Trustpilot Competitor Analyzer

When to use it

Use this when you need an executive read of reputation — not a dump of raw review rows. It scores reply quality, extracts praise and complaint themes, and ranks the businesses you passed in one run.

Versus the sibling Actors

The PyPI package trustpilot-scraper pulls structured reviews. This Actor adds the analysis layer (themes, reply scoring, comparison). Scrape if you already have your own NLP; run this if you want the summary.

Example input

{
  "domains": [
    "stripe.com",
    "paypal.com",
    "wise.com"
  ],
  "max_reviews_per_business": 200
}

Example output

{
  "type": "business",
  "metrics": {
    "domain": "stripe.com",
    "trust_score": 4.2,
    "health_score": 72.4
  }
}

MCP pin

Agents call this through Apify MCP. Running it needs an Apify token.

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=datacortex/trustpilot-competitor-analyzer"
    }
  }
}

Pricing

$0.20 per business analyzed + $0.05 actor start. Confirm on the Apify pricing tab if you are budgeting a large run.

Limitations

• Analysis quality follows the reviews Trustpilot shows for that business.
• 1–50 businesses per run. Reply metrics are omitted when the page has no public replies.

Related Actors

• Stacksift — B2B Product Extractor →