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Autotrader.co.nz Car Details Scraper: Extract New Zealand Vehicle Data for Automotive Market Intelligence

Introduction

Autotrader.co.nz represents New Zealand's premier online automotive marketplace, connecting car buyers with dealerships and private sellers across the country. The platform hosts thousands of vehicle listings ranging from used cars to new vehicles, each containing detailed specifications, pricing information, dealer contacts, safety ratings, and comprehensive vehicle history data.

For automotive businesses, dealerships, market researchers, and data analysts operating in the New Zealand market, accessing this structured vehicle data is essential. However, manually collecting detailed information from individual car listings is extremely time-consuming, especially when analyzing market trends, monitoring competitor pricing, or building comprehensive vehicle inventory databases.

The Autotrader.co.nz Car Details Scraper automates this data extraction process, enabling systematic collection of vehicle information at scale. Whether you're tracking market prices for specific makes and models, analyzing dealership inventory strategies, or conducting comprehensive automotive market research across New Zealand, this scraper transforms hours of manual work into minutes of automated data collection.

Scraper Overview

The Autotrader.co.nz Car Details Scraper is a specialized data extraction tool designed to collect comprehensive vehicle information from individual car listing pages on New Zealand's leading automotive marketplace. This scraper utilizes advanced web automation to navigate vehicle detail pages and extract structured data including specifications, pricing, dealer information, safety ratings, and environmental metrics.

The tool offers key advantages including residential proxy support for reliable access, configurable retry mechanisms for handling network issues, and extraction of over 90 data fields per vehicle. It's particularly valuable for automotive dealerships monitoring competitor pricing, market researchers analyzing New Zealand vehicle trends, inventory managers tracking available stock, and data analysts building automotive intelligence databases.

The scraper processes individual vehicle detail page URLs, making it ideal for targeted data collection on specific vehicles of interest. It maintains high accuracy while implementing ethical scraping practices, ensuring reliable access to critical vehicle data for business intelligence and market analysis purposes.

Input and Output Details

Example url 1: https://autotrader.co.nz/used-cars-for-sale/toyota/landcruiserprado/1205779

Example url 2: https://autotrader.co.nz/used-cars-for-sale/toyota/hilux/1186516

Example url 3: https://autotrader.co.nz/used-cars-for-sale/dodge/challenger/1177941

Example Screenshot of cars information page:

Input Format

The scraper accepts a JSON configuration for precise control over the extraction process:

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "NZ"
  },
  "max_retries_per_url": 2,
  "urls": [
    "https://autotrader.co.nz/used-cars-for-sale/toyota/landcruiserprado/1205779",
    "https://autotrader.co.nz/used-cars-for-sale/dodge/challenger/1177941",
    "https://autotrader.co.nz/used-cars-for-sale/toyota/hilux/1186516"
  ]
}

The urls parameter: Add URLs of specific car detail pages you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list. Each URL should point to an individual vehicle listing page on Autotrader.co.nz, containing the complete vehicle details you wish to extract.

The max_retries_per_url parameter: Limit the number of retries for each URL if the scrape is detected as a bot or the page fails to load. Default value is 2, balancing thoroughness with efficiency for New Zealand-based automotive data collection.

The proxy parameter: Proxy configuration is essential for maintaining reliable access. For optimal results with Autotrader.co.nz, use New Zealand residential proxies (apifyProxyCountry: "NZ") to ensure local access and reduce detection likelihood.

