Our managed real estate data scraping services in Singapore provide clean, structured data feeds straight to your database. We extract list prices, floor levels, MRT proximity data, tenure details, condo maintenance fees, and CEA agent contact leads.
Major portals like PropertyGuru Singapore deploy Cloudflare and custom anti-bot protection. Our scrapers utilize Singapore residential IP proxies and automated browser sessions to deliver continuous data feeds with 99.5% uptime.
Top Singapore Real Estate Websites We Scrape
🏡 PropertyGuru Singapore
Singapore's market-leading portal. Scrape HDB & condo sale listings, rental rates, PSF metrics, floor plans, and CEA agent leads across all 28 postal districts.
🏢 99.co & EdgeProp
Scrape 99.co and EdgeProp listing specs, historical transaction prices, land size, and new project launch data in Singapore.
📜 HDB Resale & URA Datasets
Extract official HDB flat resale transaction logs, town breakdown data, and URA private residential sales records.
Key Use Cases for Singapore Property Data Scraping
🎯 B2B CEA Agent Lead Gen
Harvest verified CEA-registered agent names, CEA license numbers, agency names (PropNex, ERA, Huttons), and phone leads.
📈 Price Per Sq Ft (PSF) Analytics
Monitor PSF pricing across District 9, 10, 11 (Core Central Region) and Rest of Central Region (RCR).
🔑 HDB Resale Market Benchmarking
Analyze HDB flat resale values and lease remaining years across mature HDB estates.
🏦 Institutional Asset Management
Enrich private wealth investment models with real-time condo pricing feeds.
📊 Agency Listing Share
Track agency listing volumes across Singapore postal districts.
🔄 Real Estate Database Integration
Stream scraped property JSON feeds directly into PostgreSQL or AWS S3 buckets.
Case Study: Singapore Family Office Tracks 45,000 Private Condominium Assets
Singapore Wealth Manager Scrapes PropertyGuru & 99.co Across 28 Districts
Challenge: A wealth management fund needed continuous PSF trend tracking and rental yield data across private condo developments in Singapore but faced Cloudflare rate limits.
Solution: WebScrapingHub deployed a daily proxy-rotated web scraping pipeline targeting PropertyGuru and 99.co, extracting PSF metrics, tenure type, and agent details.
Results: The fund screened over 45,000 condo listings, identifying 12 undervalued Freehold acquisitions in District 10. Read more on our Case Studies page.
Frequently Asked Questions (Singapore Real Estate Scraping)
Can you scrape PropertyGuru Singapore and 99.co?
Yes. We use Singapore residential proxies to bypass Cloudflare anti-bot security, delivering clean CSV or API feeds.
Do you collect CEA agent registration numbers?
Yes. We capture verified CEA license numbers, agency names, agent phone leads, and active listing portfolios.