Domain.com.au Property Details Scraper: Extract Complete Australian Real Estate Data

Why Domain.com.au Data is Critical for Australian Real Estate

Domain.com.au stands as one of Australia's two dominant real estate portals, alongside REA Group's realestate.com.au. The platform processes billions of property searches annually and hosts hundreds of thousands of active listings across residential, commercial, and rural properties throughout Australia.

Domain's data ecosystem captures the full spectrum of Australia's property market dynamics—from Sydney's competitive auction markets to regional Queensland's investment properties. Each listing contains structured data about property characteristics, pricing strategies, agency relationships, and rich media assets that tell the complete story of Australian real estate.

Manual data collection from Domain is impractical at scale. Real estate professionals, property developers, investors, and market analysts need systematic access to this data to identify opportunities, benchmark valuations, track market trends, and make informed decisions in Australia's multi-trillion dollar property market.

What This Scraper Extracts and Who Uses It

The Domain.com.au Property Details Scraper captures complete information from individual property listing pages. Unlike basic scrapers that grab only headline details, this tool extracts the full dataset Domain provides—from technical specifications and energy ratings to virtual tour links and NBN connectivity information.

The scraper handles all property types and listing modes that Domain supports: residential sales, rentals, commercial properties, rural land, and sold properties. It captures both current listing data and historical information like sale details and auction results, providing temporal context essential for market analysis.

Real estate agents and agencies use this data to conduct competitive market analysis, understand pricing strategies in target suburbs, and identify properties matching specific client criteria. Property valuers rely on comparable sales data, feature sets, and market positioning to generate accurate appraisals. Investors and developers analyze land sizes, zoning implications (through property types), and sale methods to identify acquisition opportunities.

Data analysts and PropTech companies build predictive models using this structured data, tracking price movements, days on market, and feature demand across different Australian markets. Marketing teams extract agent information and agency branding to understand competitive positioning and market share.

Input Configuration and URL Requirements

The scraper accepts property detail page URLs from Domain.com.au. These are individual property listing pages, not search results or suburb pages.

Input Structure Explained:

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  },
  "urls": [
    "https://www.domain.com.au/19a-belshore-street-moranbah-qld-4744-2020288547"
  ]
}

Example Screenshot:

The proxy configuration is critical for reliable scraping. Domain employs bot detection mechanisms, and residential proxies help ensure your requests appear as normal user traffic. While the example uses "US" as the proxy country, Australian proxies may provide faster response times and better success rates when scraping Australian content.

The apifyProxyGroups setting determines proxy quality. RESIDENTIAL proxies route through real residential IP addresses, providing the highest success rate for platforms with sophisticated bot detection. For high-volume scraping, datacenter proxies are cheaper but may face higher blocking rates.

The urls array accepts multiple property URLs. You can scrape individual properties or batch process hundreds of listings in a single run. URLs can be collected manually, extracted from Domain search results using a separate tool, or sourced from property databases or CRM systems.

Finding Property URLs: Navigate Domain's search interface, filter by your target criteria (location, price range, property type), then copy URLs from individual listing pages. Alternatively, use Domain's sitemap or RSS feeds to discover new listings systematically.

Comprehensive Output Fields and Their Business Applications

The scraper returns JSON-formatted data with each property as a complete object. Understanding these fields enables sophisticated analysis and integration with downstream systems.

Agency and Agent Information:

Agency contains the real estate agency's details including name, contact information, and branding. This data enables agency performance tracking, market share analysis, and understanding which agencies dominate specific suburbs or property segments.

Agents provides an array of individual agents associated with the listing, including names, photos, and contact details. This enables agent-level performance analysis, identifying top performers, and understanding agent specializations across property types or price ranges.

Property Core Characteristics:

Bedrooms, Bathrooms, and Carspaces are fundamental filtering criteria that determine property categorization. These integers enable market segmentation—analyzing 3-bedroom house markets versus 2-bedroom apartments, or understanding parking availability in CBD locations.