Output Format

Example output

[
  {
  "vehicle_id": 1205779,
  "make_id": 148,
  "make_caption": "Toyota",
  "model_id": 1362,
  "model_caption": "Land Cruiser Prado",
  "variant": "GX 2.8L Diesel 4WD",
  "dealership_id": 10796,
  "dealership_name": "Trust Motors Ltd",
  "short_description": "Immaculate / 17'' Alloys / All Terrains / Tow Bar",
  "stock_no": "8674",
  "reg_no": "NKN954",
  "year": 2021,
  "body_style_display": "SUV / 4x4",
  "exterior_colour1": "Wildfire Mica Metallic",
  "exterior_colour2": "",
  "door_no": 5,
  "interior_colour": "Black",
  "seat_no": 7,
  "engine_size": 2755,
  "engine_size_unit_name": "cc",
  "fuel_type1_name": "Diesel",
  "fuel_type2_name": "None",
  "odometer_reading": 58200,
  "odometer_unit_name": "km",
  "transmission_id_name": "Automatic",
  "transmission_display": "Automatic",
  "seat_material_name": "Suede",
  "retail_price_amount": 64990,
  "special_price_amount": 0,
  "price_applicable": 64990,
  "orc_included": true,
  "orc_price_amount": 0,
  "description": "Proven strength. Everyday confidence. Prado reliability.\n\nSecure it today from New Zealands #1 rated dealership.\n\nMeet our 2021 Toyota Land Cruiser Prado GX, a no nonsense SUV built on legendary durability and trusted by Kiwi families for good reason. Designed to handle daily duties with ease while still offering genuine off road capability, our Prado delivers reliability, space, and confidence wherever the road leads.\n\nFinished in 'Wildfire Mica Metallic', our Prado GX presents with a strong, purposeful stance. Sitting on 17-inch Hussla alloys wrapped in all terrain tyres and complemented by a full blackout package, it carries a clean, modern look that feels tough without trying too hard. A tow bar out back adds everyday practicality, making it ready for boats, trailers, and weekend gear.\n\nUnder the bonnet sits Toyotas proven 2.8L turbo diesel, delivering strong, usable torque through a robust four-wheel drive system engineered for real world conditions. Whether it is long highway runs, towing duties, or gravel back roads, our Prado delivers calm, dependable performance you can rely on.\n\nInside, our Prado delivers practical comfort backed by modern technology and genuine space for the whole family. Seven seat capacity ensures flexibility for passengers or gear, while the touchscreen infotainment system with Apple CarPlay, Bluetooth connectivity, and USB inputs keeps every journey connected.\n\nDependable, capable, and built to last. Our Prado GX is ready for whatever comes next. Enquire now and make it yours.\n\nFeatures include:\n- 17-Inch Hussla Off-Road Alloys\n- Austone Trekman A/T-01 Tyres\n- Blackout Package\n- Weather Shields\n- Tinted Windows\n- Tow Bar\n- Side Steps \n- Roof Rails  \n- Seven Seats \n- ISOFIX Anchors\n- Drivers Seat Electric Lumbar Support \n- Digital Speedometer \n- Trip Computer \n- Cruise Control\n- Lane Departure Warning \n- Radar Cruiser Control\n- Daytime Running Lights \n- Rain Sensing Wipers \n- Power Folding Mirrors \n- Push Button Start \n- Tiptronic Shifter \n- 12V Socket \n- USB Input\n- 2nd Start Function\n- Traction Control\n- Locking Differential \n- Selectable 4WD Modes\n- Navigation\n- Apple CarPlay\n- Android Auto\n- Radio\n- Bluetooth\n- Handsfree Connectivity \n- Climate Control\n- And So Much More!\n \nTrust Motors Limited  New Zealands #1 Rated Car Dealership\n\nProudly Kiwi owned and operated, Trust Motors is committed to delivering the highest quality vehicles and exceptional customer service, setting the benchmark for car buying in New Zealand.\n\nLocated in the heart of Manukau City, Auckland, our massive 11,000m² indoor showroom is home to one of the countrys most impressive vehicle lineups. Every vehicle is hand-selected and meticulously prepared for sale through a stringent reconditioning process, ensuring top-tier quality, reliability, and presentation. From versatile family cars to high-performance machines, rugged 4x4s to powerful utes  we have something for everyone.\n\nExperience the Trust Motors difference. Come and meet our award-winning team and discover why were rated the best dealership in the country.\n\n Easy on-site finance \n\n All trade-ins welcome\n\nVisit Us:\n10 Norman Spencer Drive, Papatoetoe, Auckland\n\nOpening Hours:\nMonday to Friday: 8:30 AM  5:30 PM\nSaturday: 9:00 AM  5:00 PM\nSunday: 10:00 AM  4:30 PM\n\nTrust Motors  How car buying should be.",
