iProperty.com.my Scraper: Extract Malaysia Property Listings at Scale

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What Is iProperty.com.my?

iProperty.com.my is one of Malaysia's largest property portals, listing thousands of residential and commercial properties for sale and rent across Kuala Lumpur, Selangor, Penang, Johor, and beyond. For real estate professionals, data analysts, and property investors, manually collecting listing data is impractical at scale. The iProperty.com.my Property Search Scraper automates this — turning paginated search results into structured, analysis-ready datasets.

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Overview

This scraper targets iProperty search result pages and extracts rich listing records covering pricing, property specs, agent details, developer info, media assets, and engagement signals. It is suited for:

• Property investors monitoring market prices by area
• Real estate analysts building comparative datasets
• Proptech developers feeding listing data into aggregator platforms
• Researchers studying Malaysian housing market trends

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Input Format

{
  "urls": [
    "https://www.iproperty.com.my/property-for-sale/2?isCommercial=false"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Default	Description
urls	array	—	URLs of iProperty search/listing pages to scrape. Supports multiple URLs; add one per line or use Bulk edit. Example: https://www.iproperty.com.my/property-for-sale/kuala-lumpur
ignore_url_failures	boolean	true	If true, the scraper continues running when a URL fails, skipping it and processing remaining URLs instead of halting the run
max_items_per_url	integer	20	Maximum number of property listings to collect per URL. Increase for broader datasets; lower for quick sampling

Tip: Use filtered search URLs (e.g., by state, price range, or property type) to target specific market segments. Paginated URLs like /property-for-sale/2 are supported.

