# VIN Batch Decode & Recall Audit

**Use case:** 

Batch decode multiple VINs for vehicle specs and recall status

## Input

```json
{
  "vins": [
    "1HGBH41JXMN123456",
    "2T1BURHE0JC123456",
    "3VWFE21C94M123456"
  ],
  "delay": 1500
}
```

## Output

```json
{
  "vin": {
    "label": "VIN",
    "format": "string"
  },
  "make": {
    "label": "Make",
    "format": "string"
  },
  "model": {
    "label": "Model",
    "format": "string"
  },
  "year": {
    "label": "Year",
    "format": "string"
  },
  "engine": {
    "label": "Engine",
    "format": "string"
  },
  "transmission": {
    "label": "Transmission",
    "format": "string"
  },
  "bodyClass": {
    "label": "Body",
    "format": "string"
  },
  "fuelType": {
    "label": "Fuel",
    "format": "string"
  },
  "plantCountry": {
    "label": "Country",
    "format": "string"
  },
  "recalls": {
    "label": "Recalls",
    "format": "string"
  },
  "recallCount": {
    "label": "Recall Count",
    "format": "string"
  },
  "manufacturer": {
    "label": "Manufacturer",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [VIN Decoder Recall Auditor| Vehicle Specs | Recalls](https://apify.com/ahmed_jasarevic/universal-vin-decoder-recall-auditor.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/ahmed_jasarevic/universal-vin-decoder-recall-auditor.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/ahmed_jasarevic/universal-vin-decoder-recall-auditor.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).