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OpenLane.eu Cars Details Scraper: Extract European Automotive Auction Data

Introduction

OpenLane.eu operates as Europe's premier digital automotive auction platform, facilitating B2B vehicle transactions across multiple European countries. The platform connects professional car dealers, importers, and fleet managers with thousands of wholesale vehicle listings, ranging from passenger cars to commercial vehicles. OpenLane maintains detailed vehicle records including complete specifications, condition reports, auction pricing, bidding histories, and comprehensive photographic documentation.

For automotive professionals engaged in cross-border vehicle trading, market analysis, or inventory sourcing, accessing this structured auction data is essential. However, manually collecting detailed vehicle information from individual auction listings is inefficient when analyzing market trends or sourcing inventory at scale.

The OpenLane.eu Cars Details Scraper automates this extraction process, enabling systematic collection of comprehensive vehicle data including technical specifications, auction dynamics, pricing intelligence, and condition assessments that would otherwise require extensive manual effort.

Scraper Overview

The OpenLane.eu Cars Details Scraper is a specialized tool designed to extract comprehensive vehicle data from individual auction listings on Europe's leading B2B automotive platform. It captures detailed specifications, auction information, pricing data, bidding activity, condition reports, and vehicle history.

Key advantages include residential proxy support, configurable retry mechanisms, and the ability to process multiple vehicle detail pages simultaneously. It's valuable for automotive dealers sourcing inventory, importers analyzing cross-border opportunities, market researchers tracking pricing trends, and fleet managers evaluating wholesale markets.

The scraper extracts extensive metadata including VIN numbers, registration details, technical specifications, damage reports, maintenance records, auction dynamics, bidding histories, and seller information while maintaining data accuracy and respecting platform limits.

Input and Output Details

Example url 1: https://www.openlane.eu/en/car/info?auctionId=10398136

Example url 2: https://www.openlane.eu/en/car/info?auctionId=10398135

Example url 3: https://www.openlane.eu/en/car/info?auctionId=10398018

Example Screenshot of cars information page:

Input Format

The scraper requires direct URLs to specific vehicle auction pages on OpenLane.eu.

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "NL"
  },
  "max_retries_per_url": 2,
  "urls": [
    "https://www.openlane.eu/en/car/info?auctionId=10398136",
    "https://www.openlane.eu/en/car/info?auctionId=10398135",
    "https://www.openlane.eu/en/car/info?auctionId=10398018"
  ]
}

The urls parameter: Add URLs of specific vehicle auction pages. Paste URLs individually or use bulk edit for prepared lists. These should be direct links to vehicle detail pages with auction IDs.

The max_retries_per_url parameter: Sets retry attempts for failed requests. Default is 2, balancing thoroughness with efficiency.

The proxy parameter: Essential for avoiding detection. Use European residential proxies (apifyProxyCountry: "NL" for Netherlands or other EU countries) for optimal access.

