Contact

If you encounter any issues or need to exchange information, please feel free to contact us through the following link: My profile

Carvana.com Vehicle Details Scraper: Extract Vehicle Data - Market Intelligence

Introduction

Carvana stands as the third-largest used car retailer in the United States, having sold 244,111 vehicles with annual revenue of $5.587 billion, making it the second largest online used-car retailer in the U.S. Operating without physical showrooms, Carvana revolutionizes the automotive marketplace by sourcing cars from auctions, trade-ins, partnered dealerships, and individuals, then selling them through an innovative online e-commerce platform.

The vast inventory and comprehensive vehicle data available on Carvana presents invaluable opportunities for market analysis, competitive intelligence, and business research. However, manually collecting detailed information about thousands of vehicles across different markets becomes an overwhelming and time-consuming task. Our Carvana.com Vehicle Details Scraper addresses this challenge by automating the extraction of comprehensive vehicle data, enabling professionals to efficiently gather market intelligence and competitive insights.

Scraper Overview

The Carvana.com Vehicle Details Scraper is a sophisticated data extraction tool designed specifically for gathering comprehensive vehicle information from Carvana's cutting-edge, user-friendly online platform with proprietary 360-degree imaging technology. This professional-grade scraper navigates Carvana's extensive inventory system to extract detailed vehicle specifications, pricing information, warranty data, and market valuations.

Key Features:

• Comprehensive Data Extraction: Captures over 60 vehicle data points including specifications, pricing, warranties, and market analytics
• Advanced Proxy Integration: Residential proxy support ensures reliable access and prevents detection
• Intelligent Retry System: Built-in error handling and retry mechanisms for consistent data collection
• Scalable Processing: Efficiently processes multiple vehicle listings simultaneously
• Structured Output: Delivers clean, organized data ready for analysis and integration

Target Users:

• Auto dealers and inventory managers seeking competitive intelligence
• Market researchers analyzing automotive trends and pricing
• Fleet managers evaluating vehicle options and market values
• Automotive consultants providing market analysis services
• Investment analysts tracking automotive market dynamics
• Data scientists building automotive pricing models

Input and Output Format Details

Example url 1: https://www.carvana.com/vehicle/3824926?refSource=srp#vehicle-details

Example url 2: https://www.carvana.com/vehicle/3790935?refSource=srp

Example url 3: https://www.carvana.com/vehicle/3853198?refSource=srp

Example Screenshot of vehicle information page:

Input Format

The scraper accepts a JSON configuration specifying the vehicle URLs to extract data from, along with proxy settings and retry parameters:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "urls": [ // Links to vehicle information pages.
    "https://www.carvana.com/vehicle/3824926?refSource=srp#vehicle-details",
    "https://www.carvana.com/vehicle/3853198?refSource=srp",
    "https://www.carvana.com/vehicle/3790935?refSource=srp"
  ]
}

Input Parameters Explained:

• max_retries_per_url: Maximum retry attempts for failed requests (recommended: 2-3)
• proxy: Essential for avoiding rate limiting and maintaining access reliability
  • useApifyProxy: Enables professional proxy rotation system
  • apifyProxyGroups: "RESIDENTIAL" provides most reliable access to Carvana
  • apifyProxyCountry: Geographic location for proxy servers (match target market)
• urls: Array of Carvana vehicle page URLs for data extraction

