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

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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.

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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.

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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
}

Parameter	Type	Description	Example
urls	Array	URLs of EdgeProp search result pages to scrape	["https://www.edgeprop.my/buy/malaysia/all-residential?page=1"]
ignore_url_failures	Boolean	If true, continues scraping even if some URLs fail	true
max_items_per_url	Integer	Maximum properties extracted per URL (1–200)	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

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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

Field	Meaning
Listing Type	Category type (Buy, Rent, etc.)
Listing ID	Unique EdgeProp identifier for the property
Listing URL	Direct link to the property listing
Status	Current listing status (active, pending, sold)
Agent Name	Name of the listing agent
Agent ID	Agent's unique EdgeProp ID
Agent REN	Malaysia Real Estate Negotiator license number
Agent Agency	Name of the brokerage firm
Agent Contact	Agent's phone or email
Agent Profile Image	URL to agent's photo
Agent Agency Logo	Brokerage logo URL
RRT Verified	Whether agent holds RRT (Real Estate Trust Account) verification
Only Verified Leads	Whether agent accepts only verified buyer/seller leads
Agent Plan	Subscription or listing plan type

Property Basics

Field	Meaning
Title	Property listing headline/title
Headline	Descriptive headline for the listing
Description	Full property description and features
Property Type ID	Numeric code for property type
Property Subtype ID	Specific property category code
Property Class	Classification (e.g., residential, commercial)
Developer Name	Name of the project developer (if applicable)
Developer Logo	Developer's logo URL

Location & Geography

Field	Meaning
Location	Full location name or project name
State	State/province (e.g., Selangor, Kuala Lumpur, Singapore)
District	District or sub-region
Postcode	Postal code
Asking Price	Listed asking price in local currency
Asking Price Type	Price format (total, per unit, per sqft)

Property Specifications

Field	Meaning
Bedrooms	Number of bedrooms
Bathrooms	Number of bathrooms
Built Up	Total built-up area
Built Up Unit	Unit of measurement (sqft, sqm)
Built Up Price Per Unit	Calculated price per unit area
Area Unit	Land area measurement unit
Completion Year	Year property was/will be completed
Additional Amenities	List of facilities (gym, pool, security, parking, etc.)
Images	Array of property image URLs

Engagement & Performance Metrics

Field	Meaning
Score	EdgeProp listing quality or popularity score
Shortlist Count	Number of times the property was favorited
Created Timestamp	Date listing was first created
Updated At	Last update timestamp
Changed Timestamp	When listing details were last modified

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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

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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.

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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.