Output Format

Example output

[
  {
  "seller_id": 237956,
  "car_id": 5386285,
  "use_etg_values": true,
  "car_name": "Audi A6 Avant S Line",
  "car_title_list": {
    "bg": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "cs": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "de": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "el": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "en": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "es": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "fi": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "fr-be": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "fr-fr": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "hr": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "hu": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "it": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "lt": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "nl-be": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "nl-nl": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "pl": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "pt": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "ro": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "ru": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "sk": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "sl": "Audi A6 40 TDI S Line - 204 hp - 113.163 km",
    "tr": "Audi A6 40 TDI S Line - 204 hp - 113.163 km"
  },
  "car_title_mobile_list": {
    "bg": "Audi A6 40 TDI - 113.163 km",
    "cs": "Audi A6 40 TDI - 113.163 km",
    "de": "Audi A6 40 TDI - 113.163 km",
    "el": "Audi A6 40 TDI - 113.163 km",
    "en": "Audi A6 40 TDI - 113.163 km",
    "es": "Audi A6 40 TDI - 113.163 km",
    "fi": "Audi A6 40 TDI - 113.163 km",
    "fr-be": "Audi A6 40 TDI - 113.163 km",
    "fr-fr": "Audi A6 40 TDI - 113.163 km",
    "hr": "Audi A6 40 TDI - 113.163 km",
    "hu": "Audi A6 40 TDI - 113.163 km",
    "it": "Audi A6 40 TDI - 113.163 km",
    "lt": "Audi A6 40 TDI - 113.163 km",
    "nl-be": "Audi A6 40 TDI - 113.163 km",
    "nl-nl": "Audi A6 40 TDI - 113.163 km",
    "pl": "Audi A6 40 TDI - 113.163 km",
    "pt": "Audi A6 40 TDI - 113.163 km",
    "ro": "Audi A6 40 TDI - 113.163 km",
    "ru": "Audi A6 40 TDI - 113.163 km",
    "sk": "Audi A6 40 TDI - 113.163 km",
    "sl": "Audi A6 40 TDI - 113.163 km",
    "tr": "Audi A6 40 TDI - 113.163 km"
  },
  "car_name_url_formatted": null,
  "size": "Estate",
  "size_name": "carsize.Break",
  "effluent_standard_id": 7,
  "effluent_standard": "EU6",
  "fuel_type_id": 100003,
  "gear_box_type_id": 180004,
  "gear_box_type": "Automatic transmission",
  "license_plate": "225000575",
  "date_first_registration": "2022-02-11T00:00:00",
  "production_date": null,
  "production_date_formatted": "",
  "retail_date": null,
  "retail_date_formatted": "",
  "year_first_registration": 2022,
  "date_first_registration_formatted": "11/02/2022",
  "chassis_number": "*****************",
  "mileage": 113163,
  "mileage_formatted": "113.163 km",
  "seller": {
    "company_id": 237956,
    "comment": "",
    "name": null,
    "exclusiveness_type_id": 1,
    "vehicle_as_described": 5,
    "chance_of_assignment": 5,
    "car_assignment_time": 5,
    "car_release_time": 5,
    "global_score": 5.0
  },
  "seller_country_id": "de",
  "is_margin": false,
  "car_ecadis_country_id": 2,
  "is_broken": false,
  "has_technical_damage": false,
  "origin_country_id": "fr",
  "co2": "",
  "car_country_extended": "fr",
  "purchase_price": 0.0,
  "is_fiscal_light_truck": false,
  "hp": 204,
  "make": "Audi",
  "etg_type_id": 206479,
  "etg_type": null,
  "is_v5_present": null,
  "auction_id": 10398136,
  "start_price": 22000.0,
  "special_price": 22300.0,
  "increment": 100.0,
  "final_price": 0.0,
  "is_buy_now": true,
  "has_buy_now_bid_placed": false,
  "is_target": false,
  "bidder_id": null,
  "company_id": null,
  "seller_specific_fee": 0,
  "status_id": 2,
  "is_car_watch": false,
  "is_blind": false,
  "is_aggregated": false,
  "requested_sales_price": 22300.0,
  "requested_sales_price_can_be_shown": false,
  "rsp_reached": null,
  "best_chance_bid": 0.0,
  "auction_batch_id": 339626,
  "batch_end_date": "2026-01-19T08:40:00",
  "batch_end_date_formatted": "19/01/2026",
  "batch_start_date": "2026-01-16T09:20:00",
  "batch_attribute_id": 2,
  "batch_ecadis_country_id": 2,
  "batch_ecadis_country_name": "de",
  "is_in_extended_phase": false,
  "end_date_extended_phase": "0001-01-01T01:00:00",
  "extended_phase_type": -1,
  "is_extended_phase_end_message_received": false,
  "order_id": 9999,
  "is_car_re_imported": false,
  "is100perc_assignment": null,
  "is_favorite": false,
  "will_be_extended": false,
  "is_extended_phase_finished": false,
  "add_in_dc": "0001-01-01T01:00:00",
  "nbr_views": 41,
  "batch_supports_last_bid": false,
  "mins_for_last_bid": 5,
  "supports_last_bid": false,
  "is_stock": false,
  "car_identification": {
    "make": "Audi",
    "model": "A6",
    "clean_type": "Avant",
    "type_name": "40 TDI 204 ch S tronic 7 S line",
    "trim_line": "S Line",
    "year": "",
    "fuel_group": "Diesel",
    "gearbox_group": "Automatic",
    "engine_description": "40 TDI",
    "model_display": "A6 Avant",
    "is_four_wheel_drive": false
  },
  "is_sold": false,
  "equipment_color_label": "carcolor.gray",
  "cylinder_capacity": 1968,
  "number_of_gears": 7,
  "number_of_doors_id": 5,
  "number_of_doors": "5",
  "kw": "150 kW (204 Hp)",
  "pk": 204,
  "body_color_id": 10,
  "body_color": "",
  "equipment_color_id": 8,
  "equipment_color": "Grey",
  "has_maintenance_record": true,
  "last_maintenance_mileage": 91089,
  "last_maintenance_mileage_formatted": "91.089 km",
  "last_maintenance_date": "2024-11-20T00:00:00",
  "car_location_description": null,
  "last_maintenance_date_formatted": "20/11/2024",
  "tire_dimension_front": "",
  "tire_dimension_back": "",
  "option_comment": "S Line",
  "damage_comment": "Reimport from France.",
  "tire_usage_front": -1,
  "tire_usage_back": -1,
  "number_of_keys": 2,
  "places": 5,
  "car_ecadis_country_country_id": "de",
  "location_id": 361168,
  "is_harmed_before": false,
  "reference_id": "24039",
  "has_extra_wheels_set": false,
  "has_report_damage": false,
  "weight": -1,
  "transport_category_id": 1,
  "length": -1.0,
  "width": -1.0,
  "wheelbase": -1.0,
  "etg_option_list": [
    {
      "option_id": 1,
      "name": "Air Conditioning - Automatic climate control",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 3,
      "name": "Doors - Electric tailgate",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 5,
      "name": "Doors - Keyless central door lock",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 6,
