Pricing

from $2.00 / 1,000 results

Webuycars Cars Search Scraper

Scrape WeBuyCars.co.za search results and collect 90+ data fields per vehicle — specs, pricing, condition, images, roadworthy status, and more. Perfect for dealers, analysts, and automotive platforms needing structured used-car data from South Africa's largest pre-owned marketplace.

Pricing

from $2.00 / 1,000 results

Rating

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Developer

Stealth mode

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Monthly active users

7 days ago

Last modified

WeBuyCars.co.za Scraper: Extract Used Car Listings at Scale

Excerpt: Scrape WeBuyCars.co.za search results and collect 90+ data fields per vehicle — specs, pricing, condition, images, roadworthy status, and more. Perfect for dealers, analysts, and automotive platforms needing structured used-car data from South Africa's largest pre-owned marketplace.

What Is WeBuyCars.co.za?

WeBuyCars.co.za is one of South Africa's largest used vehicle marketplaces, offering thousands of pre-owned cars, SUVs, and commercial vehicles across multiple branches nationwide. The platform provides rich listing data including technical specifications, pricing grades, inspection results, and finance options — making it a valuable source for automotive market intelligence.

Manually collecting this data across hundreds of paginated search pages is impractical. The WeBuyCars.co.za Cars Search Scraper automates extraction, turning search result pages into clean, structured datasets ready for analysis or integration.

Overview

This scraper targets WeBuyCars search and listing pages, collecting up to 90+ fields per vehicle record. It is suited for:

Car dealers monitoring competitor pricing and stock
Automotive analysts tracking market trends in South Africa
Finance companies assessing vehicle valuation data at scale
Aggregator platforms building or enriching used-car databases
Researchers studying the pre-owned vehicle market by province, make, or body type

The scraper supports pagination via URL parameters, bulk URL input, and configurable item limits — enabling both targeted and large-scale collection runs.

Input Format

{
  "urls": ["https://www.webuycars.co.za/buy-a-car?page=2"],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}

Field	Type	Description
`urls`	`array`	One or more WeBuyCars search/listing page URLs. Supports pagination via `?page=N`. Add URLs one by one or use bulk edit.
`ignore_url_failures`	`boolean`	If `true`, the scraper continues if a URL fails instead of halting the entire run. Recommended for bulk jobs. Default: `true`.
`max_items_per_url`	`integer`	Maximum number of vehicle records to collect per URL. Default: `20`. Increase for deeper pagination coverage.

Tips:

To scrape multiple pages, add each paginated URL separately: ?page=1, ?page=2, etc.
Filter by make, province, or body type using WeBuyCars search filters before copying the URL.
Keep ignore_url_failures: true for large batches to avoid interruptions from occasional failed pages.

