# Brand Visibility in ChatGPT-class AI Answers

**Use case:** 

Does AI recommend your brand? Ask OpenAI GPT, Gemini, Claude and Perplexity your buyers' questions and get mention rate, list position, share of voice vs competitors and the brands AI recommends instead. No API keys - model usage billed at cost via Apify.

## Input

```json
{
  "brand": "HubSpot",
  "category": "CRM software",
  "competitors": [
    "Salesforce",
    "Pipedrive"
  ],
  "auditSite": true,
  "engines": [
    "openai-gpt",
    "google-gemini",
    "anthropic-claude",
    "perplexity-sonar"
  ],
  "maxPrompts": 6,
  "samplesPerPrompt": 1,
  "includeFullAnswers": false
}
```

## Output

```json
{
  "brand": {
    "label": "Brand"
  },
  "visibilityScore": {
    "label": "Visibility"
  },
  "signal": {
    "label": "Verdict"
  },
  "mentionRatePct": {
    "label": "Mention %"
  },
  "shareOfVoicePct": {
    "label": "Share of voice %"
  },
  "avgListPosition": {
    "label": "Avg position"
  },
  "liveWebMentionRatePct": {
    "label": "Live web %"
  },
  "modelMemoryMentionRatePct": {
    "label": "Model memory %"
  },
  "leaderboard": {
    "label": "Leaderboard"
  },
  "actions": {
    "label": "Actions"
  },
  "summary": {
    "label": "Summary"
  }
}
```

## How it works

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

The AI Share of Voice - Brand Visibility in LLM Answers Actor is ready to run with the inputs already set for "Brand Visibility in ChatGPT-class AI Answers". [Sign up or log in](https://console.apify.com/create-task-from-example/SYEinXxc9YcumIiNa) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Brand Visibility in ChatGPT-class AI Answers" task

The AI Share of Voice - Brand Visibility in LLM Answers Actor will start running based on the input automatically. You can also change all the input fields, like 🏷️ brand, category, and more, to match your specific use case.

### 3. Receive the "Brand Visibility in ChatGPT-class AI Answers" 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 brand, visibility, verdict, 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 "Brand Visibility in ChatGPT-class AI Answers" task via API](https://apify.com/centorprat/ai-share-of-voice.md).

## About this Actor

This example demonstrates how to use [AI Share of Voice - Brand Visibility in LLM Answers](https://apify.com/centorprat/ai-share-of-voice.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/centorprat/ai-share-of-voice.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/centorprat/ai-share-of-voice.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`).