Output Format

You get the output from the Carvana.com Vehicle Details Page Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of vehicle information
  {
  "body_type": "SUV",
  "curb_weight": 3020,
  "cvna_categories": [
    {
      "id": 1,
      "name": "Braking & Traction",
      "cvna_features": [
        {
          "name": "Hill Assistance",
          "tier": "notable",
          "description": "Hill Assistance refers to a range of systems that help maintain control on slopes by preventing rollback on uphill starts, controlling speed when descending, and keeping the vehicle stationary on inclines until acceleration.",
          "rank": "56",
          "uuid": "fc13841d-8ea7-5f38-a819-5ae8e6605a41"
        },
        {
          "name": "Electronic Stability Control",
          "tier": "notable",
          "description": "Electronic Stability Control is a safety feature that detects and reduces loss of traction, improving vehicle stability by automatically applying the brakes to individual wheels or reducing engine power.",
          "rank": "54",
          "uuid": "1191d1bc-0dde-52ed-9a2e-9a7ef299e46b"
        },
        {
          "name": "Traction Control",
          "tier": "basic",
          "description": "Traction Control is a safety feature that prevents wheel spin by automatically reducing engine power or applying brakes to specific wheels, enhancing vehicle stability.",
          "rank": "128",
          "uuid": "b818df3e-d4f7-5046-95b7-47f4882a35a7"
        },
        {
          "name": "Stability Control",
          "tier": "basic",
          "description": "Stability Control is a safety feature that detects and reduces loss of traction, enhancing vehicle stability and safety during cornering or sudden maneuvers.",
          "rank": "127",
          "uuid": "49c1477c-efb6-5a29-a062-fe2c918a4ffa"
        },
        {
          "name": "Rollover Mitigation",
          "tier": "notable",
          "description": "Rollover Mitigation encompasses a variety of vehicle safety features that include detecting and preventing potential rollovers, as well as structural elements to protect passengers in the event a rollover does occur.",
          "rank": "57",
          "uuid": "eba453ca-db1c-51d8-b9d4-0c09adf52b9c"
        },
        {
          "name": "Limited Slip Differential",
          "tier": "basic",
          "description": "Limited Slip Differential improves traction by distributing power evenly to both wheels, particularly helpful when driving on slippery surfaces.",
          "rank": "129",
          "uuid": "b8c8050b-3989-53e7-a8b2-e70e9a7fd126"
        },
        {
          "name": "Anti-Lock Brakes",
          "tier": "basic",
          "description": "Anti-Lock Brakes is a braking system that prevents the wheels from locking up during sudden braking, improving control and reducing the risk of skidding.",
          "rank": "193",
          "uuid": "f5017666-16c7-5d04-b9bd-f7fe5e2b8708"
        }
      ]
    },
    {
      "id": 3,
      "name": "Comfort & Convenience",
      "cvna_features": [
        {
          "name": "Tilt Wheel",
          "tier": "basic",
          "description": "Tilt Wheel is a convenience feature that allows the steering wheel's angle to be adjusted, enhancing driver comfort and ensuring a better fit.",
          "rank": "163",
          "uuid": "31c1fa49-8635-5943-b57e-c7e667e181db"
        },
        {
          "name": "Cruise Control",
          "tier": "basic",
          "description": "Cruise Control is a driving aid that maintains your car's speed, providing a more relaxed long-distance driving experience.",
          "rank": "133",
          "uuid": "fb8962fa-ab9d-582a-9c85-fa761496670d"
        },
        {
          "name": "Keyless Entry",
          "tier": "notable",
          "description": "Keyless Entry allows you to unlock your vehicle without using a traditional key, often just by having the key fob in your possession.",
          "rank": "48",
          "uuid": "3d930c8b-a9eb-525d-8dcd-ff696fd2e68a"
        },
        {
          "name": "Power Windows",
          "tier": "basic",
          "description": "Power Windows are a convenience feature that allows the driver and passengers to raise and lower the windows with the push of a button.",
          "rank": "126",
          "uuid": "407ed4d0-c606-5251-b0e3-2354489a3ef3"
        },
        {
          "name": "Power Mirrors",
          "tier": "notable",
          "description": "Power Mirrors allow you to adjust the angle and orientation of the side mirrors electronically from inside the vehicle without manual adjustment.",
          "rank": "53",
          "uuid": "cfff2af7-ed85-5f59-8246-88bfc5a0d398"
        },
        {
          "name": "Compass",
          "tier": "basic",
          "description": "Compass is a feature that displays the vehicle's direction of travel, helping with navigation.",
          "rank": "134",