Property Types is an array that may contain multiple values (e.g., ["House", "Villa"]), reflecting Domain's flexible property classification. This field is crucial for accurate comparable property analysis and market segmentation.

Land Area (sqm) and Building Area provide dimensional data essential for valuation. Land area is particularly critical for development feasibility analysis, while building area per square meter ratios help benchmark pricing.

Is Rural flags properties outside metropolitan areas, important for distinguishing between urban and rural investment strategies which operate under different market dynamics and valuation methodologies.

Location and Address Data:

Displayable Address shows the formatted address as it appears publicly. Some high-end properties may display only suburb-level addresses for privacy. Property contains structured address components including street, suburb, state, and postcode, enabling geographic analysis and mapping.

Listing Information:

Listing ID provides Domain's unique identifier, essential for tracking properties across multiple scrapes and identifying when listings are updated versus new. Date Listed v2, Date Created, and Date Updated timestamps enable time-on-market calculations and understanding listing refresh patterns.

Listing Mode indicates "sale" or "rent," while Listing Type provides finer classification (e.g., "Sale", "Lease", "New Homes"). Status shows current availability (e.g., "Live", "Sold", "Leased").

Headline and Description contain the marketing copy. Description text is valuable for natural language processing to identify unique property features, lifestyle benefits, or location advantages that structured fields don't capture.

Pricing and Financial Data:

Price Details contains pricing information which varies by listing type and market convention. Australian listings may show exact prices, price ranges, or auction-based pricing (e.g., "Offers Over $850,000", "Contact Agent"). This structured data enables price trend analysis and market positioning studies.

Rental Details (for rental properties) includes weekly or monthly rent, bond requirements, and lease terms. Sale Method indicates auction, private treaty, or other sales approaches—critical for understanding vendor urgency and negotiation dynamics.

Sold Details captures historical transaction data for sold properties, including sale price and date. This creates a historical database for comparable sales analysis and capital growth tracking.

Inspection and Viewing:

Inspection Details contains scheduled open home times and private inspection arrangements. This data reveals agent activity levels and can indicate property demand (frequent inspections suggest high interest).

Virtual Tour URL links to 3D walkthrough or video tours. Properties offering virtual tours often command pricing premiums and appeal to interstate or international buyers.

Media Assets:

Domain provides multiple image sizes for flexible display: Thumbnail Media, Small Media, Medium Media, Large Media, and hero images in various resolutions (Hero Image Small, Hero Image Medium, Hero Image Large, Hero Image XL).

These graduated image sizes enable responsive display across devices. The media arrays typically contain 10-30 images per property, showcasing interiors, exteriors, and surrounding amenities. Image quantity and quality correlate with listing sophistication and often price point.

Technical Infrastructure:

Broadband Details and NBN Details capture internet connectivity information, increasingly important for remote work considerations. NBN technology type (FTTP, FTTN, HFC, etc.) affects property desirability, particularly among tech-savvy buyers or in areas where connectivity varies significantly.

Energy Efficiency Rating shows government-mandated energy ratings for newer properties. In Australia's climate-conscious market, higher ratings influence buyer decisions and may command price premiums.

Marketing and Metadata:

Features and Structured Features list property amenities (pool, air conditioning, solar panels, etc.) in both free-text and structured formats. This data enables feature-based filtering and understanding which amenities drive pricing in different markets.

Promo Level indicates the listing's advertising tier on Domain, revealing marketing investment. Premium listings appear more prominently, suggesting vendor urgency or property prestige.

Channel shows the listing source or property classification. Objective describes the property's intended use or target market.

SEO URL provides the clean, search-optimized URL for the listing. Static Map URL links to a map image showing the property's location.

Metadata contains additional platform-specific information that Domain uses for internal classification and search optimization.

Provider Details captures the data feed source, relevant when listings syndicate across multiple platforms.

