# Clean List of Invalid Food Barcodes

**Use case:** 

Eliminate dead or invalid barcodes from your list. Retrieve accurate food product information from Open Food Facts, including ingredients and scores.

## Input

```json
{
  "barcodes": [
    "0737628064502",
    "3017620422003",
    "7622300442331",
    "3168930008466",
    "073762806450299"
  ],
  "testRun": false,
  "onlyFound": false,
  "includeKeywords": [],
  "excludeKeywords": [],
  "columns": [
    "name",
    "barcode",
    "brands",
    "categories",
    "quantity",
    "nutriScore",
    "novaGroup",
    "ecoScore",
    "ingredientsText",
    "allergens",
    "additives",
    "labels",
    "countries",
    "nutrition",
    "imageUrl"
  ],
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

## Output

```json
{
  "query": {
    "label": "Barcode submitted",
    "format": "string"
  },
  "found": {
    "label": "Found?",
    "format": "boolean"
  },
  "status": {
    "label": "Status",
    "format": "string"
  },
  "message": {
    "label": "Details",
    "format": "string"
  },
  "name": {
    "label": "Product name",
    "format": "text"
  },
  "barcode": {
    "label": "Barcode",
    "format": "text"
  },
  "brands": {
    "label": "Brands",
    "format": "text"
  },
  "categories": {
    "label": "Categories",
    "format": "array"
  },
  "quantity": {
    "label": "Quantity",
    "format": "text"
  },
  "nutriScore": {
    "label": "Nutri-Score",
    "format": "text"
  },
  "novaGroup": {
    "label": "NOVA group (processing level)",
    "format": "number"
  },
  "ecoScore": {
    "label": "Eco-Score",
    "format": "text"
  },
  "ingredientsText": {
    "label": "Ingredients",
    "format": "text"
  },
  "allergens": {
    "label": "Allergens",
    "format": "array"
  },
  "additives": {
    "label": "Additives",
    "format": "array"
  },
  "labels": {
    "label": "Labels (organic, fair-trade, etc.)",
    "format": "array"
  },
  "countries": {
    "label": "Sold in countries",
    "format": "array"
  },
  "nutrition": {
    "label": "Nutrition facts (per 100g)",
    "format": "object"
  },
  "imageUrl": {
    "label": "Product image URL",
    "format": "text"
  },
  "scrapedAt": {
    "label": "Checked at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Open Food Facts Product Lookup — Ingredients & Nutri-Score API](https://apify.com/accountable_eel/openfoodfacts-product-lookup.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/accountable_eel/openfoodfacts-product-lookup.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/accountable_eel/openfoodfacts-product-lookup.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).