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Output Format

Sample output

{
  "id": 501314497,
  "status_code": "ACT",
  "type_code": "SALE",
  "is_verified": false,
  "viewed_label": "Viewed",
  "agent": {
    "id": 1841250,
    "agency_id": 52675,
    "name": "Ginie Gui",
    "is_agent_verified": false,
    "profile_url": "/property-agent/ginie-gui-1841250/",
    "license": "REN 59212",
    "has_mobile_pretty": true,
    "has_phone_pretty": true,
    "has_line_id": false,
    "avatar": {
      "src": "https://img.iproperty.com.my/my-iproperty-agent/premium/120x120-fit/2r413fb57059-2a2a-4415-bc2e-80d30c66a282_853x853.jpeg",
      "type": "circle"
    }
  },
  "agency": {
    "id": 52675,
    "name": "MCENTURY PROPERTIES SDN BHD [ E (1) 1862 ]"
  },
  "badge_text": "",
  "availability_info": "",
  "psf_text": "RM 546.08 psf",
  "listing_features": [
    [
      {
        "icon_name": "bed-o",
        "text": "4+1",
        "data_automation_id": "listing-card-v2-bedrooms"
      },
      {
        "icon_name": "bath-o",
        "text": "4",
        "data_automation_id": "listing-card-v2-bathrooms"
      }
    ],
    {
      "text": "2,045 sqft (floor), 1,302 sqft (land)",
      "data_automation_id": "listing-card-v2-area"
    },
    {
      "text": "2-storey Terraced House",
      "data_automation_id": "listing-card-v2-unit-type"
    },
    {
      "text": "Intermediate",
      "data_automation_id": "listing-card-v2-unit-type-details"
    },
    {
      "text": "Unfurnished",
      "data_automation_id": "listing-card-v2-furnish"
    }
  ],
  "property": {
    "new_project": false,
    "type_code": "SALE",
    "type_text": "For Sale",
    "type_group": "T",
    "is_premium_project_listing": false,
    "id": 0
  },
  "full_address": "Abadi Heights, Puchong, Selangor",
  "localized_title": "Abadi Heights",
  "media_items": [
    {
      "icon": "pgicon-photo",
      "icon_name": "images-1-o",
      "text": "15",
      "media_type": "images",
      "tooltip_text": "15 Photos"
    }
  ],
  "mrt": {
    "nearby_text": "",
    "pill": {
      "colors": []
    }
  },
  "media_controls": {
    "hide_button_title": "Hide Property",
    "shortlist_button_title": "Shortlist Property"
  },
  "media_carousel": {
    "next_button_title": "Next",
    "previous_button_title": "Previous",
    "preview_media": {
      "images": {
        "icon": "pgicon-photo",
        "items": [
          {
            "caption": "Exterior",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993894.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Living Room",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993895.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Dry Kitchen",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993896.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Wet Kitchen",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993897.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Yard",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993898.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bedroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993899.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bathroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993900.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Store Room",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993901.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Family Hall",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993902.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bedroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993903.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bedroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993904.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bathroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993905.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bathroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993906.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Master Room",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993907.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          },
          {
            "caption": "Bathroom",
            "src": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993908.V800/Abadi-Heights-Selangor-Malaysia.jpg"
          }
        ],
        "name": {
          "singular": "Photo",
          "plural": "Photos"
        }
      },
      "floor_plans": {
        "icon": "pgicon-floorplan",
        "items": [],
        "name": {
          "singular": "Floor Plan",
          "plural": "Floor Plans"
        }
      },
      "site_plans": {
        "icon": "",
        "items": [],
        "name": {
          "singular": "",
          "plural": ""
        }
      },
      "videos": {
        "icon": "video-camera-o",
        "items": [],
        "name": {
          "singular": "Live Tour",
          "plural": "Live Tours"
        }
      },
      "virtual_tours": {
        "icon": "video-clip-o",
        "items": [],
        "name": {
          "singular": "Virtual Tour",
          "plural": "Virtual Tours"
        }
      },
      "hero_videos": {
        "icon": "",
        "items": [],
        "name": {
          "singular": "",
          "plural": ""
        }
      }
    }
  },
  "price": {
    "value": 711000,
    "pretty": "RM 711,000",
    "currency": "MYR",
    "locale_string_value": "711000"
  },
  "badges": [
    {
      "name": "unit_type",
      "variant": "secondary",
      "bg": "neutral",
      "type": "small",
      "text": "2-storey Terraced House",
      "should_show_icon": false
    },
    {
      "name": "tenure",
      "variant": "secondary",
      "bg": "neutral",
      "type": "small",
      "text": "Leasehold",
      "should_show_icon": false
    }
  ],
  "url": "/property/puchong/abadi-heights/sale-501314497/",
  "recency": {
    "icon": "clock-o",
    "icon_name": "clock-circle-o",
    "text": "Listed on May 12, 2026 (26m ago)"
  },
  "thumbnail": "https://ipp1-cdn.pgimgs.com/listing/501314497/UPHO.380993894.V550/Abadi-Heights-Selangor-Malaysia.jpg",
  "type_text": "For Sale",
  "listed_by_text": "Listed by",
  "contact_agent_text": "Contact Agent",
  "is_official_listing": false,
  "is_prioritized": false,
  "view_profile_text": "View Agent Profile",
  "tracking": {
    "ref_type": ""
  },
  "developer": "Ginie Gui",
  "posted_on": {
    "text": "12 May 2026",
    "unix": 1778575484
  },
  "area": {
    "locale_string_value": "1,302 sqft (land)"
  },
  "price_per_area": {
    "locale_string_value": "RM 347.68 psf"
  },
  "developer_promoted_text": "",
  "is_developer_listing": false,
  "products": {
    "is_primary_gold": false,
    "is_degraded": false,
    "is_primary_basic": false,
    "is_primary_platinum": false,
    "is_standard": false,
    "tier": 3,
    "is_premium_project_listing": false,
    "is_featured_listing": false,
    "is_premium": true,
    "is_featured": false,
    "is_property_specialist_listing": false,
    "position": 1
  },
  "bedrooms": 4,
  "bathrooms": 4,
  "floor_area": 2045,
  "additional_data": {
    "tenure": "L",
    "area_text": "Abadi Heights",
    "area_code": "0m5wy",
    "district_code": "ai5y2",
    "district_text": "Puchong",
    "region_text": "Selangor",
    "region_code": "45nk1"
  },
  "external_id": "501314497",
  "cross_listing_type": "ORIGINAL",
  "from_url": "https://www.iproperty.com.my/property-for-sale/2?isCommercial=false"
}