      "name": "Doors - Keyless engine start",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 9,
      "name": "Mirrors / Cameras - Automatically dimming",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 10,
      "name": "Mirrors / Cameras - Automatically dimming interior mirror",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 11,
      "name": "Mirrors / Cameras - Electrical adjustable mirrors",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 12,
      "name": "Mirrors / Cameras - Folding mirrors electric",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 13,
      "name": "Mirrors / Cameras - Heated mirrors",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 18,
      "name": "Mirrors / Cameras - Rearview camera",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 24,
      "name": "Seats - Heated front",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 26,
      "name": "Seats - Isofix  ",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 27,
      "name": "Seats - Lumbar support driver",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 28,
      "name": "Seats - Lumbar support passenger",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 32,
      "name": "Seats - Sport",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 35,
      "name": "Seats - Upholstery",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 38,
      "name": "Steering wheel - Leather",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 40,
      "name": "Steering wheel - Multifunctional",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 45,
      "name": "Other - Armrest",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 47,
      "name": "Other - Power steering",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 49,
      "name": "Other - Ambient lighting",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 50,
      "name": "Other - Start & Stop system",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 52,
      "name": "Wheels & Transmission - Sport suspension",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 54,
      "name": "Towing equipment - Towing Hook",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 57,
      "name": "Windows - Electric front",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 58,
      "name": "Windows - Electric rear",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 59,
      "name": "Windows - Heat reflecting front",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 68,
      "name": "Roof - Sunroof electric opening",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 72,
      "name": "Lights - Daytime running lights",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 74,
      "name": "Lights - Headlight washer system",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 75,
      "name": "Lights - Headlights",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 84,
      "name": "(Car) Infotainment - Bluetooth",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 89,
      "name": "(Car) Infotainment - Navigation system",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 92,
      "name": "Safety systems - Digital cockpit",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 93,
      "name": "Safety systems - Cruise control",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 97,
      "name": "Safety systems - Lane control assistant",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 102,
      "name": "Safety systems - Airbags ",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 104,
      "name": "Safety systems - ABS",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 105,
      "name": "Safety systems - ESP",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 108,
      "name": "Parking aid - Front sensors",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 109,
      "name": "Parking aid - Rear sensors",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 113,
      "name": "Wheels & Transmission - Alloy wheels",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 116,
      "name": "Air Conditioning - Automatic climate control - Automatic climate control, 2 zones",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 128,
      "name": "Seats - Upholstery - Leather",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 134,
      "name": "Lights - Headlights - LED headlights",
      "show_in_car_detail": true,
      "show_in_pdf": true,
      "priority": 0,
      "category_id": 20
    },
    {
      "option_id": 145,
      "name": "Other - Metallic Paint",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 147,
      "name": "Roof - Roof railing",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    },
    {
      "option_id": 150,
      "name": "(Car) Infotainment - Premium Sound System",
      "show_in_car_detail": false,
      "show_in_pdf": false,
      "priority": 1,
      "category_id": 20
    }
  ],
  "car_reports_list": [],
  "clean_make": "Audi",
  "clean_model": "A6",
  "model_year": null,
  "trimline": "S Line",
  "four_wheel_drive": false,
  "batch_end_date_formatted_complete": "19/01/2026 08:40",
  "batch_start_date_formatted": "16/01/2026",
  "batch_attribute": {
    "auction_batch_attribute_id": 2,
    "name": null,
    "is_buy_now_auction": true,
    "is_blind_auction": false,
    "is_pick_up_tomorow_auction": false,
    "show_special_icon": true
  },
  "overruling_car_address_id": 361168,
  "seller_display_name": "Car Trade Deutschland",
  "is_driving": true,
  "model_display": "A6 Avant",
  "engine_description": "40 TDI",
  "fuel_group": "Diesel",
  "gearbox_group": "Automatic transmission (7)",
  "caches_car_accessories": null,
  "current_price": 21900,
  "current_price_formatted": "21.900",
  "next_max_price": 22000.0,
  "bids_log_id": -1,
  "highest_bidder_id": -1,
  "highest_bid_date": "0001-01-01T01:00:00",
  "all_bidders": [],
  "batch_end_date_time": "2026-01-19T08:40:00",
  "bid_options": null,
  "bids": [],
  "show_country_cost": false,
  "country_cost": 0.0,
  "show_auction_fee": false,
  "auction_fee": 0.0,
  "show_bpm": false,
  "bpm_amount": 0.0,
  "sub_total": 0.0,
  "show_vat": false,
  "vat_amount": 0.0,
  "target_price": 0.0,
  "buy_now_price": 22300.0,
  "total_price": 0.0,
  "currency_code": "EUR",
  "show_converted_info": false,
  "has_user_placed_a_bid": false,
  "is_user_highest_bidder": false,
  "is_dealer_car": true,
  "country_code_dealer": "de",
  "market_prices_by_country": {},
  "barometer_prices": [
    {
      "price": 22490,
      "y_hat": 0.4911,
      "sequence": 1
    },
    {
      "price": 22590,
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The scraper returns comprehensive vehicle and auction data across 200+ fields organized into key categories:

