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Vehicle Data Extraction

API Available

Extract web based vehicle data; including valuation, VIN number, location, and more

Need machine readable vehicle data at scale?

Get clean and structured vehicle data such as production year, brand, VIN number, mileage, transmission, tax band and more without the technical hassle. You tell us where it is online and our team of experts get you the data, exactly how you want it.

With our insight ready vehicle data schemas, you can get access to structured data from one or multiple web-based data sources, so you maintain a healthy and reliable database.

Zyte Data Extraction supports a comprehensive list of metadata types and we have a QA process perfected for 10+ years to deliver high-quality vehicle web data. 

Data specification

  • VIN number
  • Price
  • Location
  • Brand
  • Model
  • Mileage
  • Vehicle features
  • No. of doors
  • Body type
  • No. of seats
  • Production year
  • Vehicle color
  • Engine type
  • Transmission
  • Fuel consumption
  • Vehicle images

Output example

    "vehicle": {
      "name": "Vehicle name",
      "offers": [
          "price": "42000",
          "currency": "USD",
          "availability": "InStock",
          "regularPrice": "48000"
      "sku": "Vehicle sku",
      "mpn": "Vehicle model",
      "vehicleIdentificationNumber": "4T1BE32K25U056382",
      "mileageFromOdometer": {
        "value": 25000,
        "unitCode": "KMT"
      "vehicleTransmission": "manual",
      "fuelType": "Petrol",
      "vehicleEngine": {
        "raw": "4.4L "
      "availableAtOrFrom": {
        "raw": "New york"
      "color": "black",
      "vehicleInteriorColor": "Silver",
      "numberOfDoors": 5,
      "vehicleSeatingCapacity": 6,
      "fuelEfficiency": [
          "raw": "45 mpg (city)"
      "brand": "vehicle brand",
      "breadcrumbs": [
          "name": "Level 1",
          "link": "http://example.com"
      "mainImage": "http://example.com/image.png",
      "images": [
      "description": "vehicle description",
      "aggregateRating": {
        "ratingValue": 4.5,
        "bestRating": 5.0,
        "reviewCount": 31
      "additionalProperty": [
          "name": "property 1",
          "value": "value of property 1"
      "probability": 0.95,
      "url": "https://example.com/vehicle"
    "webPage": {
      "inLanguages": [
        {"code": "en"},
        {"code": "es"}
    "query": {
      "id": "1564747029122-9e02a1868d70b7a2",
      "domain": "example.com",
      "userQuery": {
        "pageType": "vehicle",
        "url": "https://example.com/vehicle"
    "algorithmVersion": "20.8.1"

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