Malaysia Clinic Directory Scraper

Extract verified private clinics, dental offices, and medical centers across Malaysia.

The Malaysia Clinic Directory Scraper is a powerful data extraction tool designed specifically for the Southeast Asian healthcare market. Seamlessly extract B2B leads for medical suppliers, pharmaceutical reps, and clinic software vendors directly from top Malaysian directories.

What can Malaysia Clinic Scraper do?

• ✅ Extract Medical Facility Leads - Get clinic names, verified physical addresses, and direct contact numbers.
• ✅ Target specific Healthcare Sectors - Focus your search on general practitioners (GP), dental clinics, or specialized medical centers.
• ✅ Identify Local Footprint - Target specific regions like Kuala Lumpur, Penang, or Johor.
• ✅ Export formats - Download data in JSON, CSV, Excel, or HTML formats.
• ✅ Integrations - Connect seamlessly with API, webhooks, Make, or Zapier.
• ✅ No coding required - Use our simple interface to start scraping immediately.

Why scrape Malaysian Clinics?

Malaysia has a highly developed private healthcare and medical tourism sector, making it incredibly lucrative for specialized B2B services:

• 🎯 Health Tech & Software Sales - Pitch new clinic management software, electronic health records (EHR) systems, or appointment scheduling tools directly to local clinics.
• 📊 Pharmaceutical & Medical Device Supply - Find local GP offices and specialized centers to supply medical consumables, dental tools, and pharmaceuticals.
• 📍 Market Research - Analyze the density of dental vs. general clinics across different states like Penang and Johor.

What data can you extract?

Data Field	Description	Example
clinicName	The name of the clinic	"Klinik Kesihatan KLCC"
specialty	Medical specialty	"General Clinic / GP"
address	The full MY address	"Level 1, Suria KLCC, Kuala Lumpur 50088"
phone	Direct contact number	"+60 3 9876 5432"
website	Clinic website	"https://www.example.my"
listingUrl	Link to the directory listing	"https://www.yellowpages.my/..."

How to scrape Malaysia Clinic data

1. Click "Try for free" to start using the actor.
2. Enter your input - Provide a keyword (e.g., "dental clinic" or "medical center") and a location (e.g., "Kuala Lumpur").
3. Configure options - Set the maximum number of leads you want to extract.
4. Start the scraper - Click Start and let the actor do the work.
5. Download results - Export your leads as JSON, CSV, or Excel.

Input

Configure the scraper with these key settings:

• Keyword - The specific medical service (e.g., 'clinic', 'dental clinic', 'medical center').
• Location - Malaysia Region (e.g., 'Kuala Lumpur', 'Penang', 'Johor').
• Maximum Leads - The total number of records to extract.
• Proxy Configuration - Apify Residential Proxy (Malaysia targeted) is highly required to bypass regional blocks.

Output

You can download data in multiple formats:

• JSON - For developers and programmatic access
• CSV - For easy import into Excel or CRM systems
• Excel - Ready-to-use spreadsheet

Output example

{
    "clinicName": "Klinik Kesihatan KLCC",
    "specialty": "Dental Clinic",
    "address": "Level 1, Suria KLCC, Kuala Lumpur 50088",
    "phone": "+60398765432",
    "website": "https://www.example.my",
    "listingUrl": "https://www.yellowpages.my/...",
    "scrapedAt": "2026-07-02T15:00:00Z"
}

How much does it cost?

This actor uses a Pay-Per-Event (PPE) pricing model tailored for premium healthcare B2B leads:

• Base Fee: $0.25 per start
• Lead Fee: $3.50 per 1,000 clinic leads extracted ($0.0035 per lead)

Free tier: Apify provides $5 in free monthly credits, allowing you to extract over 1,300 premium Malaysian medical leads for free!

Is it legal to scrape?

Yes, scraping publicly available data is generally legal. This Actor only extracts public information.

Best practices:

• Use the data ethically for B2B outreach in compliance with Malaysia's PDPA.
• Respect the target site's Terms of Service.
• Ensure compliance with data privacy regulations when handling contact information.

Integrations

Connect with 1000+ apps:

• Google Sheets - Auto-update spreadsheets with new leads.
• Slack - Get notifications when scraping finishes.
• Webhooks - Send data directly to your CRM.
• API - Programmatic access for developers.

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License: Apache-2.0 | Version: 1.0.0