Output Format

Sample output

{
  "data_timestamp": "2026-05-15T13:00:00.58+00:00",
  "category": "Vehicle",
  "subcategory": "SUV",
  "filter_category": "Vehicle",
  "colour": "Silver",
  "condition": "Shows signs of excessive wear and tear",
  "dealer_key": "JHB South (GP)",
  "branch_code": "JBS",
  "province": "Gauteng",
  "description": "2019 Mahindra KUV 100 1.2td K6+ NXT",
  "make": "Mahindra",
  "model": "KUV 100",
  "mileage": 69194,
  "online_description": "2019 Mahindra KUV 100 1.2td K6+ NXT",
  "variant": "1.2td K6+ NXT",
  "price": 115900,
  "stock_number": "A53810207",
  "internal_stock_number": "26.04.10207",
  "buy_lead_code": "LZD200587",
  "year": 2019,
  "vehicle_barcode": "20459707",
  "axle_configuration": "4X2",
  "body_type": "Sports Utility Vehicle (SUV)",
  "no_of_doors": "5",
  "drive": "F",
  "seats": "5",
  "use": "GEN",
  "wheelbase": "2385",
  "gearbox": "Manual",
  "no_gears": "5",
  "cooling": "W",
  "cubic_capacity": "1198",
  "cyl_configuration": "I",
  "engine_cycle": "4",
  "fuel_tank_size": "35",
  "fuel_type": "Diesel",
  "fuel_consumption": 5.9,
  "fuel_highway": 4,
  "fuel_urban": 5,
  "boot_capacity": 243,
  "disk_drive_unique_reference": "MAHMK1005201803",
  "kilowatts": "57",
  "no_cylinders": "3",
  "turbo_or_super_charged": "T",
  "gvm": null,
  "tare": "1155",
  "front_no_tyres": "2",
  "front_tyre_size": "185/65 R14",
  "rear_no_tyres": "2",
  "rear_tyre_size": "185/65 R14",
  "co2": null,
  "length": "3675",
  "height": "1635",
  "width": "1715",
  "active_warranty": false,
  "active_maintenance": false,
  "mm_code_frequency": "High",
  "mm_code_frequency_weight": 2,
  "opening_bid": 0,
  "buy_now_price": 115900,
  "service_history": "Partial",
  "last_service_date": "2026-04-14T00:00:00+00:00",
  "last_service_km": null,
  "license_disk": "",
  "has_spare_key": true,
  "stock_status": "Stock",
  "status": "For Sale",
  "finance_grade": "A",
  "pricing_grade": "Grade2 Shows signs of excessive wear and tear",
  "last_price_update_date": "2026-05-13T15:10:35.227",
  "vin": null,
  "vehicle_status": "Used",
  "assigned_parking_bay": "",
  "monthly_instalment": 2439,
  "vehicle_type": "A",
  "has_any_roadworthy_relevant_issues": false,
  "roadworthy_relevant_issues": 0,
  "has_roadworthy_voucher": false,
  "has_roadworthy_completed": false,
  "images": {
    "internal": "https://photos.webuycars.co.za/photobooth/A53810207/Int360/A53810207360.jpg",
    "external": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736000.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736001.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736002.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736003.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736004.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736005.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736006.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736007.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736008.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736009.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736010.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736011.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736012.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736013.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736014.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736015.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736016.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736017.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736018.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736019.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736020.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736021.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736022.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736023.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736024.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736025.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736026.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736027.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736028.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736029.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736030.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736031.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736032.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736033.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736034.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736035.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736036.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736037.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736038.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736039.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736040.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736041.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736042.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736043.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736044.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736045.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736046.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736047.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736048.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736049.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736050.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736051.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736052.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736053.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736054.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736055.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736056.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736057.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736058.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Ext360/A5381020736059.webp"
    ],
    "other": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102070.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020711.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020712.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020713.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020714.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020715.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020716.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020717.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020718.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020720.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020721.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A5381020726.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102075.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102076.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102077.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102078.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Images/A538102079.webp"
    ],
    "thumbnail": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102070.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020711.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020712.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020713.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020714.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020715.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020716.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020717.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020718.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020720.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020721.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A5381020726.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102075.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102076.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102077.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102078.webp",
      "https://photos.webuycars.co.za/photobooth/A53810207/Thumbnails/A538102079.webp"
    ],
    "social": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Social/A53810207020260515125839291.jpg"
    ],
    "feed": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102070.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020711.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020712.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020713.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020714.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020715.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020716.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020717.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020718.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020720.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020721.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A5381020726.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102075.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102076.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102077.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102078.jpeg",
      "https://photos.webuycars.co.za/photobooth/A53810207/Feed/A538102079.jpeg"
    ],
    "shop": [
      "https://photos.webuycars.co.za/photobooth/A53810207/Shop/A53810207020260515125839719.jpg"
    ]
  },
  "image_paths": [],
  "video_review_url": "https://vimeo.com/1192500064",
  "eval_service_history": null,
  "eval_maintenance_active": null,
  "eval_warranty_active": null,
  "eval_has_car_play_android_auto": null,
  "eval_has_reverse_camera": null,
  "eval_has_auto_stop_start": null,
  "default_sort_order": 19,
  "stock_tag": "Average",
  "stock_flag": "AAARecon",
  "display_rules": [
    {
      "applied_to": "UserAnonymous",
      "rule_name": "HasRoadworthyVoucher",
      "value": "False"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "HasInspectionReport",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "InspectionCondition",
      "value": "Ready"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "IsOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "FinanceType",
      "value": "Other"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanBuyNow",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanBuyNowOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanGetFinance",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanTradeIn",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanRegisterToBid",
      "value": "False"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanSeeFromPrice",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanFinanceAuction",
      "value": "False"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanDisplayPrice",
      "value": "True"
    },
    {
      "applied_to": "UserAnonymous",
      "rule_name": "CanDisplayVideo",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "HasRoadworthyVoucher",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "HasInspectionReport",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "InspectionCondition",
      "value": "Ready"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "IsOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "FinanceType",
      "value": "Other"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanBuyNow",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanBuyNowOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanGetFinance",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanTradeIn",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanRegisterToBid",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanSeeFromPrice",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanFinanceAuction",
      "value": "False"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanDisplayPrice",
      "value": "True"
    },
    {
      "applied_to": "UserPrivate",
      "rule_name": "CanDisplayVideo",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "HasRoadworthyVoucher",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "HasInspectionReport",
      "value": "True"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "InspectionCondition",
      "value": "Ready"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "IsOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "FinanceType",
      "value": "Other"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanBuyNow",
      "value": "True"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanBuyNowOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanGetFinance",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanTradeIn",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanRegisterToBid",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanSeeFromPrice",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanFinanceAuction",
      "value": "False"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanDisplayPrice",
      "value": "True"
    },
    {
      "applied_to": "UserDealership",
      "rule_name": "CanDisplayVideo",
      "value": "True"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "HasRoadworthyVoucher",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "HasInspectionReport",
      "value": "True"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "InspectionCondition",
      "value": "Ready"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "IsOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "FinanceType",
      "value": "Other"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanBuyNow",
      "value": "True"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanBuyNowOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanGetFinance",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanTradeIn",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanRegisterToBid",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanSeeFromPrice",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanFinanceAuction",
      "value": "False"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanDisplayPrice",
      "value": "True"
    },
    {
      "applied_to": "UserWholesaler",
      "rule_name": "CanDisplayVideo",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "HasRoadworthyVoucher",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "HasInspectionReport",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "InspectionCondition",
      "value": "Ready"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "IsOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "FinanceType",
      "value": "Other"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanBuyNow",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanBuyNowOnAuction",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanGetFinance",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanTradeIn",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanRegisterToBid",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanSeeFromPrice",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanFinanceAuction",
      "value": "False"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanDisplayPrice",
      "value": "True"
    },
    {
      "applied_to": "UserCompany",
      "rule_name": "CanDisplayVideo",
      "value": "False"
    }
  ],
  "inspection_condition": "Ready",
  "inspection_details": [
    {
      "description": "",
      "comments": "",
      "repair_way": "",
      "has_inspection": false
    }
  ],
  "sync_hash": "9ae5c5aa7bb6950e8949209795dd185e35cc6fc5de2c9575f6297966e6e6a8e2"
}