  "cin_url": null,
  "vss_url": null,
  "has_offer": false,
  "has_video": false,
  "has360": false,
  "is_new": false,
  "is_hot": false,
  "is_basic_listing": false,
  "offer_text": "",
  "offer_expiry_seconds": 0,
  "fuel_saver_rating": 1.5,
  "fuel_saver_cost": 3610,
  "fuel_saver_mileage": 0,
  "fuel_saver_note": "",
  "fuel_saver_promo_badge": "",
  "driver_safety_stars": 0,
  "driver_safety_caption": "Based on 2025 UCSR rating for 09-23 models",
  "driver_safety_promo_badge": "",
  "standard_features": [
    "7 seater",
    " Diesel",
    " 4WD",
    " Turbo",
    " NZ New",
    " ABS Brakes",
    " Automatic"
  ],
  "features": [
    " 4WD",
    " ABS Brakes",
    " Automatic",
    " Diesel",
    " NZ New",
    " Turbo",
    "7 seater"
  ],
  "images": [
    {
      "url_full": "https://cdn.autotrader.co.nz/at-listing/vehicledata/1205779/image/0.jpg?sv=2018-03-28&sr=b&sig=raHExvVaVdJEyzUafCLr4KQnOKJA2rCuu%2BTjGe%2BKlcY%3D&se=2045-09-29T16%3A23%3A00Z&sp=r",
      "url_thumb": "https://cdn.autotrader.co.nz/at-listing/vehicledata/1205779/thumb/0.jpg?sv=2018-03-28&sr=b&sig=pCK3EQdb632vWdKtuEBjrMiN9UGSz8HasnRwj7sXHeM%3D&se=2045-09-29T16%3A23%3A00Z&sp=r",
      "cloud_flare_url_full": "",
      "cloud_flare_url_thumb": ""
    },
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      "url_full": "https://cdn.autotrader.co.nz/at-listing/vehicledata/1205779/image/1.jpg?sv=2018-03-28&sr=b&sig=DEtZcqovrHqdlRUxFZ0ZnR9QisdZHe2R11rp%2Fhdzdqs%3D&se=2045-09-29T16%3A23%3A00Z&sp=r",
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      "url_full": "https://cdn.autotrader.co.nz/at-listing/vehicledata/1205779/image/4.jpg?sv=2018-03-28&sr=b&sig=I2Vg%2Bw3aKFn4HGvPGWixejW3O2y1loTqjBqsyOAT06A%3D&se=2045-09-29T16%3A23%3A01Z&sp=r",
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  ],
  "kudos_badges": [],
  "similar_vehicles": [
    {
      "search_score": 1,
      "vehicle_i_d": "1128062",
      "make": "Isuzu",
      "make_id": 73,
      "model": "MU-X",
      "model_id": 1544,
      "variant": "LS-T 3.0L Diesel 4WD",
      "dealership_name": "Trust Motors Ltd",
      "dealership_id": 10796,
      "listing_contact_phone": "099517458",
      "account_name": null,
      "account_id": null,
      "short_description": "STAUNCH, 17'' Alloys, Lifted, Roof Tray",
      "vehicle_class": null,
      "vehicle_class_id": null,
      "stock_no": "7866",
      "year": 2022,
      "body_style_display": "SUV / 4x4",
      "body_style_id": 40,
      "exterior_colour1": "Mercury Silver Metallic",
      "exterior_colour2": "",
      "exterior_features": "",
      "interior_colour": null,
      "interior_features": "",
      "seat_no": 7,
      "door_no": null,
      "engine_size": 2999,
      "engine_size_unit": "cc",
      "fuel_type1": "Diesel",
      "fuel_type1_id": 20,
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    }
  ],
  "finance_application_url": "https://trustmotors.co.nz/finance",
  "has_fc_application": null,
  "has_pre_qual": false,
  "is_private_seller": false,
  "co2_disclaimer": "",
  "clean_vehicle_badge": "",
  "clean_vehicle_text": "",
  "co2": 240,
  "co2_text": "240 grams/km",
  "clean_vehicle_disclaimer_long": "",
  "clean_vehicle_ind": "",
  "co2_stars": 2,
  "co2_stars_text": "1 stars out of 6",
  "co2_max": 0,
  "co2_yearly": 3.36,
  "co2_yearly_max": 3610,
  "clean_vehicle": 0,
  "clean_vehicle_max": 0,
  "price_ccd_inclusive": 0,
  "price_ccd_inclusive_max": 0,
  "price_special_ccd_inclusive": 0,
  "price_special_ccd_inclusive_max": 0,
  "fuel_stars_text": "1.5 stars out of 6",
  "safety_stars_text": "5 stars out of 5",
  "finance_with_dealer": true,
  "finance_text_option": 1,
  "headline": null,
  "auction": null,
  "listing_type": 0
}
]