Each listing returns a structured record with 40+ fields:

Identification & Status

Field	Meaning
ID	Unique internal listing identifier
External ID	ID used by the source platform or developer system
Status Code	Listing status (e.g., active, under offer)
Type Code	Machine-readable property type code
Type Text	Human-readable property type (e.g., Condominium, Terrace House)
Cross Listing Type	Indicates if the listing appears across multiple portals
Is Official Listing	Whether the listing is verified as an official agency post
Is Prioritized	Whether the listing has paid priority placement
Is Developer Listing	Whether posted by a property developer rather than an agent

Pricing

Field	Meaning
Price	Listed asking price (RM)
Price Per Area	Price per sq ft or sq m
PSF Text	Formatted price-per-square-foot display string

Property Details

Field	Meaning
Property	Core property metadata object (name, project, type)
Localized Title	Display title as shown on the listing card
Full Address	Complete property address
Area	General area or neighbourhood
Bedrooms	Number of bedrooms
Bathrooms	Number of bathrooms
Floor Area	Total floor area (sq ft or sq m)
Listing Features	Key highlights (e.g., furnished, corner unit, freehold)
Availability Info	Move-in or availability status
MRT	Nearest MRT/LRT station and estimated distance

Agent & Developer

Field	Meaning
Agent	Listing agent name, photo, and contact info
Agency	Agency the agent belongs to
Listed By Text	Display label for the listing source
Contact Agent Text	CTA label used on the listing card
View Profile Text	Label for the agent profile link
Developer	Developer name and metadata (for new projects)
Developer Promoted Text	Promotional label used by developer listings

Media & Visuals

Field	Meaning
Thumbnail	Primary listing thumbnail image URL
Media Items	Full list of images and videos attached to the listing
Media Controls	UI control flags for media display
Media Carousel	Carousel configuration for media rendering

Engagement & Tracking

Field	Meaning
Viewed Label	Display text for view count (e.g., "120 views")
Recency	How recently the listing was posted or updated
Posted On	Publication timestamp
Badges	Visual badge objects (e.g., "Hot", "New Launch")
Badge Text	Plain-text badge label
Tracking	Analytics and impression tracking metadata
Products	Platform product/ad packages applied to the listing

Verification & Eligibility

Field	Meaning
Is Verified	Whether the listing has passed iProperty's verification check
Additional Data	Supplementary metadata not captured in standard fields
URL	Direct link to the full listing detail page

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How to Use

1. Get search URLs — Run a filtered search on iProperty.com.my (by location, price, type). Copy the results page URL.
2. Configure input — Paste URLs into urls. Adjust max_items_per_url based on how many listings you need.
3. Handle failures — Keep ignore_url_failures: true for multi-URL runs to avoid interruptions from unavailable pages.
4. Run and export — Start the scraper and download results as JSON, CSV, or Excel.

Best practices:

• Use page 2+ URLs (e.g., /property-for-sale/2) to avoid duplicate scraping across runs
• Filter by isCommercial=false for residential-only results
• Combine multiple filtered URLs in one run for broader coverage

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Use Cases & Business Value

• Price tracking: Monitor asking price trends by neighbourhood or property type over time
• Market research: Analyse supply, bedroom distribution, and PSF benchmarks across regions
• Lead generation: Extract agent contacts for outreach campaigns
• Proptech feeds: Populate custom listing platforms with structured iProperty data
• Investment analysis: Identify underpriced listings by comparing PSF across comparable units

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Conclusion

The iProperty.com.my Property Search Scraper delivers comprehensive, structured property data from Malaysia's top real estate portal — without manual effort. Whether you're tracking prices, building a dataset, or powering a proptech product, this scraper provides the depth and flexibility you need. Configure your URLs, run the scraper, and get market-ready data in minutes.