          "uuid": "30f2511f-e7f2-59e5-b55a-e1687813f809"
        },
        {
          "name": "Air Conditioning",
          "tier": "basic",
          "description": "Air Conditioning is a comfort feature that cools the vehicle's interior, improving passenger comfort during warmer weather.",
          "rank": "136",
          "uuid": "271e98a9-3b7a-5bd5-bfa9-c0047b5f235f"
        },
        {
          "name": "Power Locks",
          "tier": "basic",
          "description": "Power Locks are a convenience feature that allows you to lock and unlock all doors with the push of a button.",
          "rank": "125",
          "uuid": "6186515d-3998-59f2-b07a-4efc424ed936"
        },
        {
          "name": "12V Power Outlet",
          "tier": "basic",
          "description": "12V Power Outlet provides a convenient power source for charging devices or using other electronic accessories in your car.",
          "rank": "190",
          "uuid": "ec749a3b-740b-5b8b-9bd2-654e35c5fca1"
        }
      ]
    },
    {
      "id": 4,
      "name": "Entertainment & Technology",
      "cvna_features": [
        {
          "name": "Bluetooth Music",
          "tier": "standout",
          "description": "Bluetooth Music is a wireless connectivity feature that allows you to stream music from your mobile device directly to your vehicle's audio system, providing a convenient and cable-free music experience.",
          "rank": "31",
          "uuid": "2342aa20-6cb6-53c8-9764-61bcac17bdcc"
        },
        {
          "name": "Hands Free Calling",
          "tier": "standout",
          "description": "Hands Free Calling is a feature that allows you to make and receive phone calls through your vehicle's audio system without taking your hands off the wheel, ensuring safer driving.",
          "rank": "32",
          "uuid": "e1e5b788-f429-5a32-9f7e-63865921a5e5"
        },
        {
          "name": "USB Input",
          "tier": "notable",
          "description": "USB Input allows you to connect a USB device, such as a smartphone or flash drive, to the vehicle's audio or infotainment system, letting you play music, charge devices, or access other media.",
          "rank": "94",
          "uuid": "bf2f7049-cd29-5282-a613-06cca4ef34d0"
        },
        {
          "name": "Smartphone Interface",
          "tier": "basic",
          "description": "Smartphone Interface allows seamless integration of your smartphone with the vehicle's infotainment system, providing easy access to navigation, communication, and entertainment apps.",
          "rank": "145",
          "uuid": "f0c79aa1-3202-50aa-8c5a-4f67d64891d8"
        },
        {
          "name": "Steering Wheel Controls",
          "tier": "basic",
          "description": "Steering Wheel Controls allow you to control the vehicle's audio, cruise control, and other features without taking your hands off the wheel, enhancing safety.",
          "rank": "146",
          "uuid": "d819af64-8b6a-53a9-8fb6-6aa154e6f572"
        },
        {
          "name": "Voice Recognition System",
          "tier": "basic",
          "description": "Voice Recognition System allows hands-free control of various vehicle features through voice commands, enhancing safety and convenience.",
          "rank": "137",
          "uuid": "1ed0470d-5bb2-58b9-8539-2f9c0a60a345"
        }
      ]
    },
    {
      "id": 6,
      "name": "Lighting",
      "cvna_features": [
        {
          "name": "Daytime Running Lights",
          "tier": "notable",
          "description": "Daytime Running Lights automatically switch on when the vehicle is in motion, increasing its visibility to other road users and reducing the likelihood of daytime accidents.",
          "rank": "52",
          "uuid": "e2ca9033-3f0f-5b89-bd7d-96cf9e2530b0"
        },
        {
          "name": "Automatic Headlights",
          "tier": "basic",
          "description": "Automatic Headlights turn on and off based on the surrounding light conditions, enhancing visibility and safety.",
          "rank": "123",
          "uuid": "22a299e0-1845-536f-8d8a-59034e52e600"
        }
      ]
    },
    {
      "id": 7,
      "name": "Performance & Drive",
      "cvna_features": [
        {
          "name": "Manual Mode",
          "tier": "basic",
          "description": "Manual Mode gives the driver the option to manually shift gears in an automatic transmission, offering more control over the vehicle's performance.",
          "rank": "168",
          "uuid": "1835b973-244f-5072-a03f-21f9fe41d2c9"
        }
      ]
    },
    {
      "id": 8,
      "name": "Roof & Glass",
      "cvna_features": [
        {
          "name": "Rear Window Defroster",
          "tier": "basic",
          "description": "Rear Window Defroster uses heating elements to clear frost, ice, or fog from the rear window, improving visibility.",
          "rank": "172",
          "uuid": "01b0ece8-f331-5512-a75c-a2633b506585"