The scraper returns comprehensive vehicle data with over 90 fields, each serving specific purposes for automotive market intelligence:

Vehicle Identification & Basic Information

• Vehicle ID: Unique identifier within Autotrader.co.nz system. Critical for database management, tracking specific vehicles over time, and avoiding duplicates in inventory systems.

• Make ID & Make Caption: Manufacturer identifier and name (e.g., Toyota, Ford, Honda). Essential for brand-level analysis, inventory segmentation by manufacturer, and market share calculations.

• Model ID & Model Caption: Vehicle model identifier and name (e.g., Land Cruiser Prado, Ranger). Enables model-level competitive analysis, pricing comparisons, and trend identification for specific vehicle types.

• Variant: Specific vehicle variant or trim level. Important for precise pricing comparisons, understanding feature differences, and targeting specific market segments.

• Stock No & Reg No: Dealer stock number and registration number. Useful for inventory tracking, vehicle verification, and cross-referencing with other data sources.

• Year: Manufacturing year. Critical for age-based analysis, depreciation calculations, and market segmentation by vehicle age.

Dealer & Seller Information

• Dealership ID & Dealership Name: Dealer identifier and business name. Essential for analyzing dealer inventory strategies, comparing pricing across dealerships, and building dealer contact databases.

• Is Private Seller: Boolean indicating private vs. dealer sale. Enables segmentation of private sales vs. dealer inventory, important for market analysis and pricing strategy.

• Dealership: Complete dealer information object. Provides comprehensive dealer contact details, location, and business information for direct outreach and relationship building.

• Private Seller: Private seller information if applicable. Contains contact details for private sales, enabling direct buyer-seller connections.

Physical Specifications

• Body Style Display: Vehicle body type (sedan, SUV, hatchback, etc.). Critical for market segmentation, understanding body style trends, and targeting specific customer preferences.

• Exterior Colour 1 & Exterior Colour 2: Primary and secondary exterior colors. Important for inventory diversity analysis, understanding color preferences, and matching buyer requirements.

• Interior Colour: Interior color specification. Useful for detailed vehicle matching and understanding interior preference trends.

• Door No & Seat No: Number of doors and seating capacity. Essential for family vehicle analysis, commercial vehicle segmentation, and practical specification matching.

• Seat Material Name: Interior material type (leather, cloth, etc.). Indicates luxury level, helps with pricing analysis, and supports feature-based segmentation.

Engine & Performance

• Engine Size & Engine Size Unit Name: Engine displacement and measurement unit. Critical for performance analysis, fuel efficiency expectations, and market segmentation by engine size.

• Fuel Type 1 Name & Fuel Type 2 Name: Primary and secondary fuel types (petrol, diesel, hybrid, electric). Essential for environmental analysis, operating cost calculations, and targeting eco-conscious market segments.

• Transmission ID Name & Transmission Display: Transmission type details (automatic, manual). Important for buyer preference analysis and market trend identification.

Usage & Condition

• Odometer Reading & Odometer Unit Name: Mileage and measurement unit. Critical for condition assessment, depreciation analysis, and pricing strategy based on vehicle usage.

• Is New: Boolean indicating new vs. used vehicle. Essential for market segmentation between new and used vehicle markets.

• Listing Type: Type of listing (standard, featured, etc.). Indicates dealer marketing investment and listing prominence.

Pricing Information

• Retail Price Amount: Standard retail price. Primary pricing data for market analysis, competitive pricing strategies, and trend identification.

