# Track how often AI models recommend your brand

**Use case:** 

Ask AI models the questions your buyers ask and see whether your brand is named, its rank among every brand mentioned, and how often competitors come up. Here: a CRM brand against two competitors on GPT-4.1 mini. Swap in your own brand and questions.

## Input

```json
{
  "brand": "Pipedrive",
  "competitors": [
    "HubSpot",
    "Salesforce"
  ],
  "prompts": [
    "What is the best CRM for a small sales team?",
    "Which CRM is easiest to set up for a startup?"
  ],
  "models": [
    "openai/gpt-4.1-mini"
  ],
  "samples": 1,
  "onlyChanges": false,
  "maxChecks": 2
}
```

## Output

```json
{
  "rowType": {
    "label": "Row",
    "format": "string"
  },
  "model": {
    "label": "Model",
    "format": "string"
  },
  "prompt": {
    "label": "Question",
    "format": "string"
  },
  "sample": {
    "label": "Sample",
    "format": "integer"
  },
  "brandMentioned": {
    "label": "Brand named",
    "format": "boolean"
  },
  "brandRank": {
    "label": "Rank",
    "format": "integer"
  },
  "competitorsMentioned": {
    "label": "Competitors named",
    "format": "array"
  },
  "brandsNamed": {
    "label": "All brands named",
    "format": "array"
  },
  "mentionRate": {
    "label": "Mention rate (summary)",
    "format": "number"
  },
  "valid": {
    "label": "Valid",
    "format": "boolean"
  },
  "changed": {
    "label": "Changed",
    "format": "boolean"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The AI Brand Visibility Tracker: LLM Mentions & Share of Voice Actor is ready to run with the inputs already set for "Track how often AI models recommend your brand". [Sign up or log in](https://console.apify.com/create-task-from-example/paEaatITUwYkJ4dyr) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Track how often AI models recommend your brand" task

The AI Brand Visibility Tracker: LLM Mentions & Share of Voice Actor will start running based on the input automatically. You can also change all the input fields, like your brand, competitors, and more, to match your specific use case.

### 3. Receive the "Track how often AI models recommend your brand" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as row, model, question, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Track how often AI models recommend your brand" task via API](https://apify.com/humble-echidna/ai-visibility.md).

## About this Actor

This example demonstrates how to use [AI Brand Visibility Tracker: LLM Mentions & Share of Voice](https://apify.com/humble-echidna/ai-visibility.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/humble-echidna/ai-visibility.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/humble-echidna/ai-visibility.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).