        }
      ]
    },
    {
      "id": 9,
      "name": "Safety & Security",
      "cvna_features": [
        {
          "name": "Rear View Camera",
          "tier": "standout",
          "description": "Rear View Camera is a safety feature that provides a video feed of the area behind the vehicle when reversing, displayed on the vehicle's infotainment screen, enhancing visibility and safety.",
          "rank": "13",
          "uuid": "afca48e9-59ea-5a28-b8a4-88e0cc6eda1c"
        },
        {
          "name": "Child Seat Anchors",
          "tier": "basic",
          "description": "Child Seat Anchors provide secure points to attach a child safety seat, enhancing the safety of young passengers.",
          "rank": "178",
          "uuid": "2eda13b2-8ccd-5ab7-a305-3813c83432e2"
        },
        {
          "name": "Driver Airbag",
          "tier": "basic",
          "description": "A Driver Airbag inflates in the event of a collision, providing a cushion to protect the driver from impact.",
          "rank": "175",
          "uuid": "17594aa6-64d5-5b6e-b6b3-ff4e1e3e71bf"
        },
        {
          "name": "Driver Knee Airbag",
          "tier": "basic",
          "description": "Driver Knee Airbag provides additional protection for the driver's lower body in the event of a collision.",
          "rank": "186",
          "uuid": "cf3452c6-b790-5d40-92a9-86ddde6d8e7f"
        },
        {
          "name": "Front Head Curtain Airbag",
          "tier": "basic",
          "description": "Front Head Curtain Airbag provides head protection for front seat occupants in the event of a side impact or rollover.",
          "rank": "180",
          "uuid": "b44fc0e3-7d56-5f5c-ac41-956867061d0d"
        },
        {
          "name": "Front Knee Airbag",
          "tier": "basic",
          "description": "Front Knee Airbag provides additional protection for the front passenger's lower body in the event of a collision.",
          "rank": "187",
          "uuid": "1647f3ad-c8d9-51c2-b363-c31e880320fd"
        },
        {
          "name": "Front Side Airbag",
          "tier": "basic",
          "description": "Front Side Airbag provides additional protection for the chest and abdomen of front seat occupants in the event of a side impact.",
          "rank": "181",
          "uuid": "c46afaae-6aad-588f-8a5e-f15f6ebfd45b"
        },
        {
          "name": "Teen Driver Tech",
          "tier": "notable",
          "description": "Teen Driver Tech is a suite of features designed to promote safe driving habits for new drivers, such as speed limiters, seat belt reminders, and report cards that inform parents of their teen's driving habits.",
          "rank": "113",
          "uuid": "ca01b83d-37a3-5903-b8b5-e619bfb5bc55"
        },
        {
          "name": "Passenger Airbag",
          "tier": "basic",
          "description": "A Passenger Airbag inflates in the event of a collision, providing a cushion to protect the passenger from impact.",
          "rank": "176",
          "uuid": "aca52640-2607-5fad-a9ff-fb5312de53af"
        },
        {
          "name": "Rear Head Curtain Airbag",
          "tier": "basic",
          "description": "Rear Head Curtain Airbag provides head protection for rear seat occupants in the event of a side impact or rollover.",
          "rank": "182",
          "uuid": "7afb5aa3-54df-586b-a82e-5d375db7b406"
        },
        {
          "name": "Rear Side Airbag",
          "tier": "basic",
          "description": "Rear Side Airbag provides additional protection for the chest and abdomen of rear seat occupants in the event of a side impact.",
          "rank": "183",
          "uuid": "f1215345-ed6b-5be1-a4a4-0db084c6cf55"
        },
        {
          "name": "Alarm System",
          "tier": "basic",
          "description": "An Alarm System deters theft by sounding an alarm if unauthorized entry is attempted.",
          "rank": "174",
          "uuid": "4805bf62-8ba1-51dd-bcac-8d03077bfac5"
        }
      ]
    },
    {
      "id": 10,
      "name": "Seating & Interior",
      "cvna_features": [
        {
          "name": "Fold Down Rear Seats",
          "tier": "basic",
          "description": "Fold Down Rear Seats are a versatile feature that allows the rear seats to be folded down, creating more cargo space when needed.",
          "rank": "122",
          "uuid": "e21fe6d4-626c-53b3-a4a2-3d983b837714"
        },
        {
          "name": "Cloth Seats",
          "tier": "basic",
          "description": "Cloth Seats are durable and comfortable, providing a casual and cozy seating surface.",
          "rank": "164",
          "uuid": "818fc0cd-726b-50de-a155-7668142a4691"
        },
        {
          "name": "Leather-Wrapped Steering Wheel",
          "tier": "notable",
          "description": "Leather-Wrapped Steering Wheel provides a luxurious feel and better grip for improved driving comfort.",