Each vehicle record contains 90+ fields grouped below by category:

Listing & Identification

Field	Meaning
`Data Timestamp`	When the record was scraped
`Stock Number`	Public stock reference number
`Internal Stock Number`	Internal warehouse/branch stock ID
`Vehicle Barcode`	Physical barcode assigned to the vehicle
`VIN`	Vehicle Identification Number
`Buy Lead Code`	Internal lead tracking code
`Disk Drive Unique Reference`	Unique digital reference for the listing
`Sync Hash`	Hash used for data synchronisation and deduplication

Vehicle Identity

Field	Meaning
`Make`	Manufacturer (e.g., Toyota, BMW)
`Model`	Model name (e.g., Hilux, 3 Series)
`Variant`	Specific trim/variant (e.g., 2.0 TDI Comfortline)
`Year`	Manufacturing year
`Description`	Full listing title as displayed
`Online Description`	Marketing description shown on the listing page
`Colour`	Exterior colour
`Condition`	Vehicle condition classification
`Body Type`	e.g., Sedan, SUV, Bakkie
`Vehicle Type`	Broad category (e.g., passenger, commercial)
`Category` / `Subcategory` / `Filter Category`	Hierarchical classification used on-site

Technical Specifications

Field	Meaning
`Cubic Capacity`	Engine displacement in cc
`No Cylinders`	Number of cylinders
`Cyl Configuration`	Cylinder layout (e.g., inline-4, V6)
`Engine Cycle`	2-stroke or 4-stroke
`Turbo Or Super Charged`	Whether forced induction is present
`Kilowatts`	Engine power output (kW)
`Cooling`	Cooling system type (air/water)
`Fuel Type`	Petrol, diesel, hybrid, electric, etc.
`Fuel Tank Size`	Tank capacity in litres
`Fuel Consumption`	Combined consumption (L/100km)
`Fuel Highway`	Highway fuel consumption
`Fuel Urban`	Urban/city fuel consumption
`CO2`	Emissions rating (g/km)
`Gearbox`	Manual or automatic
`No Gears`	Number of gears
`Drive`	Drive configuration (FWD, RWD, AWD, 4x4)
`Axle Configuration`	Axle layout (relevant for commercial vehicles)

