🇲🇾 PropertyGuru Malaysia Scraper [From 💰$0.65/1K]

What does PropertyGuru Malaysia Scraper do?

PropertyGuru Malaysia Scraper is an Apify Actor that extracts residential and commercial property listings from PropertyGuru Malaysia (propertyguru.com.my) across Kuala Lumpur, Selangor, Penang, Johor Bahru, and all Malaysian states—capturing asking prices in MYR, bedrooms, bathrooms, floor area, full addresses, property images, and listing URLs.

Built for Malaysian real estate analysts, cross-border ASEAN property investors, PropTech valuation models, and brokerage intelligence teams, this scraper processes propertyguru.com.my search result URLs and individual property pages and exports clean, structured records in JSON, CSV, or Excel with zero manual proxy configuration.

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🛡️ Zero Proxy Configuration Required: Anti-blocking and regional routing are handled automatically out of the box — just paste your target URLs and click Start.

What data can you extract with PropertyGuru Malaysia Scraper?

💰 Price & Currency — numeric price (485000), formatted price_formatted (MYR 485,000), and currency (MYR)
🏢 Listing Identity & Portal — unique listing id, portal (propertyguru.com.my), country (Malaysia), and property title
🛏️ Unit Specs & Floor Area — bedrooms, bathrooms, and floor area (132 m² or sq ft)
📍 Location & Address — neighborhood, city, and state address across Kuala Lumpur, Penang, Johor Bahru, and Selangor
🖼️ Media & Direct Links — high-resolution property images array, canonical listing url, and ISO-8601 scraped_at timestamp

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Why scrape PropertyGuru Malaysia property listings?

💪 Monitor Malaysian Property Prices in MYR — track Condominium, Serviced Residence, Terrace, and Bungalow asking prices across KLCC, Mont Kiara, Bangsar, George Town, and Iskandar Puteri
🕵️ Cross-Border Causeway & RTS Link Investment Screening — compare Johor Bahru (propertyguru.com.my) residential yields directly against Singapore (propertyguru.com.sg) Condo and HDB benchmarks
✨ Automated Multi-Page Search Extraction — pass any filtered propertyguru.com.my search URL and collect structured listing telemetry without manual copy-pasting
👍 Zero Malaysian Proxy Configuration — country-targeted routing and anti-blocking are handled automatically on the backend
📩 Real-Time Streaming to Apify Dataset — every listing streams immediately to your dataset for live export to Google Sheets, BigQuery, Make, or n8n

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How do I use PropertyGuru Malaysia Scraper?

1. Open PropertyGuru Malaysia Scraper in Apify Console.
2. Paste one or more propertyguru.com.my search or listing URLs into Start URLs (startUrls).
3. Set Max Results (maxItems) to specify the maximum number of Malaysian property listings to collect.
4. Click Start and watch structured MYR property records stream into the dataset log in real time.
5. Download your dataset in JSON, CSV, Excel (.xlsx), or HTML table format from the Output or Dataset tab.

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Input

PropertyGuru Malaysia Scraper accepts a JSON configuration object. Click on the Input tab for the interactive visual form.

{
  "startUrls": [
    {
      "url": "https://www.propertyguru.com.my/property-for-sale"
    }
  ],
  "maxItems": 40
}

🇲🇾 Start URLs (startUrls) — one or more propertyguru.com.my search result URLs (for sale, for rent, or filtered by state/district) or individual property listing URLs
🔢 Max Results (maxItems) — maximum number of property listings to collect per run (default: 40)

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Output sample

Results are packed into a structured dataset where each record represents a single Malaysian property listing. Below is an excerpt of the JSON output:

[
  {
    "id": "prop-948271",
    "portal": "propertyguru.com.my",
    "country": "Malaysia",
    "currency": "MYR",
    "title": "Modern 3-Bedroom Residence in Kuala Lumpur",
    "price": 485000,
    "price_formatted": "MYR 485,000",
    "bedrooms": 3,
    "bathrooms": 2,
    "area": "132 m²",
    "address": "Kuala Lumpur, Malaysia",
    "url": "https://www.propertyguru.com.my/property-for-sale",
    "images": [
      "https://propertyguru.com.my/images/listing-948271-1.jpg"
    ],
    "scraped_at": "2026-10-16T00:00:00Z"
  }
]

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How much does it cost to scrape PropertyGuru Malaysia?