Vehicle Identification & Basic Info:

• Seller ID, Car ID, Auction ID: Unique identifiers for tracking vehicles and sellers across the platform
• Car Name, Make, Model Display, Trimline: Complete vehicle identification for inventory management
• License Plate, Chassis Number, VIN: Critical identification numbers for verification and registration
• Year First Registration, Production Date: Age verification for valuation and compliance

Technical Specifications:

• Engine Description, Cylinder Capacity, Hp, Kw, Pk: Power and performance metrics
• Fuel Type ID, Fuel Group, Effluent Standard: Fuel system and emissions compliance data
• Gear Box Type, Number Of Gears, Four Wheel Drive: Transmission and drivetrain specifications
• Co2, Battery Capacity, Electric Range: Environmental and electric vehicle data
• Weight, Length, Width, Wheelbase: Physical dimensions for transport planning

Condition & History:

• Mileage, Mileage Type ID: Usage data for valuation and condition assessment
• Has Technical Damage, Is Broken, Damage Comment: Condition indicators and damage descriptions
• Maintenance Record, Last Maintenance Date/Mileage: Service history for quality assessment
• Has Report Damage, Car Reports List: Comprehensive damage documentation
• Tire Usage Front/Back, Tread Depth: Tire condition data affecting value

Auction Dynamics:

• Start Price, Current Price, Final Price, Target Price: Complete pricing progression
• Increment, Next Max Price, Maximum Bid: Bidding mechanics and next bid requirements
• Nbr Bids, All Bidders, Highest Bidder ID: Competitive activity indicators
• Batch End Date, Is In Extended Phase: Auction timing and extensions
• Is Buy Now, Buy Now Price: Immediate purchase options

Financial Details:

• Auction Fee, Country Cost, Bpm Amount, Vat Amount: Complete cost breakdown
• Sub Total, Total Price, Currency Code: Final pricing with all fees
• Market Prices By Country, Barometer Prices: Comparative market valuations
• Show Converted Info, Currency Rates: Multi-currency support

Location & Logistics:

• Car Location Description, Car Latitude/Longitude: Physical vehicle location
• Seller Country ID, Origin Country ID: Geographic origin and seller location
• Transport Category ID, Physical Location Country ID: Logistics planning data

Documentation & Compliance:

• Is V5 Present, Registration Docs Available, Coc Available: Document availability
• Technical Inspection Date, Warranty Expiration Date: Compliance and coverage status

Seller & Market Intelligence:

• Seller Display Name, Seller Score, Is Dealer Car: Seller reputation and type
• Community ID, Community Name: Platform segment identification
• Picture Count, Pictures List: Visual documentation quality

Electric Vehicle Specifics:

• Battery Leased, Ac Charge Power, Dc Max Charge Power: EV-specific data
• Charging Cable Type IDs, Electric Range Extender: Charging infrastructure compatibility

Each field enables specific use cases: pricing analysis, inventory sourcing, condition assessment, logistics planning, market intelligence, and compliance verification.

