# JSON catalog → OpenAI Ads CSV

**Use case:** 

Convert a JSON product array/object catalog into OpenAI Ads canonical CSV.

## Input

```json
{
  "feedText": "{\"products\":[{\"id\":\"JSON-1\",\"title\":\"Mug\",\"description\":\"Ceramic mug\",\"url\":\"https://example.com/p/mug\",\"image_url\":\"https://example.com/i/mug.jpg\",\"brand\":\"DemoBrand\",\"price\":\"12.00 USD\",\"availability\":\"in_stock\"}]}",
  "sellerName": "Demo Store",
  "targetCountries": [
    "US"
  ],
  "formatHint": "json",
  "isAdsEligible": true,
  "excludeInvalidRows": true,
  "maxProducts": 20,
  "schemaVersion": "openai-ads-2026-09-09",
  "requestTimeoutSecs": 60
}
```

## Output

```json
{
  "recordType": {
    "label": "Record type",
    "format": "string"
  },
  "status": {
    "label": "Status",
    "format": "string"
  },
  "sourceFormat": {
    "label": "Source format",
    "format": "string"
  },
  "validCount": {
    "label": "Valid",
    "format": "integer"
  },
  "invalidCount": {
    "label": "Invalid",
    "format": "integer"
  },
  "marketStatus": {
    "label": "Market status",
    "format": "string"
  },
  "itemId": {
    "label": "Item ID",
    "format": "string"
  },
  "message": {
    "label": "Message",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Google Merchant to OpenAI Ads CSV converter](https://apify.com/kondasviktor/openai-ads-feed-converter.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/kondasviktor/openai-ads-feed-converter.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/kondasviktor/openai-ads-feed-converter.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).