Example Output Structure:

[
  {
  "agency": {
    "branding": {
      "banner": {
        "url": "https://rimh2.domainstatic.com.au/snuLOTENyuPEuYYAp62ot_AfVpg=/filters:format(webp):quality(85):no_upscale()/https://images.domain.com.au/img/Agencys/4007/banner_4007.png?date=131816438653383952?date=639007965473882908",
        "__typename": "Image"
      },
      "logo": {
        "url": "https://rimh2.domainstatic.com.au/2zN2mIIDavYDsOek51IXr1DGE-o=/filters:format(webp):quality(85):no_upscale()/https://images.domain.com.au/img/Agencys/4007/logo_4007.png?date=133830360409762215?date=639007965473882917",
        "__typename": "Image"
      },
      "logo_small": {
        "url": "https://rimh2.domainstatic.com.au/4AdpYvsLZj83PxnhrL3VXqJ2aqk=/filters:format(webp):quality(85):no_upscale()/https://images.domain.com.au/img/Agencys/4007/searchlogo_4007.png?date=133830360400521195?date=639007965473882913",
        "__typename": "Image"
      },
      "background_colour": "#FFFAEB",
      "logo_colour": "#FFFAEB",
      "__typename": "AgencyBranding"
    },
    "contact_details": {
      "general": {
        "phone": "07 49623535",
        "__typename": "AgencyContactDetailsGeneral"
      },
      "__typename": "AgencyContactDetails"
    },
    "is_archived": false,
    "name": "LJ Hooker Mackay Group",
    "profile_url": "ljhookermackaygroup-4007",
    "website": "",
    "__typename": "Agency",
    "agency_id": 4007
  },
  "agents": [
    {
      "full_name": "Stuart Higgins",
      "email": "stuart.higgins@ljhooker.com.au",
      "mobile_number": "0408832995",
      "landline_number": "0408832995",
      "is_active_profile_page": true,
      "profile_url": "https://www.domain.com.au/real-estate-agent/stuart-higgins-1818670",
      "photo": {
        "url": "https://rimh2.domainstatic.com.au/rXkbhmlMbx2HJ0hWgezkkPuLXAM=/180x180/filters:format(webp):quality(85):no_upscale()/https://images.domain.com.au/img/4007/contact_1818670.jpeg?date=639007901300430000",
        "__typename": "Image"
      },
      "__typename": "Agent",
      "agent_id": "1818670"
    }
  ],
  "inspection_details": {
    "by_appointment_only": false,
    "inspections": [],
    "__typename": "InspectionDetails"
  },
  "bathrooms": 1,
  "bedrooms": 3,
  "carspaces": 1,
  "date_listed_v2": {
    "iso_date_with_time_zone": "2025-09-23T11:41:45+10:00",
    "__typename": "DateTime",
    "iso_date": "2025-09-23T11:41:45"
  },
  "description": "Two properties to be sold together, individual titles on a dormant body corp. \r\n\r\nProperty One: $320,000\r\n\r\nAddress: 19A Belshore Street, Moranbah QLD 4744\r\nTenanted until: 20 March 2026\r\nCurrent rent: $3,041.67 PCM\r\n\r\nKey Features\r\n\r\n• 3 bedrooms - carpeted, each with built-in wardrobes\r\n• 1 bathroom plus separate toilet\r\n• Modern kitchen with stainless-steel appliances & dishwasher\r\n• Air-conditioning & ceiling fans throughout living spaces and bedrooms\r\n• Floorboards in living areas for low maintenance & easy cleaning\r\n• Outdoor entertaining area\r\n• Undercover carport plus additional off-street parking out front\r\n• Fully fenced yard: private, secure & low upkeep\r\n\r\nProperty Two: $370,000\r\n\r\nAddress: 19B Belshore Street, Moranbah QLD 4744\r\nTenanted until: 6 March 2026\r\nCurrent rent: $750.00 per week\r\n\r\nKey Features\r\n\r\n• 4 bedrooms - master with private ensuite, all bedrooms with built-in wardrobes\r\n• 2 bathrooms - main family bathroom plus master ensuite\r\n• Open plan living areas\r\n• Modern kitchen, well-appointed and connected to living/dining areas\r\n• Outdoor entertaining: back deck\r\n• Garage plus additional off-street parking\r\n• Quality finishes throughout - modern fixtures\r\n• Well designed floor plan: separation of spaces (living vs sleeping), giving privacy and comfort\r\n\r\nAdditional Highlights\r\n\r\n• Located on a strata-titled, double-titled property, offering clean title and easy management\r\n• Ideal for investors seeking solid rental return, or home buyers looking for a well-appointed home without fuss\r\n• Excellent opportunity to benefit from current tenant in place while planning for future occupancy or continued rental income",
  "displayable_address": {
