# Find public product issue patterns by brand

**Use case:** 

Review recent public mentions for a brand to surface recurring product or service issue patterns across key channels.

## Input

```json
{
  "brandName": "Notion",
  "competitorBrand": "",
  "platforms": [
    "reddit",
    "trustpilot"
  ],
  "maxMentionsPerPlatform": 20,
  "timeRange": "30d",
  "language": "en",
  "includeAiInsights": true,
  "responseFormat": "detailed",
  "maxCostUsd": 1
}
```

## Output

```json
{
  "brandName": {
    "label": "Brand",
    "format": "string"
  },
  "competitorBrand": {
    "label": "Competitor",
    "format": "string"
  },
  "brandHealthScore": {
    "label": "Health Score",
    "format": "number"
  },
  "sentimentBreakdown": {
    "label": "Sentiment Split",
    "format": "object"
  },
  "topComplaints": {
    "label": "Top Complaints",
    "format": "array"
  },
  "topPraise": {
    "label": "Top Praise",
    "format": "array"
  },
  "crisisSignals": {
    "label": "Crisis Signals",
    "format": "array"
  },
  "shareOfVoice": {
    "label": "Share of Voice",
    "format": "object"
  },
  "executiveSummary": {
    "label": "Summary",
    "format": "string"
  },
  "mentionCounts": {
    "label": "Mention Counts",
    "format": "object"
  }
}
```

## About this Actor

This example demonstrates how to use [Brand Sentiment Analyzer — Reddit, News & Trustpilot](https://apify.com/khadinakbar/brand-sentiment-analyzer) with a specific input configuration. Visit the [Actor detail page](https://apify.com/khadinakbar/brand-sentiment-analyzer) 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.
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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).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/khadinakbar/brand-sentiment-analyzer.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).