# Study Shopify review patterns on Trustpilot

**Use case:** 

Export Trustpilot reviews for shopify.com with ratings, text, dates and company replies where available.

## Input

```json
{
  "mode": "REVIEWS",
  "companyDomains": [
    "shopify.com"
  ],
  "startUrls": [],
  "businessUnitIds": [
    "46d6a890000064000500e0c3:trustpilot.com"
  ],
  "searchQueries": [],
  "maxResults": 60,
  "maxReviewsPerCompany": 25,
  "maxPagesPerCompany": 2,
  "sort": "recency",
  "stars": [],
  "verified": "",
  "scrapeReviews": true,
  "includeCompanyProfile": true,
  "includeTransparency": false,
  "rawOutput": false,
  "analyzeAuthenticity": true,
  "htmlReport": true,
  "maxConcurrency": 2,
  "maxRetries": 2,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

## Output

```json
{
  "companyName": {
    "label": "🏢 Company",
    "format": "text"
  },
  "companyDomain": {
    "label": "🌐 Domain",
    "format": "text"
  },
  "rating": {
    "label": "⭐ Rating",
    "format": "number"
  },
  "sentiment": {
    "label": "Sentiment",
    "format": "text"
  },
  "sentimentScore": {
    "label": "Sentiment Score",
    "format": "number"
  },
  "topics": {
    "label": "🔑 Topics",
    "format": "array"
  },
  "riskSignals": {
    "label": "⚠️ Risk Signals",
    "format": "array"
  },
  "issueSeverity": {
    "label": "Issue Severity",
    "format": "text"
  },
  "companyPrimaryCategory": {
    "label": "Primary category",
    "format": "text"
  },
  "companyReviewCountLast12Months": {
    "label": "Reviews (12 months)",
    "format": "number"
  },
  "companyHasSubscription": {
    "label": "Paid Trustpilot plan",
    "format": "boolean"
  },
  "companyIsUsingAIResponses": {
    "label": "Uses AI responses",
    "format": "boolean"
  },
  "companyAiSummary": {
    "label": "Trustpilot AI summary",
    "format": "text"
  },
  "companyAiTopicNames": {
    "label": "Trustpilot topics",
    "format": "array"
  },
  "reviewLength": {
    "label": "#️⃣ Review Length",
    "format": "number"
  },
  "changeStatus": {
    "label": "Change Status",
    "format": "text"
  },
  "changedFields": {
    "label": "Changed Fields",
    "format": "array"
  },
  "reviewUrl": {
    "label": "🌐 Review URL",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Trustpilot Reviews Scraper - $0.40/1K + Fake Review Signals](https://apify.com/trakk/trustpilot-review-intelligence-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/trakk/trustpilot-review-intelligence-scraper.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`.
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- **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/trakk/trustpilot-review-intelligence-scraper.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).