Usage Guide

Setting Up Vehicle Data Extraction

Step 1: Collect Vehicle URLs

Navigate OpenLane.eu to identify target vehicles. Copy auction page URLs containing auctionId parameters. Build lists based on:

• Specific makes/models for inventory sourcing
• Price ranges for market analysis
• Vehicle conditions for parts sourcing
• Geographic locations for logistics planning

Step 2: Configure Extraction

Add URLs to your configuration. Use bulk edit for large lists. Organize by vehicle type, auction batch, or research objective.

Step 3: Set Proxy Configuration

Use European residential proxies matching your target market or OpenLane's primary regions (Netherlands, Belgium, Germany). This ensures reliable access and reduces blocking risk.

Step 4: Configure Retry Logic

Set max_retries_per_url based on connection stability. Increase for large-scale extraction or unstable networks.

Best Practices

URL Management:

• Collect URLs systematically from search results before detailed extraction
• Verify auction status before scraping (active vs. ended)
• Track auction end dates to prioritize time-sensitive listings
• Organize URLs by vehicle category for structured analysis

Proxy Strategy:

• Use European residential proxies for best results
• Rotate proxies for large-scale extraction
• Monitor for access issues and adjust country selection
• Test configuration with small batches first

Data Processing:

• Validate extracted data against source listings
• Handle optional fields that may be null for certain vehicles
• Parse numeric values correctly (mileage, prices, dates)
• Extract and process image URLs for visual verification

Category-Specific Extraction:

Passenger Cars:

• Focus on technical specs, mileage, and service history
• Track auction dynamics for popular models
• Monitor damage reports and condition indicators
• Compare market prices across countries

Electric Vehicles:

• Extract battery capacity, range, and leasing status
• Verify charging infrastructure compatibility
• Check warranty coverage for battery systems
• Monitor EV-specific pricing trends

Commercial Vehicles:

• Capture weight, dimensions, and transport category
• Verify technical inspection validity
• Extract payload and configuration details
• Monitor fleet disposal patterns

Common Troubleshooting

Access Issues:

• Verify auction URLs are correctly formatted with valid auction IDs
• Check if auctions have ended or been removed
• Ensure proxies are properly configured
• Confirm account access if platform requires authentication

Data Quality:

• Validate that all critical fields are populated
• Check for changed page structures affecting extraction
• Verify numeric data parsing (prices, dates, measurements)
• Cross-reference sample extractions with source pages

Performance:

• Process URLs in manageable batches (50-100 at a time)
• Implement appropriate delays for large volumes
• Monitor retry rates and adjust configuration
• Split large jobs across multiple runs for efficiency

Benefits and Applications

Inventory Sourcing: Dealers systematically identify suitable vehicles matching inventory needs, compare pricing across multiple listings, assess vehicle conditions before bidding, and build acquisition pipelines with comprehensive vehicle data.

Market Intelligence: Track pricing trends by make, model, and condition, analyze auction activity and competitive dynamics, identify undervalued vehicles for arbitrage, monitor market supply and demand patterns, and build historical pricing databases for valuation models.

Cross-Border Trading: Compare prices across European markets for import opportunities, calculate complete landed costs including fees and taxes, identify vehicles suitable for specific country regulations, plan efficient logistics based on vehicle locations, and analyze currency impacts on profitability.

Fleet Management: Source vehicles for fleet replacement programs, benchmark auction prices against retail alternatives, identify volume sourcing opportunities, track vehicle specifications matching fleet requirements, and analyze total cost of ownership using auction data.

Parts & Salvage Operations: Identify damaged vehicles for parts harvesting, assess damage extent through detailed reports, calculate parts value versus purchase price, locate specific components or rare parts, and source inventory for repair operations.

Competitive advantages:

• Access to 200+ data fields providing comprehensive vehicle intelligence
• Complete auction dynamics including bidding history and competitor activity
• Detailed condition reports and damage assessments
• Multi-country pricing and cost calculations
• Integration-ready structured data for inventory systems
• Historical data enabling predictive pricing models

Data integrates with dealer management systems, inventory platforms, pricing tools, and analytical applications for immediate activation in sourcing, valuation, and market analysis workflows.

Conclusion

The OpenLane.eu Cars Details Scraper transforms manual vehicle research into automated intelligence gathering. By providing structured access to comprehensive auction data across European markets, it enables data-driven decisions for inventory sourcing, pricing strategies, and cross-border trading opportunities.

Whether sourcing inventory for dealerships, analyzing European automotive markets, identifying cross-border arbitrage opportunities, or building pricing intelligence systems, this scraper provides detailed extraction capabilities that accelerate professional automotive operations.

Related Actors

• openlane.eu cars Search Scraper: A specialized data extraction tool engineered to harvest detailed cars information from openlane's cars marketplace.

Your feedback

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