    "display_address": "19A Belshore Street, Moranbah QLD 4744",
    "postcode": "4744",
    "state": "QLD",
    "street": "Belshore Street",
    "street_number": "19A",
    "suburb_name": "Moranbah",
    "unit_number": null,
    "__typename": "Address",
    "display_type": "FULL_ADDRESS",
    "map_certainty": 9,
    "suburb_id": null,
    "geolocation": {
      "latitude": -22.0060719,
      "longitude": 148.0453969,
      "__typename": "Geolocation"
    }
  },
  "features": [
    "Air conditioning"
  ],
  "headline": "Investor's Delight ~ Low-Maintenance Living ~ Two properties",
  "listing_id": 2020288547,
  "listing_mode": "BUY",
  "listing_type": "RESIDENTIAL",
  "promo_level": "STANDARD_PP",
  "property_types": [
    "HOUSE"
  ],
  "sold_details": null,
  "status": "UNDER_OFFER",
  "broadband_details": null,
  "nbn_details": null,
  "thumbnail_media": [
    {
      "url": "https://rimh2.domainstatic.com.au/bd0QFjdwFDJzvu9kBuRgaIFCIi4=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_1_1_250923_014141-w1920-h1281",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/WHUTGWhyNCUBW8THbwUFF6Km8lg=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_2_1_250923_014141-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/4bc5Choz8CSGy0uOaMEQfOXVj6c=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_3_1_250923_014141-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/FuB6Su09QXkqYkzl-g_6Q471HSI=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_4_1_250923_014139-w7697-h5134",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/McxgcytpFSQ2jVEG8F-CHma9qv8=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_5_1_250923_014139-w7624-h5085",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/jovJdUl8p2lZ0H1HdIn3iRMudUQ=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_6_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/q32upT_yTzsRSSR5EZdWWdAkvyk=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_7_1_250923_014139-w7766-h5180",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/pkrYUvu38LE72Blm0ThydJ1KyUs=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_8_1_250923_014139-w7799-h5202",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/7H1PjtOTV_NWx5A164mtUMO-wKc=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_9_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/VTqFi3p_PHLVgkfFx-EYXTYqxsM=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_10_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/rz7I9YG4MJhQCLmL1ubM2UyamoI=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_11_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/z6M6osFgCbo7TNtZldOE7xwRURw=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_12_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/9y8955a-7kmxUrL6D30pYCK8C20=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_13_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/KJGXr_decm6JAVm12HiCBJTvkoE=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_14_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/br3EysG801VyjFZXBmbrZdkJPbo=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_15_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/JgBPE3h9QSa_OyPPfEsDXSAkXJE=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_16_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/9DYKZR8q9loJAIX7dqUbCzW0-PE=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_17_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/v0iRvPUHDXU8PZEbyLdToiZUvI8=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_18_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/xjmVRDejrNM_ZGpjoOxjzVoirDU=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_19_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/MvEg2nyTzcIA4K_pFvYYPOqmP38=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_20_3_250923_014139-w3508-h2480",
      "type": "floorplan",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/-SQ4R0YDGtYViSYmCyhVfZPpljw=/fit-in/144x106/filters:format(webp):quality(85):no_upscale()/2020288547_21_3_250923_014139-w3508-h2480",
      "type": "floorplan",
      "media_category": "IMAGE",
      "__typename": "Image"
    }
  ],
  "large_media": [
    {