Dimensions & Capacity

Field	Meaning
`No Of Doors`	Number of doors
`Seats`	Seating capacity
`Boot Capacity`	Boot/cargo volume in litres
`Wheelbase`	Distance between axles (mm)
`Length` / `Height` / `Width`	Vehicle exterior dimensions (mm)
`GVM`	Gross Vehicle Mass (kg)
`Tare`	Unladen vehicle weight (kg)
`Front No Tyres` / `Front Tyre Size`	Front tyre count and size spec
`Rear No Tyres` / `Rear Tyre Size`	Rear tyre count and size spec

Pricing & Finance

Field	Meaning
`Price`	Listed retail price (ZAR)
`Opening Bid`	Starting bid price (auction context)
`Buy Now Price`	Fixed purchase price option
`Monthly Instalment`	Estimated monthly finance payment
`Finance Grade`	Internal finance eligibility grade
`Pricing Grade`	Internal pricing tier/grade
`Last Price Update Date`	When the price was last revised
`MM Code Frequency`	Market valuation frequency code
`MM Code Frequency Weight`	Weighting applied to valuation code

Location & Stock

Field	Meaning
`Province`	South African province where the vehicle is stocked
`Branch Code`	Specific WeBuyCars branch identifier
`Dealer Key`	Internal dealer/branch key
`Assigned Parking Bay`	Physical bay location at the branch
`Stock Status`	Current inventory status
`Status`	Listing publication status
`Vehicle Status`	Operational/availability status
`Default Sort Order`	Position in default search results
`Stock Tag` / `Stock Flag`	Internal classification tags
`Display Rules`	Rules controlling how the listing is shown
`Use`	Intended use type (private, commercial, etc.)
`Mileage`	Odometer reading (km)

Condition & Inspection

Field	Meaning
`Inspection Condition`	Overall inspection condition rating
`Inspection Details`	Detailed inspection findings
`Has Any Roadworthy Relevant Issues`	Boolean flag for roadworthy concerns
`Roadworthy Relevant Issues`	Description of any issues found
`Has Roadworthy Voucher`	Whether a roadworthy certificate is included
`Has Roadworthy Completed`	Whether roadworthy inspection is complete

Service & Maintenance History

Field	Meaning
`Service History`	Type of service history (full, partial, none)
`Last Service Date`	Date of most recent service
`Last Service KM`	Odometer reading at last service
`License Disk`	Whether a valid license disk is present
`Has Spare Key`	Whether a spare key is included
`Active Warranty`	Whether an active warranty is in place
`Active Maintenance`	Whether a maintenance plan is active

Evaluated Features (Eval Fields)

These fields reflect structured evaluation results from WeBuyCars inspectors:

Field	Meaning
`Eval Service History`	Inspector-evaluated service history rating
`Eval Maintenance Active`	Confirmed maintenance plan status
`Eval Warranty Active`	Confirmed warranty status
`Eval Has Car Play Android Auto`	Whether Apple CarPlay/Android Auto is present
`Eval Has Reverse Camera`	Whether a reverse camera is fitted
`Eval Has Auto Stop Start`	Whether auto stop-start technology is fitted

Media

Field	Meaning
`Images`	Array of vehicle image objects
`Image Paths`	Direct CDN paths to vehicle photos
`Video Review URL`	Link to video walkaround/review if available

How to Use

Build your search URL — Apply filters on WeBuyCars (province, make, body type, price range) and copy the results page URL.
Add pagination — Append ?page=2, ?page=3, etc. for deeper coverage. Add each page as a separate URL entry.
Configure limits — Set max_items_per_url based on how many listings appear per page (typically 20–50).
Run and export — Start the scraper and download results as JSON or CSV for use in Excel, BI tools, or databases.

Best practices:

Use ignore_url_failures: true for bulk multi-page runs.
Filter by province before scraping to segment results cleanly.
Cross-reference VIN and Stock Number for deduplication when merging multiple runs.

Use Cases & Business Value

Price benchmarking: Compare WeBuyCars pricing against other SA used-car platforms by make, model, and year
Stock monitoring: Track inventory availability and turnover by branch or province
Valuation models: Feed mileage, spec, and pricing data into ML-based vehicle valuation tools
Market research: Analyse supply trends in specific segments (e.g., diesel bakkies, sub-R200k sedans)

Conclusion

The WeBuyCars.co.za Cars Search Scraper delivers one of the most comprehensive used-vehicle datasets available for the South African market. With 90+ structured fields per listing — from engine specs to roadworthy status to finance grades — it provides everything needed for serious automotive data work. Run it today and transform WeBuyCars listings into a competitive intelligence asset.

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