# SaaS Voice-of-Customer Battlecard — Public Demo

**Use case:** 

Turn structured review data into recurring pains, strengths, requests, switching reasons, and an evidence-backed SaaS battlecard.

## Input

```json
{
  "productName": "Acme Cloud",
  "reviews": [
    {
      "id": "r1",
      "text": "Easy to use, but reports are slow and sometimes crash.",
      "rating": 3,
      "date": "2026-07-01"
    },
    {
      "id": "r2",
      "text": "Please add a native Salesforce integration.",
      "rating": 3,
      "date": "2026-08-01"
    }
  ],
  "competitorNames": [],
  "customThemes": [],
  "maxReviews": 1000
}
```

## Output

```json
{
  "rowType": {
    "label": "Row type",
    "format": "string"
  },
  "productName": {
    "label": "Product name",
    "format": "string"
  },
  "theme": {
    "label": "Theme",
    "format": "string"
  },
  "category": {
    "label": "Category",
    "format": "string"
  },
  "frequency": {
    "label": "Frequency",
    "format": "integer"
  },
  "severity": {
    "label": "Severity",
    "format": "integer"
  },
  "sentiment": {
    "label": "Sentiment",
    "format": "string"
  },
  "trend": {
    "label": "Trend",
    "format": "string"
  },
  "competitorMentions": {
    "label": "Competitors",
    "format": "array"
  },
  "representativeEvidence": {
    "label": "Evidence",
    "format": "array"
  },
  "reviewsAnalyzed": {
    "label": "Reviews analyzed",
    "format": "integer"
  },
  "topStrengths": {
    "label": "Top strengths"
  },
  "topWeaknesses": {
    "label": "Top weaknesses"
  },
  "missingFeatures": {
    "label": "Missing features"
  },
  "whyUsersSwitch": {
    "label": "Why users switch"
  },
  "productOpportunities": {
    "label": "Product opportunities"
  }
}
```

## About this Actor

This example demonstrates how to use [SaaS Voice-of-Customer Battlecard — evidence-based themes](https://apify.com/egeusta/saas-voice-of-customer-battlecard.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/egeusta/saas-voice-of-customer-battlecard.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).
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- **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/egeusta/saas-voice-of-customer-battlecard.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).