          "rank": "85",
          "uuid": "89f80e02-1c58-5567-b4f6-42edbe185319"
        }
      ]
    },
    {
      "id": 11,
      "name": "Wheels & Tires",
      "cvna_features": [
        {
          "name": "Alloy Wheels",
          "tier": "standout",
          "description": "Lightweight alloy wheels improve your car's performance and fuel efficiency, while also enhancing its aesthetics.",
          "rank": "35",
          "uuid": "163990cd-9f59-57e1-acf2-23648195c146"
        },
        {
          "name": "Limited Use Spare",
          "tier": "basic",
          "description": "A Limited Use Spare, also known as a 'donut', is a compact, lightweight spare tire designed for temporary use until the regular tire can be repaired or replaced.",
          "rank": "166",
          "uuid": "2646a198-b51a-5f11-8dff-19bef528655d"
        },
        {
          "name": "Tire Pressure Monitor",
          "tier": "basic",
          "description": "Tire Pressure Monitor is a safety feature that alerts the driver when one or more tires are underinflated, helping to prevent tire-related accidents and improving fuel efficiency.",
          "rank": "167",
          "uuid": "7c2b9fda-1449-536d-aa63-f6ea01836442"
        }
      ]
    }
  ],
  "doors": 4,
  "drivetrain_description": "FWD",
  "engine_description": "3-Cyl, EcoBoost, Turbo, 1.0 Liter",
  "exterior_color": "Blue",
  "fair_market_value": 15015,
  "front_head_room": 39.6,
  "front_leg_room": 42.9,
  "fuel_capacity": 13.6,
  "fuel_description": "Gas",
  "fulfillment_type": "Core",
  "highlights": [
    {
      "is_result_tile_displayable": false,
      "is_vdp_displayable": true,
      "sort_order": 10,
      "tag_category_id": 1,
      "tag_description": "This vehicle has no reported accidents, fire, flood, or frame damage according to CARFAX™ and AutoCheck®.",
      "tag_id": 21,
      "tag_key": "AccidentFree",
      "tag_name": "No Reported Accidents"
    },
    {
      "is_result_tile_displayable": true,
      "is_vdp_displayable": true,
      "sort_order": 50,
      "tag_category_id": 1,
      "tag_description": "New Price",
      "tag_id": 103,
      "tag_key": "RecentPriceDrop",
      "tag_name": "New Price"
    },
    {
      "is_result_tile_displayable": false,
      "is_vdp_displayable": true,
      "sort_order": 50,
      "tag_category_id": 1,
      "tag_description": "Mileage is under 9,000 miles per year",
      "tag_id": 120,
      "tag_key": "LowMilesPerYear",
      "tag_name": "Low Miles Per Year"
    }
  ],
  "horse_power": 123,
  "incentivized_price": 17990,
  "in_service_date": "2022-02-19T05:00:00.000Z",
  "in_service_miles": 16,
  "interior_color": "Gray",
  "inventory_type": "Core",
  "is_autocheck_report_accident_vehicle": false,
  "kbb_value": 15015,
  "kbb_vehicle_id": 451652,
  "location": {
    "address_line1": "63 Western Ave",
    "city": "Framingham",
    "location_id": 418,
    "state_abbreviation": "MA",
    "zip5": "01702"
  },
  "make": "Ford",
  "manufacturer_basic_warranty_miles": 36000,
  "manufacturer_basic_warranty_months": 36,
  "manufacturer_drive_train_warranty_miles": 60000,
  "manufacturer_drive_train_warranty_months": 60,
  "market_adjustment": -3250,
  "market_value_loaded_date_time": "2025-08-30T10:14:44.000Z",
  "mileage": 11850,
  "model": "EcoSport",
  "model_id": 790,
  "mpg_city": 27,
  "mpg_combined": 28,
  "mpg_highway": 29,
  "msrp": 21240,
  "number_of_keys": 1,
  "offering": "Used",
  "overall_height": 64.8,
  "overall_length": 161.3,
  "overall_width": 69.5,
  "parent_model": "EcoSport",
  "previous_price": 18590,
  "price": 17990,
  "price_update_date": "2025-09-01T16:40:35.563Z",
  "prior_use_types": [
    "Fleet"
  ],
  "purchase_type": "Purchasable",
  "rear_head_room": 37.5,
  "rear_leg_room": 36.7,
  "remaining_warranty_miles": 23900,
  "remaining_warranty_months": 0,
  "remaining_drive_train_warranty_miles": 47900,
  "remaining_drive_train_warranty_months": 17,
  "sale_status": "Available",
  "seating": 5,
  "stock_image_data": {
    "jelly_bean_desktop_url": "https://vexstockimages.fastly.carvana.io/stockimages/2021_FORD_ECOSPORT_S%20SPORT%20UTILITY%204D_BLUE_stock_desktop_1920x1080.png?v=1645599431.831",
    "jelly_bean_mobile_url": "https://vexstockimages.fastly.carvana.io/stockimages/2021_FORD_ECOSPORT_S%20SPORT%20UTILITY%204D_BLUE_stock_mobile_640x640.png?v=1645599431.831"
  },
  "stock_number": 2003983410,
  "stores": [
    "CoreOD"
  ],
  "tow_capacity": 1400,
  "transmission": "Automatic, 6-Spd w/SelectShift",
  "trim": "S Sport Utility 4D",
  "trunk_capacity": 50,
  "vehicle_id": 3824926,
  "vex_vdp_image_data": {
    "capture_info": {
      "inventory_type": "coreOutdoor",
      "last_modified": "2025-08-14T22:17:21.000Z",
      "vortal_published": true
    },
    "categories": [
      {
        "features": [
          {
            "info_graphic_url": "https://cvnavexgateway.blob.core.windows.net/generic-features/infographic-photo/61315.jpg?v=1712675195.263",