      "url": "https://rimh2.domainstatic.com.au/NckDxemTI29ARuTS49dQhGvM5b0=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_1_1_250923_014141-w1920-h1281",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/3R1F7gKW2qThOmQl8rzdf83iHjg=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_2_1_250923_014141-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/uMMMyBqVbSrBafbN_Ia-e4YZQzA=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_3_1_250923_014141-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/JC1lvI3qydCAYMa8QhcGPQYPZds=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_4_1_250923_014139-w7697-h5134",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/c9kR47BPbGUwownXo5no8X51Cd4=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_5_1_250923_014139-w7624-h5085",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/xGI7kgxaB3NJm8bwKStaDnb2MIc=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_6_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/96x-9MwLUvrz6iApcROsT99wegA=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_7_1_250923_014139-w7766-h5180",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/i83L41Ll9M5XRb1c5RytdT6aGUA=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_8_1_250923_014139-w7799-h5202",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/xns6fjko9QA9GeHlCefcfl7VR2A=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_9_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/1ng9-DUKP40JcdZ6GpcL00d3r3Q=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_10_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/hvQI-B2l0tqRiuJ5DidneuEWB24=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_11_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
    },
    {
      "url": "https://rimh2.domainstatic.com.au/sM-rUs1niZFo7Ah4kloSdsqkbaI=/fit-in/1920x1080/filters:format(webp):quality(85):no_upscale()/2020288547_12_1_250923_014139-w7952-h5304",
      "type": "photo",
      "media_category": "IMAGE",
      "__typename": "Image"
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    "__typename": "ListingDetailsMetadata"
  },
  "static_map_url": "https://maps.googleapis.com/maps/api/staticmap?center=-22.0060719,148.0453969&size=1000x360&zoom=16&style=feature:administrative%7Celement:labels.text.fill%7Ccolor:0x444444&style=feature:landscape%7Ccolor:0xf2f2f2&style=feature:poi%7Cvisibility:off&style=feature:poi.business%7Celement:geometry%7Cvisibility:on&style=feature:poi.business%7Celement:labels%7Cvisibility:on&style=feature:poi.business%7Celement:labels.text%7Cvisibility:off&style=feature:poi.business%7Celement:labels.text.stroke%7Cweight:1&style=feature:poi.park%7Celement:geometry.fill%7Ccolor:0xc1eaad%7Cvisibility:on&style=feature:poi.school%7Celement:labels%7Cvisibility:on&style=feature:poi.school%7Celement:labels.text%7Cvisibility:off&style=feature:road%7Csaturation:-100%7Clightness:45&style=feature:road.arterial%7Celement:labels.icon%7Cvisibility:off&style=feature:road.arterial%7Celement:labels.text.fill%7Ccolor:0x7e8694&style=feature:road.highway%7Cvisibility:simplified&style=feature:road.highway%7Celement:geometry.fill%7Ccolor:0xffe449%7Cvisibility:on&style=feature:road.highway%7Celement:geometry.stroke%7Ccolor:0xe5c000%7Cvisibility:on&style=feature:road.highway%7Celement:labels.text.fill%7Ccolor:0x7e8694&style=feature:road.highway.controlled_access%7Celement:geometry.fill%7Ccolor:0xffe449%7Cvisibility:on&style=feature:road.highway.controlled_access%7Celement:geometry.stroke%7Ccolor:0xe5c000%7Cvisibility:on&style=feature:road.local%7Celement:geometry.fill%7Chue:0xff0000%7Cvisibility:on&style=feature:road.local%7Celement:labels.text.fill%7Ccolor:0x7e8694&style=feature:transit%7Cvisibility:on&style=feature:transit%7Celement:geometry%7Csaturation:-76&style=feature:water%7Ccolor:0xdde6e8%7Cvisibility:on&style=feature:water%7Celement:geometry.fill%7Ccolor:0xc4eef9%7Cvisibility:on&style=feature:water%7Celement:labels.text%7Ccolor:0x5f5d5d%7Cvisibility:simplified&markers=anchor:32,43%7Cicon:https://domain-static.s3.ap-southeast-2.amazonaws.com/fe-server-graphql/listing_page_static_map_marker.png%7C-22.0060719,148.0453969&format=png&key=AIzaSyCx5gZA9rTOwBUcbFuiEk12Y87Pn7VKCak&signature=gErtyb41oTiXwtmoZcFOHWbwWQM="
}
]

