PropertyGuru web scraping & data extraction services
Daily PropertyGuru real estate data — prices, listings, availability, and reviews — refreshed on your schedule and delivered to your warehouse.
- Coverage across PropertyGuru's real estate catalog
- Hourly to real-time refresh
- Stable, versioned schema
- Pay only for successful records
PropertyGuru web scraping, done right.
PropertyGuru web scraping at scale, normalized to a stable schema. Krawlx maintains the scrapers, anti-bot stack, and parsing layer so your team gets clean, ready-to-use PropertyGuru data without operating the crawl pipeline yourself.
Krawlx is a full-stack web scraping partner — not a proxy reseller and not a script library. Our infrastructure, parsers, and SRE team are tuned specifically for PropertyGuru, so when PropertyGuru ships a new layout, an A/B test, or a fresh anti-bot challenge, the fix is on our roadmap, not yours.
Every PropertyGuru field, scraped and normalized.
Krawlx PropertyGuru web scraping covers every field visible on the page — and a few that aren't (computed deltas, history, normalized identifiers).
Don't see a field? Tell us what you need — we add fields on request, typically within 5 working days.
Every PropertyGuru surface, covered.
From a single SKU lookup to a full nightly catalog refresh — Krawlx supports every PropertyGuru web scraping pattern your team needs.
Listing detail pages
Krawlx web scraping support for PropertyGuru's listing detail pages surface — schema-stable and SLA-backed.
Search / map pages
Krawlx web scraping support for PropertyGuru's search / map pages surface — schema-stable and SLA-backed.
Agent profiles
Krawlx web scraping support for PropertyGuru's agent profiles surface — schema-stable and SLA-backed.
Price history modals
Krawlx web scraping support for PropertyGuru's price history modals surface — schema-stable and SLA-backed.
Who uses PropertyGuru web scraping data, and why.
Our customers run PropertyGuru scraping for these core jobs-to-be-done, each shipped as a managed feed.
AVM-grade comp data
Daily-refreshed comps and price-history feeds for automated valuation models and underwriting.
Off-market & DOM tracking
New, updated, and status-changed listings — including DOM velocity and price-cut frequency.
Listing aggregation feed
Cross-portal feed for proptech apps that need national or cross-border coverage.
Your stack, your schedule.
PropertyGuru data lands wherever your team works — REST API, real-time webhooks, Parquet drops to S3, or daily writes to your warehouse.
- JSON, CSV, JSONL, Parquet
- Postgres, MySQL, BigQuery, Snowflake, Redshift
- S3, GCS, Azure Blob, SFTP
- Webhooks (any HTTPS endpoint)
- Real-time websocket streams (Growth & Enterprise)
- Cron, hourly, daily, on-demand
# Scrape PropertyGuru product data via Krawlx curl -X GET "https://api.krawlx.io/v2/products/propertyguru" \ -H "Authorization: Bearer $KRAWLX_KEY" \ -d url="https://propertyguru.example/p/B0CXYZ1234" \ -d fields="price,stock,reviews,seller"
One auth scheme, one schema. Switch PropertyGuru for any platform — same code path, same response shape.
PropertyGuru web scraping — within the rules.
Public data only
We scrape only publicly accessible PropertyGuru pages. We never log into customer accounts or extract personal information not displayed publicly.
GDPR · CCPA · DPDP
Krawlx complies with GDPR (EU/UK), CCPA (California), India's DPDP Act, and local data-protection regimes. PII is filtered at the edge before delivery.
Respectful crawling
Polite request rates, jittered scheduling, and back-off on signal. Our crawlers are designed not to disrupt PropertyGuru's service for real users.
PropertyGuru web scraping — frequent questions.
Other Southeast Asia & real estate web scraping services.
Pair PropertyGuru with these adjacent platforms — most teams scrape 3–6 in parallel for full market coverage.
Get a free PropertyGuru web scraping sample.
Send us 5 PropertyGuru URLs (or just a category). We'll deliver a normalized JSON sample within 24 hours.
Request a free sample