            "uuid": "2342aa20-6cb6-53c8-9764-61bcac17bdcc"
          },
          {
            "info_graphic_url": "https://cvnavexgateway.blob.core.windows.net/generic-features/infographic-photo/1550.jpg?v=1712675432.85",
            "uuid": "e1e5b788-f429-5a32-9f7e-63865921a5e5"
          }
        ]
      },
      {
        "features": [
          {
            "info_graphic_url": "https://cvnavexgateway.blob.core.windows.net/generic-features/infographic-photo/1349.jpg?v=1712603820.51",
            "uuid": "afca48e9-59ea-5a28-b8a4-88e0cc6eda1c"
          }
        ]
      },
      {
        "features": [
          {
            "info_graphic_url": "https://cvnavexgateway.blob.core.windows.net/generic-features/infographic-photo/970.jpg?v=1712676485.7",
            "uuid": "163990cd-9f59-57e1-acf2-23648195c146"
          }
        ]
      }
    ],
    "features": [
      {
        "id": 156654181,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654181.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Engine"
      },
      {
        "description": "Easily customize your seating position for optimal comfort.",
        "id": 156654192,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654192.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Seat Controls"
      },
      {
        "id": 156654193,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654193.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Driver's Side Dash Controls"
      },
      {
        "id": 156654182,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654182.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Passenger Seat"
      },
      {
        "id": 156654183,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654183.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Backseat"
      },
      {
        "id": 156654185,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654185.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Entire Dash"
      },
      {
        "id": 156654186,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654186.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Center Console"
      },
      {
        "id": 156654187,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654187.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Steering Wheel Controls"
      },
      {
        "description": "This vehicle comes with 1 key(s)",
        "id": 156654194,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654194.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Keys"
      },
      {
        "id": 156654190,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654190.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Driver's Door Panel"
      },
      {
        "id": 156654196,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654196.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Infotainment System"
      },
      {
        "description": "Rear View Camera is a safety feature that provides a video feed of the area behind the vehicle when reversing, displayed on the vehicle's infotainment screen, enhancing visibility and safety.",
        "id": 156654198,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654198.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Rear View Camera"
      },
      {
        "id": 156654199,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654199.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Storage Console"
      },
      {
        "description": "Hands Free Calling is a feature that allows you to make and receive phone calls through your vehicle's audio system without taking your hands off the wheel, ensuring safer driving.",
        "id": 156779316,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156779316.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Hands Free Calling"
      },
      {
        "id": 156654188,
        "image_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/feature-156654188.jpg?v=1755209841.393",
        "location": "interior",
        "title": "Trunk"
      }
    ],
    "gif": "https://vexgateway.fastly.carvana.io/executions/227003848/SPIN_VIDEO_BLURRED/output.gif?v=1755209841.319",
    "heroes": {
      "hero": "https://vexgateway.fastly.carvana.io/executions/227003848/SPIN_VIDEO_BLURRED/hero_1920x1080.jpg?v=1755209841.319",
      "vdp_helios_hero_desktop_u_r_l": "https://vexgateway.fastly.carvana.io/2003983410/vdpHeliosDesktop.jpg?v=1755209842.693",
      "vdp_helios_hero_mobile_u_r_l": "https://vexgateway.fastly.carvana.io/2003983410/vdpHeliosMobile16by9.jpg?v=1755209842.693",
      "vdp_helios_hero_tablet_u_r_l": "https://vexgateway.fastly.carvana.io/2003983410/vdpHeliosTablet.jpg?v=1755209842.693"
    },
    "interior": "https://vexgateway.fastly.carvana.io/executions/227003851/INTERIOR_TILING/original.jpg?v=1755209841.319",
    "imperfections": [
      {