Using the Scraper Effectively

Create an Apify account and locate the Domain.com.au Property Details Scraper. Collect your target property URLs through Domain searches or existing property databases. Structure your input JSON with appropriate proxy settings—residential proxies recommended for reliability.

For large-scale operations, batch URLs in groups of 100-500 to monitor progress and manage API costs effectively. Start the scraper and monitor execution through Apify's dashboard. Processing time scales linearly with URL count; expect 2-5 seconds per property.

Download results in your preferred format. JSON suits database imports and API integrations. CSV works for Excel analysis, though nested data structures (like agent arrays) may require flattening.

Set up scheduled runs for ongoing market monitoring. Daily scraping captures new listings and price changes promptly. Weekly scraping suffices for broader market trend analysis while minimizing costs.

Error Handling: The scraper includes retry logic for transient failures. Persistent failures typically indicate removed listings (sold/leased properties deleted from Domain) or URL formatting errors. Check the activity log for specific error details.

Business Applications and Use Cases

Real Estate Agents: Build comprehensive market reports showing all active listings in target suburbs with comparable features and pricing. Identify underpriced properties for buyer clients or overpriced listings where vendors might negotiate.

Property Valuers: Create databases of comparable sales with detailed feature matching. Track sale methods and days-on-market to understand pricing pressure. Energy ratings and building areas enable precise per-square-meter valuations.

Investors and Developers: Identify properties with large land areas in growth corridors for development feasibility. Track rental yields by comparing rental listings to sale prices. Analyze auction clearance rates and sale methods to gauge market sentiment.

PropTech Companies: Build property recommendation engines using feature sets and pricing data. Create neighborhood profiles aggregating property characteristics, amenities, and pricing trends. Train machine learning models to predict property values or optimal listing strategies.

Market Researchers: Analyze geographic pricing trends, feature preferences, and market segmentation. Track agency market share and agent performance across regions. Identify emerging markets through new listing volumes and price movements.

Mortgage Brokers and Financial Services: Maintain property databases for client servicing. Compare property features against lending criteria. Track market movements for portfolio risk assessment.

Best Practices for Data Quality and Compliance

Establish data validation routines checking for reasonable value ranges (bedrooms 0-10, bathrooms 0-5, positive prices). Flag anomalies for manual review—these may indicate data entry errors or exceptional properties.

Enrich scraped data with additional sources. Cross-reference with government valuation data, historical sales records, and geographic information to build comprehensive property profiles. Multiple data sources improve accuracy and provide validation.

Maintain historical snapshots to track listing changes. Properties often undergo price reductions, feature updates, or status changes. Historical data reveals vendor motivation and market response to pricing strategies.

Implement reasonable scraping cadences respecting Domain's infrastructure. Excessive request rates may trigger rate limiting. The scraper handles politeness automatically, but batch sizing and scheduling should consider platform load.

Store data securely with appropriate access controls. Property data may include personal information subject to Australian Privacy Principles. Ensure your data handling complies with relevant privacy legislation.

Conclusion

The Domain.com.au Property Details Scraper transforms Australia's premier property platform into a structured, analyzable database. Whether conducting market research, sourcing investment opportunities, or building PropTech solutions, this tool delivers the comprehensive property intelligence needed for informed decision-making in Australian real estate markets.