Property AU Scraper

Scrapes Property and Real estate listings from AU. Supports both listing pages (buy/rent/sold) and individual property pages.

Use Cases

• AI Real Estate Analysis: Feed property data into AI models for price prediction, market trend analysis, and investment recommendations
• Training Dataset Preparation: Build comprehensive datasets for machine learning models in property valuation, rental yield prediction, and suburb growth forecasting
• Market Research: Analyze property trends, median prices, and growth patterns across suburbs
• Investment Analysis: Compare properties, track price history, and identify undervalued opportunities
• Property Monitoring: Track listings and price changes in target suburbs

Features

• Scrape suburb listing pages (buy, rent, sold)
• Scrape individual property pages
• Extract comprehensive property data including:
  • Address, price, property type, listing type (buy/rent/sold)
  • Estimated value and estimated rental income
  • Bedrooms, bathrooms, car spaces, land size
  • Property timeline (sales, listings, auctions, leases, year built)
  • School zones (primary/secondary)
  • Council, lot/plan numbers
  • Planning overlays (bushfire, flood, heritage)
  • Market insights (median price, growth, rent)
  • NBN/mobile coverage
  • Off-market status detection
  • All property images

Input Parameters

Parameter	Type	Default	Description
mode	String	listing	Scraping mode: listing or property
state	String	vic	Australian state code (vic, nsw, qld, sa, wa, tas, nt, act)
suburb	String	Southbank	Suburb name (spaces converted to hyphens automatically)
postcode	String	3006	4-digit postcode
listing_type	String	buy	Type of listings: buy, rent, or sold
max_properties	Integer	20	Maximum properties to scrape (0 = unlimited)
property_url	String	-	Direct URL for single property mode
proxy	Object	-	Proxy configuration (see below)

Usage Examples

Listing Mode - Scrape Buy Listings

{
  "mode": "listing",
  "state": "VIC",
  "suburb": "Wantirna South",
  "postcode": "3152",
  "listing_type": "buy",
  "max_properties": 10
}

Listing Mode - Scrape Rent Listings

{
  "mode": "listing",
  "state": "NSW",
  "suburb": "Bondi Beach",
  "postcode": "2026",
  "listing_type": "rent",
  "max_properties": 20
}

Listing Mode - Scrape Sold Properties

{
  "mode": "listing",
  "state": "VIC",
  "suburb": "South Yarra",
  "postcode": "3141",
  "listing_type": "sold",
  "max_properties": 50
}

Proxy Configuration

Using Apify Proxy (Required for Apify Platform)

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "AU"
  }
}

Output Format

Each property is stored as a separate item in the dataset:

{
  "url": "https://www.property.com.au/vic/...",
  "address": "..., VIC ...",
  "listing_type": "sale",
  "property_type": "House",
  "price": "$1,000,000 - $1,100,000",
  "estimated_value": "$1,247,000",
  "estimated_rental_income": "$545pw",
  "description": "... is a 4 bedroom, 2 bathroom house...",
  "features": {
    "bedrooms": "4",
    "bathrooms": "2",
    "car_spaces": "4",
    "land_size": "738",
    "building_size": "200",
    "garage_spaces": "1"
  },
  "additional_features": {
    "building_coverage": "27",
    "ground_elevation": "74",
    "roof_height": "8"
  },
  "property_timeline": [
    {
      "year": "upcoming",
      "event": "auction",
      "date": "Sat 13 Dec at 02:00pm"
    },
    {
      "year": "current",
      "event": "for_sale",
      "price": "$1,000,000 - $1,100,000",
      "date": "19 Nov 2025",
      "agent": "..."
    },
    {
      "year": 1983,
      "event": "sold",
      "price": "$50,500",
      "date": "21 Nov 1983"
    },
    {
      "year": 1960,
      "event": "built"
    }
  ],
  "schools": {
    "primary": "...",
    "secondary": "... School"
  },
  "council": "...",
  "lot_number": "244",
  "plan_number": "...",
  "mobile_coverage": "5G",
  "planning_overlays": {
    "bushfire": false,
    "flood": true,
    "heritage": false
  },
  "market_insights": {
    "median_price": "$1,337,500",
    "annual_growth": "1.5%",
    "median_rent": "$750 per week"
  },
  "listing_agent": "Barry Plant - Wantirna",
  "images": ["..."],
  "image_count": 91,
  "status": "success",
  "source_listing": "...",
  "source_listing_type": "buy"
}

Output Storage

Dataset

• Each property is stored as a separate record
• Exportable to JSON, CSV, Excel, XML

Key-Value Store

• OUTPUT: All properties + metadata (shows in Apify "Output" tab)
• METADATA: Run summary with timing and statistics