        "compressed_video": "https://vexgateway.fastly.carvana.io/executions/227093215/DETAIL_VIDEO/compressed_video.mp4?v=1755209841.393",
        "description": "Scratches in the clear coat that are clearly visible with virtually no depth. A fingernail won't catch on the scratch.",
        "id": 13685528,
        "image_url": "https://vexgateway.fastly.carvana.io/executions/227093215/DETAIL_VIDEO/thumbnail.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Light Scratch",
        "video_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/imperfection-13685528.mp4?v=1755209841.393",
        "zone_description": "Rear Driver Fender"
      },
      {
        "compressed_video": "https://vexgateway.fastly.carvana.io/executions/227093218/DETAIL_VIDEO/compressed_video.mp4?v=1755209841.393",
        "description": "Scratches in the clear coat that are clearly visible with virtually no depth. A fingernail won't catch on the scratch.",
        "id": 13685532,
        "image_url": "https://vexgateway.fastly.carvana.io/executions/227093218/DETAIL_VIDEO/thumbnail.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Light Scratch",
        "video_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/imperfection-13685532.mp4?v=1755209841.393",
        "zone_description": "Rear Bumper"
      },
      {
        "compressed_video": "https://vexgateway.fastly.carvana.io/executions/227093220/DETAIL_VIDEO/compressed_video.mp4?v=1755209841.393",
        "description": "Past repair work is visible.",
        "id": 13685541,
        "image_url": "https://vexgateway.fastly.carvana.io/executions/227093220/DETAIL_VIDEO/thumbnail.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Visible Repair",
        "video_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/imperfection-13685541.mp4?v=1755209841.393",
        "zone_description": "Front Driver Fender"
      },
      {
        "compressed_video": "https://vexgateway.fastly.carvana.io/executions/227093223/DETAIL_VIDEO/compressed_video.mp4?v=1755209841.393",
        "description": "Small area of paint damage.",
        "id": 13685564,
        "image_url": "https://vexgateway.fastly.carvana.io/executions/227093223/DETAIL_VIDEO/thumbnail.jpg?v=1755209841.393",
        "location": "exterior",
        "title": "Chip",
        "video_url": "https://vexgateway.fastly.carvana.io/vex-5088611/details/imperfection-13685564.mp4?v=1755209841.393",
        "zone_description": "Front Driver Door"
      }
    ],
    "spins": [
      {
        "camera_height": 5,
        "images": [
          {
            "position_id": 0,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_000.jpg?v=1755209842.636"
          },
          {
            "position_id": 1,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_004.jpg?v=1755209842.636"
          },
          {
            "position_id": 2,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_008.jpg?v=1755209842.636"
          },
          {
            "position_id": 3,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_012.jpg?v=1755209842.636"
          },
          {
            "position_id": 4,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_016.jpg?v=1755209842.636"
          },
          {
            "position_id": 5,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_020.jpg?v=1755209842.636"
          },
          {
            "position_id": 6,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_024.jpg?v=1755209842.636"
          },
          {
            "position_id": 7,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_028.jpg?v=1755209842.636"
          },
          {
            "position_id": 8,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_032.jpg?v=1755209842.636"
          },
          {
            "position_id": 9,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_036.jpg?v=1755209842.636"
          },
          {
            "position_id": 10,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_040.jpg?v=1755209842.636"
          },
          {
            "position_id": 11,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_044.jpg?v=1755209842.636"
          },
          {
            "position_id": 12,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_048.jpg?v=1755209842.636"
          },
          {
            "position_id": 13,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_052.jpg?v=1755209842.636"
          },
          {
            "position_id": 14,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_056.jpg?v=1755209842.636"
          },
          {
            "position_id": 15,
            "image_url": "https://vexgateway.fastly.carvana.io/executions/227003848/THE_3D_STABILIZER/image_stabilized_060.jpg?v=1755209842.636"
          }
        ],
        "style": "edc"
      }
    ]
  },
  "vin": "MAJ3S2FE1MC449641",
  "wheelbase": 99.2,
  "year": 2021,
  "non_incentivized_price": 17990
}, // ... Many other vehicle details
]