• Special Price Amount: Discounted or promotional price. Reveals pricing flexibility, promotional strategies, and potential negotiation opportunities.

• Price Applicable: Indicates pricing validity. Important for understanding if price is firm or negotiable.

• ORC Included & ORC Price Amount: On-road costs inclusion and amount. Critical for true total cost analysis and fair price comparisons across listings.

• Price CCD Inclusive & variations: Clean Car Discount inclusive pricing. Important for New Zealand-specific pricing analysis including government rebates.

• Has Price Drop, Price Drop Date Display, Price Drop Amount: Price reduction indicators. Reveals pricing adjustments, market response, and potential negotiation leverage.

Environmental & Safety Ratings

• Fuel Saver Rating, Fuel Saver Cost, Fuel Saver Mileage: Fuel efficiency metrics. Essential for operating cost analysis, environmental impact assessment, and eco-conscious buyer targeting.

• Driver Safety Stars & Driver Safety Caption: Safety rating information. Critical for safety-conscious buyers, family vehicle analysis, and understanding safety equipment levels.

• CO2, CO2 Text, CO2 Stars: Carbon emissions data. Important for environmental impact analysis and Clean Car Standard compliance in New Zealand.

• Clean Vehicle Badge, Clean Vehicle Text, Clean Vehicle Ind: New Zealand Clean Car Standard indicators. Specific to NZ market, essential for rebate eligibility and environmental positioning.

Features & Equipment

• Standard Features: List of standard equipment. Important for value analysis, feature comparison across models, and understanding base specification levels.

• Features: Additional or optional features. Reveals equipment levels, luxury specifications, and differentiating factors between similar vehicles.

• Description: Detailed vehicle description. Provides context, condition details, and unique selling points for qualitative analysis.

Marketing & Presentation

• Short Description & Headline: Brief marketing descriptions. Reveals dealer marketing approaches and key selling points.

• Images: Array of vehicle images. Visual documentation for verification, marketing materials, and condition assessment.

• Has Video & Has 360: Multimedia content indicators. Shows dealer investment in presentation, suggests premium listings.

• Is Hot, Has Offer: Promotional indicators. Identifies actively promoted vehicles and special offers.

• Offer Text & Offer Expiry Seconds: Promotional details. Provides timing and nature of special offers for urgency analysis.

Verification & Documentation

• CIN URL & VSS URL: Carjam Instant Number and Vehicle Safety Summary URLs. Important verification links for vehicle history and safety checks.

• Has FC Application, Has Pre Qual: Finance application availability. Indicates dealer finance options and purchasing flexibility.

• Finance Application URL: Direct link to finance application. Enables quick access to financing options.

Additional Intelligence

• Kudos Badges: Quality or certification badges. Indicates dealer certifications, warranties, or quality guarantees.

• Similar Vehicles: Related vehicle suggestions. Useful for market comparison and alternative option analysis.

• Vehicle Rating & View Caption: User ratings and view statistics. Provides popularity metrics and customer interest indicators.

• Categories: Vehicle classification categories. Enables multi-dimensional segmentation and categorization.

• Auction: Auction-related information if applicable. Identifies auction listings vs. standard sales.

Each field provides specific value for automotive market intelligence, competitive analysis, inventory management, and data-driven decision making in the New Zealand vehicle market.

Usage Guide

Setting Up Your Scraping Task

Step 1: Identify Target Vehicle Listings

Navigate to Autotrader.co.nz and locate the specific vehicle detail pages you want to scrape. You can:

• Search for specific makes, models, or years
• Filter by location, price range, or features
• Browse dealer inventories
• Access saved or favorited vehicles

Copy the full URL from each vehicle detail page (e.g., https://autotrader.co.nz/used-cars-for-sale/toyota/landcruiserprado/1205779).

Step 2: Configure Input JSON

Add your collected URLs to the urls array. For bulk operations, use the Bulk edit section to paste multiple URLs at once, with each URL on a new line.

