# Bulk VIN Finder Chinese Brands Mexico

**Use case:** 

Find one real VIN per vehicle for a mixed Chinese-brand list (BYD, Chery, GWM) from Mexican listings, with confidence and sin match handling.

## Input

```json
{
  "vehicles": [
    {
      "id": "1",
      "year": 2024,
      "make": "BYD",
      "model": "Dolphin",
      "version": "Base"
    },
    {
      "id": "2",
      "year": 2023,
      "make": "Chirey",
      "model": "Tiggo 8PRO",
      "version": "Luxury"
    },
    {
      "id": "3",
      "year": 2024,
      "make": "GWM",
      "model": "Ora 03",
      "version": "Luxury"
    }
  ],
  "aiNormalize": true
}
```

## Output

```json
{
  "id": {
    "label": "ID"
  },
  "year": {
    "label": "Year"
  },
  "make": {
    "label": "Make"
  },
  "model": {
    "label": "Model"
  },
  "version": {
    "label": "Version"
  },
  "vin": {
    "label": "VIN / NIV"
  },
  "confidence": {
    "label": "Confidence"
  },
  "status": {
    "label": "Status"
  },
  "sourceUrl": {
    "label": "Source"
  }
}
```

## About this Actor

This example demonstrates how to use [Mexico VIN/NIV Finder by Year, Make, Model](https://apify.com/scrapers_lat/mexico-vin-finder) with a specific input configuration. Visit the [Actor detail page](https://apify.com/scrapers_lat/mexico-vin-finder) to learn more, explore other use cases, and run it yourself.