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EdgeProp Property Search Scraper: Extract Real Estate Listings from Malaysia & Singapore

About EdgeProp

EdgeProp is Southeast Asia's premier property portal, serving the Malaysian and Singapore real estate markets with comprehensive listings, agent networks, and market insights. With thousands of active properties across residential, commercial, and industrial categories, EdgeProp attracts serious buyers, investors, and agents. Manually collecting property data from search results is labor-intensive — the EdgeProp Property Search Scraper automates this process, delivering structured datasets perfect for analysis and integration.

Overview

The EdgeProp Property Search Scraper extracts complete property listings from EdgeProp search result pages, transforming raw HTML into clean, analysis-ready data. It is ideal for:

• Real estate investors monitoring market trends and pricing patterns
• Market researchers analyzing property supply, demand, and regional variations
• Data analysts building datasets for pricing models and valuations
• Business intelligence teams integrating property data into dashboards and reports

The scraper handles paginated search results efficiently, supports configurable volume limits, and gracefully continues on URL failures, making it reliable for bulk data collection across Malaysian and Singaporean markets.

Input Format

The scraper accepts a JSON configuration specifying which property pages to scrape:

{
"urls":[
"https://www.edgeprop.my/buy/malaysia/all-residential?page=2"
],
"ignore_url_failures":true,
"max_items_per_url":200
}

Tips:

• Use direct EdgeProp search pages (e.g., /buy/, /rent/, or /commercial/)
• Include ?page=X parameters to target specific result pages
• Set max_items_per_url: 200 for maximum efficiency; use lower values to cap volume

Output Format

Sample output

{
"listing_type":"sale",
"agent_plan":"premium",
"location":"5.3892837657674,100.40094338354",
"listing_id":3702204,
"agent_id":65632,
"agent_name":"EdgeProp",
"agent_ren":"EdgeProp.my",
"agent_agency":"EdgeProp.my",
"agent_contact":"911911911",
"agent_profile_image":"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC84ODNfMTU5MDk4MjU5OF9wcm9maWxlX2VkZ2U5MTEuanBnIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjoxMjUsImhlaWdodCI6MTI1LCJmaXQiOiJjb3ZlciJ9fX0=",
"agent_agency_logo":"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC85MTBfMTcwNDIxMDY3M19sb2dvX3VzZXJpY29ubmV3LnBuZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJoZWlnaHQiOjQwLCJmaXQiOiJvdXRzaWRlIn19fQ==",
"is_rrt_verified":0,
"only_verified_leads":0,
"status":1,
"title":"SkyWorld Pearlmont",
"headline":"SkyWorld Pearlmont",
"created_timestamp":1762499005,
"updated_at":"2026-03-06T15:45:57Z",
"changed_timestamp":1772783157,
"state":"Penang",
"district":"Seberang Jaya",
"property_class":1,
"completion_year":2029,
"additional_amenities":[
"Jogging Track",
"Outdoor Fitness",
"Plaza/ Lounges",
"BBQ Pit",
"Terrace Garden",
"Pavilion",
"Open Rooftop",
"Playground",
"Viewing Deck",
"Open Lawn & Amphitheater",
"Community Hall"
],
"area_unit":null,
"asking_price":323000,
"asking_price_type":"Negotiable",
"bathrooms":2,
"bedrooms":3,
"built_up":900,
"built_up_price_per_unit":358.89,
"built_up_unit":"sqft",
"images":[
"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC82NTYzMl8xNzcyNzgzMDM1XzVFZGdQcm81X2ZhY2FkZWZhM18wLmpwZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6ODYwLCJoZWlnaHQiOjQ2MCwiZml0IjoiY292ZXIifX19",
"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC82NTYzMl8xNzYyNTAwODg5XzVFZGdQcm81X3Bvb2xfMC5qcGciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjg2MCwiaGVpZ2h0Ijo0NjAsImZpdCI6ImNvdmVyIn19fQ==",
"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC82NTYzMl8xNzYyNTAwODkwXzVFZGdQcm81X2xhbmRzY2FwZV8wLmpwZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6ODYwLCJoZWlnaHQiOjQ2MCwiZml0IjoiY292ZXIifX19",
"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC82NTYzMl8xNzYyNTAwODkwXzVFZGdQcm81X3N1bmJlZGRlY2tfMC5qcGciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjg2MCwiaGVpZ2h0Ijo0NjAsImZpdCI6ImNvdmVyIn19fQ==",
"https://d5dkjitd3iude.cloudfront.net/eyJidWNrZXQiOiJ3d3cudGhlZWRnZXByb3BlcnR5LmNvbS5teSIsImtleSI6InMzZnMtcHVibGljXC82NTYzMl8xNzYyNTAwODg5XzVFZGdQcm81X3R5cGljYWx1bml0XzAuanBnIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo4NjAsImhlaWdodCI6NDYwLCJmaXQiOiJjb3ZlciJ9fX0="
],
"postcode":13700,
"property_type_id":33,
"property_subtype_id":34,
"developer_name":"SkyWorld Development Bhd",
"developer_logo":"https://dbv47yu57n5vf.cloudfront.net/vpex/developer/images/logo/SkyWorld-Logo_R.png",
"listing_url":"sale/3702204/penang/seberang_jaya/nonlanded/condominium-apartment-servicedresidence/skyworld-pearlmont",
"score":1.5844276,
"description":"SkyWorld Pearlmont For sale @ RM 323,000 by EdgeProp",
"shortlist_count":0,
"from_url":"https://www.edgeprop.my/buy"
}

Each property returns a detailed record with 40+ fields covering listing info, pricing, location, agent details, and property characteristics:

Listing & Agent Information

Property Basics

Location & Geography

Property Specifications

Engagement & Performance Metrics

How to Use

1. Identify property pages — Go to EdgeProp.my run a search (e.g., "All Residential"), and copy the URL including the ?page=X parameter.

2. Prepare your input — Add URLs to the urls array. You can target:

   • Single pages: https://www.edgeprop.my/buy/malaysia/all-residential?page=1
   • Multiple pages: Add multiple URLs to the array

3. Configure limits — Set max_items_per_url based on your needs (default: 200 items per page).

4. Enable fault tolerance — Keep ignore_url_failures: true to skip unavailable pages and continue scraping.

5. Launch and monitor — Start the scraper and track progress. Results are downloadable in JSON, CSV, or Excel format.

Best practices:

• Start with a single page to test your configuration
• Use specific property type filters to focus on relevant listings
• Export as CSV for spreadsheet analysis or JSON for programmatic use
• Run during off-peak hours to minimize server load

Use Cases & Business Value

• Investment analysis: Track price trends, ROI potential, and market saturation across regions
• Competitive benchmarking: Monitor competitor properties, pricing strategies, and agent performance
• Market reports: Build dashboards showing supply, demand, and price evolution
• Lead generation: Identify emerging neighborhoods and development projects
• Academic research: Analyze real estate market patterns in Malaysia and Singapore

By automating property data collection, you unlock insights that would take days to gather manually — enabling faster decision-making and data-driven investment strategies.

Conclusion

The EdgeProp Property Search Scraper is the efficient way to harvest structured real estate data from Malaysia's and Singapore's most active property platforms. With 40+ detailed fields per listing and flexible configuration, it empowers investors, analysts, and businesses to make informed decisions based on current market data. Start scraping today and transform property search results into competitive advantage.