Step 3: Configure Proxy Settings

For reliable New Zealand automotive data collection:

• Enable Apify proxy with residential proxy groups
• Set apifyProxyCountry to "NZ" for optimal local access
• This ensures reliable connection and reduces bot detection

Step 4: Set Retry Limits

Configure max_retries_per_url based on your requirements:

• Default value of 2 works well for most scenarios
• Increase for critical data collection requiring higher success rates
• Decrease for faster processing of large URL lists

Best Practices

URL Collection Strategy:

• Organize URLs by make, model, or dealer for systematic analysis
• Track URL sources to maintain data context
• Verify URLs are vehicle detail pages, not search results
• Keep backup lists of working URLs

Proxy Configuration:

• New Zealand proxies provide best results for Autotrader.co.nz
• Residential proxies essential for avoiding detection
• Monitor for access issues and adjust if needed

Data Quality Assurance:

• Validate sample outputs before large-scale scraping
• Check for complete data extraction across all fields
• Verify pricing and specification accuracy
• Cross-reference critical data points

Efficient Processing:

• Batch similar vehicles together for easier analysis
• Implement delays between large extraction runs
• Monitor for changes in site structure
• Track extraction success rates

Common Troubleshooting

Access Issues:

• Verify proxy settings use NZ residential proxies
• Check URLs are correctly formatted
• Ensure URLs point to active listings
• Adjust retry settings if experiencing timeouts

Incomplete Data:

• Some fields may be empty for certain vehicles
• Verify listing still active on Autotrader.co.nz
• Check if listing type affects available data
• Review sample outputs to understand data patterns

URL Management:

• Expired listings return no data
• Verify URLs haven't changed structure
• Check for redirects to updated pages
• Maintain current URL lists

Benefits and Applications

The Autotrader.co.nz Car Details Scraper delivers significant efficiency gains for automotive market intelligence. Manual collection of detailed vehicle data is eliminated, enabling focus on analysis and strategic decision-making.

Primary Applications:

Competitive Pricing Analysis: Dealerships can monitor competitor pricing across specific makes and models, identify pricing trends and market positioning, analyze price drops and promotional strategies, and optimize their own pricing for market competitiveness.

Inventory Management: Track available inventory across New Zealand market, identify popular vehicle specifications and features, monitor stock turnover rates by analyzing listing changes, and inform purchasing decisions with market availability data.

Market Research: Analyze New Zealand automotive market trends, understand buyer preferences through feature analysis, track environmental vehicle adoption (EVs, hybrids), and assess market segmentation by price, type, and features.

Dealer Intelligence: Build comprehensive dealer databases with contact information, analyze dealer inventory strategies and specializations, identify high-volume dealers and market leaders, and understand dealer marketing approaches through listing analysis.

Vehicle Valuation: Compile comparable vehicle data for accurate valuations, track depreciation rates across makes and models, understand how specifications affect pricing, and assess market value ranges for specific vehicles.

Environmental Analysis: Track Clean Car Standard adoption in New Zealand, analyze fuel efficiency trends across vehicle types, monitor emissions ratings and environmental badges, and understand eco-vehicle market penetration.

The scraper provides competitive advantages through:

• Over 90 data fields per vehicle for comprehensive analysis
• New Zealand-specific data including Clean Car metrics
• Detailed safety and environmental ratings
• Complete dealer and pricing information
• Verification links for vehicle history checks
• Marketing and promotional data for competitive intelligence

Extracted data integrates with automotive CRM systems, pricing analysis tools, inventory management platforms, and business intelligence solutions, enabling immediate activation for market analysis, competitive strategy, and business development.

Conclusion

The Autotrader.co.nz Car Details Scraper transforms manual vehicle data collection into efficient automated extraction. By providing structured access to New Zealand's leading automotive marketplace, it enables data-driven decisions about pricing, inventory, and market strategy.

Whether monitoring competitor pricing, analyzing market trends, managing dealership inventory, or conducting comprehensive automotive market research, this scraper delivers the systematic data collection capabilities needed to maintain competitive advantage in New Zealand's automotive market.

Ready to streamline your automotive market intelligence? Start extracting detailed vehicle data from Autotrader.co.nz today.

Related Actors

• autotrader.co.nz Cars Search Scraper: A specialized data extraction tool engineered to harvest detailed cars information from autotrader's cars marketplace.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about autotrader.co.nz Automotive Details Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.