This Actor uses Pay-Per-Event (Pay-Per-Result) pricing with a $0.00 Actor start fee. You only pay for Malaysian property listings delivered to your dataset, and the 128 MB runtime keeps platform compute costs near zero:

🆓 Free Plan — $5.00 / 1,000 results ($0.0050 per result, up to 40 results per run)
🥉 Starter Plan (Bronze) — $1.35 / 1,000 results ($0.00135 per result, unlimited results)
🥈 Scale Plan (Silver) — $0.95 / 1,000 results ($0.00095 per result, unlimited results)
🥇 Business+ Plan (Gold / Platinum / Diamond) — $0.65 / 1,000 results ($0.00065 per result, unlimited results)

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💡 Predictable, All-Inclusive Pay-Per-Event Pricing: There is a $0.00 run start fee and no separate proxy configuration required. You only pay the flat per-result rate above for data successfully delivered to your dataset — works out of the box on both Free and Paid Apify plans.

How many listings can you scrape with PropertyGuru Malaysia Scraper?

PropertyGuru Malaysia Scraper supports state-level and neighborhood-level real estate harvesting across Malaysia:

• State & Township Filtered URLs: Apply filters on propertyguru.com.my (Kuala Lumpur, Selangor, Penang, Johor, property type, freehold vs. leasehold, or MYR price bracket) and paste the resulting URLs into startUrls.
• Multi-Region Batching: Pass multiple township or LRT/MRT station search URLs in a single run to capture comprehensive Malaysian property datasets.
• Exact Budget Caps: Use maxItems to cap each run at the exact number of listings required for your valuation workflow.

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Want to scrape other European & Global Real Estate Portals?

Combine this Actor with our other published European and global property scrapers:

🇪🇸 Idealista Property Scraper — extract Spanish residential and commercial property listings, EUR prices, m², and rooms (From $0.75 / 1K)
🇫🇷 PAP.fr France FSBO Property Scraper — scrape direct private-owner (Particulier à Particulier) property sales and rentals across France (From $0.75 / 1K)
🇫🇷 MeilleursAgents France Property Scraper — scrape French property listings and price-per-m² valuation benchmarks (From $0.75 / 1K)
🇫🇷 BellesDemeures Luxury Property Scraper — extract high-end European villas, châteaux, alpine chalets, and luxury estates (From $0.75 / 1K)

Integrations and PropertyGuru Malaysia Scraper

PropertyGuru Malaysia Scraper connects with any cloud data pipeline or BI tool through Apify integrations:

• No-Code Automation: Trigger runs and route Malaysian property listings via Make, Zapier, n8n, or Pipedream.
• Spreadsheets & Warehouses: Sync MYR property inventory directly into Google Sheets, Airtable, BigQuery, Snowflake, or PostgreSQL.
• Webhooks: Configure run-completion webhooks to alert your investment team when new listings appear in target Malaysian townships.

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Using PropertyGuru Malaysia Scraper with the Apify API

The Apify API gives you programmatic access to launch runs, monitor execution status, and stream dataset items in JSON, CSV, or Excel format.

• Node.js: Install the apify-client NPM package to call misterkhan/propertyguru-malaysia-scraper.
• Python: Install the apify-client PyPI package to pull Malaysian real estate datasets directly into pandas or analytics pipelines.
• AI Agents & MCP: Connect this Actor to Claude, Cursor, or custom AI agents via the Apify MCP Server (https://mcp.apify.com).

Check out the Apify API reference docs or click on the API tab for ready-to-run code snippets.

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Frequently asked questions about PropertyGuru Malaysia Scraper

🛡️ Do I need to configure Malaysian proxies?
No — everything works out of the box with zero setup. Regional routing, session management, and anti-blocking are handled automatically so you do not need to configure custom proxy settings.

🏙️ Can I scrape both property-for-sale and property-for-rent URLs on propertyguru.com.my?
Yes. Paste any property-for-sale or property-for-rent search URL—filtered by state, district, property type, or MYR budget—into startUrls.

🇸🇬 Which Actor should I use for PropertyGuru Singapore (propertyguru.com.sg)?
This Actor is dedicated exclusively to propertyguru.com.my (Malaysia). To scrape propertyguru.com.sg (Singapore) with SGD prices, PSF, HDB/Condo tenure, and MRT proximity, use Singapore PropertyGuru Scraper.

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Is it legal to scrape PropertyGuru Malaysia data?

Our scrapers are ethical and only extract publicly available property listing information displayed on propertyguru.com.my. They do not access private user accounts or password-protected pages. Always ensure your use of extracted data complies with Malaysian PDPA and applicable data protection laws. Read Apify's blog post on the legality of web scraping to learn more.

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Your feedback

We keep this Actor under active maintenance. If a run finishes successfully but returns fewer results than you expected, hangs, or errors — please open an Issue before posting a public review so we can diagnose and fix it for you.

🛠️ How to report — Use the Actor’s Issues tab in Apify Console. Include the run ID, your input JSON, and what you expected vs. what you got.
⏱️ Response time — We aim to reply within 24 hours on business days.
⭐ Reviews — Happy with the results? A short positive review helps other users find a reliable scraper. Ran into a problem? Open an Issue first — we’ll work with you to resolve it before you leave a rating.