The scraper delivers comprehensive vehicle data in a structured format with over 60 detailed fields:

Core Vehicle Information:

• Make/Model/Year: Primary vehicle identification (e.g., "Toyota", "Camry", "2022")
• VIN: Unique vehicle identification number for tracking and verification
• Stock Number: Carvana's internal inventory identifier
• Vehicle ID/Model ID: Database identifiers for cross-referencing

Specifications and Features:

• Body Type: Vehicle category (Sedan, SUV, Coupe, etc.)
• Drivetrain Description: AWD, FWD, RWD configuration details
• Engine Description: Engine specifications and performance details
• Transmission: Transmission type and specifications
• Horse Power: Engine power output for performance comparison

Physical Dimensions:

• Overall Length/Width/Height: Exterior dimensions for parking and transport planning
• Wheelbase: Distance between front and rear axles
• Curb Weight: Vehicle weight without passengers or cargo
• Front/Rear Head/Leg Room: Interior space measurements for comfort assessment
• Trunk Capacity: Cargo space volume
• Tow Capacity: Maximum towing capability

Performance and Efficiency:

• MPG City/Highway/Combined: Fuel efficiency ratings for operating cost analysis
• Fuel Capacity: Tank size for range calculations
• Fuel Description: Fuel type requirements (Regular, Premium, Diesel)

Pricing and Market Data:

• Price/Previous Price: Current and historical pricing information
• Incentivized/Non-Incentivized Price: Pricing with and without promotions
• Market Adjustment: Premium or discount versus market value
• Fair Market Value/KBB Value: Third-party valuation references
• MSRP: Manufacturer's suggested retail price for comparison

Warranty and Service Information:

• Manufacturer Basic Warranty Miles/Months: Original warranty coverage
• Drive Train Warranty Miles/Months: Powertrain warranty details
• Remaining Warranty Miles/Months: Current warranty status
• In Service Date/Miles: Original service date and mileage

Market and Inventory Data:

• Location: Vehicle's current geographic location
• Sale Status: Current availability status
• Inventory Type: Classification within Carvana's inventory system
• Purchase Type: Acquisition method (trade-in, auction, etc.)
• Prior Use Types: Previous usage history (personal, fleet, rental)

Each field serves specific analytical purposes: pricing fields enable competitive analysis, specifications support inventory matching, warranty data informs risk assessment, and market values provide benchmarking references.

Usage Guide

Step-by-Step Implementation

1. Target Vehicle Selection: Use Carvana's search filters to identify target vehicles, then collect individual vehicle page URLs. Focus on specific makes, models, or market segments relevant to your analysis.

2. Proxy Configuration: Configure residential proxies to ensure reliable access. US-based proxies typically provide optimal performance for Carvana's platform.

3. Batch Processing Setup: Organize vehicle URLs into manageable batches (100-200 URLs) to maintain efficiency while respecting server resources.

4. Data Validation: Implement validation checks for critical fields like VIN numbers, pricing data, and warranty information to ensure data quality.

5. Regular Monitoring: Monitor extraction success rates and adjust retry parameters based on network conditions and platform changes.

Best Practices

• Respect Rate Limits: Space requests appropriately to maintain consistent access without overwhelming Carvana's servers
• Geographic Considerations: Use proxies that match your target market geography for accurate regional pricing
• Data Freshness: Given Carvana's dynamic inventory with features like seven-day return policy, schedule regular extractions to capture pricing changes and inventory updates
• Error Handling: Implement robust error handling for vehicles that may become unavailable during extraction

Common Issues and Solutions

• Dynamic Pricing: Prices may change during extraction; timestamp all data for accurate tracking
• Inventory Turnover: High-demand vehicles may sell quickly; prioritize time-sensitive extractions
• Regional Variations: Vehicle availability and pricing vary by location; specify target markets clearly
• Warranty Calculations: Some warranty fields may require calculation based on current date and in-service information

Benefits and Applications

Time and Efficiency Savings

Manual collection of comprehensive vehicle data from Carvana can take days or weeks for large-scale analysis. This scraper reduces that time to hours, enabling rapid market analysis for time-sensitive business decisions like inventory planning and competitive positioning.

Real-World Applications

Competitive Intelligence: Auto dealers can monitor competitor pricing strategies, inventory levels, and market positioning across different vehicle segments and geographic regions.

Market Research: Analysts can track pricing trends, demand patterns, and inventory turnover rates to identify market opportunities and forecast automotive market conditions.

Inventory Management: Fleet managers and dealers can benchmark their inventory against Carvana's extensive database to optimize pricing strategies and identify acquisition opportunities.

Investment Analysis: Financial analysts can assess Carvana's business performance through inventory analysis, pricing trends, and market penetration data.

Business Value

With Carvana's unique business model focused on transparency, convenience, and customer experience having garnered significant market share, access to their comprehensive vehicle data provides crucial insights into automotive market dynamics. This intelligence enables data-driven decision making for inventory optimization, pricing strategies, and market positioning.

Conclusion

The Carvana.com Vehicle Details Scraper transforms complex manual data collection into an efficient, automated intelligence gathering process. By leveraging Carvana's inventory of over 25,000 vehicles and comprehensive vehicle specifications, this tool empowers automotive professionals to make informed decisions based on real-time market data.

Whether you're analyzing competitive positioning, tracking market trends, or optimizing inventory strategies, this scraper provides the foundation for data-driven success in the dynamic automotive marketplace.

Related Actors

• Carvana.com Vehicle Search Scraper: A specialized data extraction solution engineered to harvest comprehensive vehicle information from Carvana.com's marketplace.

Your feedback

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