PropertyGuru Singapore & Malaysia Real Estate Scraper
Automatically handles anti-bot challenges on PropertyGuru Singapore and Malaysia to deliver structured property listings, PSF pricing, and agent details.
Extracted Output Schema (4 Fields)
JSON Β· CSV Β· Webhook| # | Field / Column Description | Included |
|---|---|---|
| 01 | Listing ID & Condo Name | β Yes |
| 02 | Price (SGD/MYR) & Price PSF | β Yes |
| 03 | Beds, Baths & Floor Area (sqft) | β Yes |
| 04 | MRT Distance & Agent Name | β Yes |
Frequently Asked Questions
Does it bypass PropertyGuruβs Cloudflare Turnstile challenge automatically?
Yes, our Singapore (`-cr-sg`) residential proxy + managed anti-bot solver clears the challenge and extracts the full `structured state` `listingsData` array.
[
{
"id": "25194820",
"title": "Marina One Residences",
"price": "S$ 2,680,000",
"beds": 2,
"sqft": 1141
}
]
{
"startUrls": [
{
"url": "https://www.propertyguru.com.sg/property-for-sale"
}
],
"maxItems": 100
}
curl -X POST https://api.crawlomatic.com/v1/scrape/propertyguru-scraper \
-H "X-API-Key: cm_live_YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"startUrls": [
{
"url": "https://www.propertyguru.com.sg/property-for-sale"
}
],
"maxItems": 100
}'
Run via Direct API or No-Code DataPipeline
Use your Crawlomatic API key (cm_live_...) for direct JSON & SSE streaming, or schedule automated recurring jobs inside DataPipeline.
Pricing Plans for PropertyGuru Singapore & Malaysia Real Estate Scraper
Every subscription includes access to PropertyGuru Singapore & Malaysia Real Estate Scraper (5 credits per request) plus all 33 Verified Structured Data Endpoints.
Hobby
For small projects and personal use.
- β All Structured Data Endpoints Included
- β Universal Web Scraping API (/v1/html)
- β Smart Residential Proxy Rotation
- β Automatic Retries & 24h Cache
Startup
For low-volume production workflows.
- β All Structured Data Endpoints Included
- β Dynamic JavaScript Rendering
- β Automatic Anti-Bot & CAPTCHA Bypass
- β Async Batch Queue (/v1/jobs) & SSE
Business
For production-grade scraping at scale.
- β Global 40+ Country Residential Proxies
- β No-Code DataPipeline Scheduler
- β Advanced Anti-Bot Bypass Included
- β Unlimited Analytics History
Scaling
For scaling multi-source data operations.
- β Global 40+ Country Residential Proxies
- β No-Code DataPipeline + Webhooks
- β Priority High-Concurrency Routing
- β Pay-As-You-Go Overage Protection
Professional
For recurring, high-volume data teams.
- β Priority Engineering Support
- β 1 Free Custom Domain Endpoint / Qtr
- β Dedicated Rendering Capacity
- β 99.9% Uptime SLA Guarantee
Enterprise
Custom volume, SLAs & dedicated clusters.
- β Unlimited Custom Scraper Builds
- β Dedicated Slack & Telegram Channel
- β Direct S3 / Parquet / Postgres Sync
- β Custom Legal & Compliance SLA
Guide to API Credit Multipliers
You are only charged API credits when our gateway returns a successful 200 OK response. Failed requests or automatic retries cost 0 credits.
| Request Type / Endpoint | Routing & Infrastructure | API Credit Cost | Effective Cost (Scaling Plan) |
|---|---|---|---|
Standard Scraping API (/v1/html) & Tech Scanner (/v1/scan) |
Smart Rotating Proxy Pool + Automatic Retries | 1 API Credit | $0.09 / 1,000 requests |
Structured Data Endpoints (/v1/scrape/{slug} β 33 Verified Domains) |
Geo-Targeted Residential Proxy + Structured JSON Parser | 5 API Credits | $0.47 / 1,000 requests |
Protected Anti-Bot JS Rendering (render=true) |
Full Browser JS Rendering + Managed Anti-Bot Bypass | 25 API Credits | $2.35 / 1,000 requests |