Trustpilot scraper

ExtractHub extractors are versioned web scrapers: each one is a saved scraper for one kind of page that returns structured JSON through an API. For Trustpilot (trustpilot.com) there is one public extractor: Trustpilot - company reviews. Together they return fields such as companyName, domain, businessId, website, trustScore, stars, reviewCount, reviewCountLast12Months and 9 more fields. Call one with your API key and a pinned extractor_id, from the REST API, the Batch API or an AI agent over MCP.

Trustpilot scraper extractor

  • Trustpilot - company reviews

    trustpilot.com · @extracthub1/trustpilot-reviews@1 (v1.0.0)

    Trustpilot company review page: company name, TrustScore, review counts, rating distribution, categories and the reviews on the page (author, country, rating, title, text, dates, company reply) with the next page link.

    Fields: companyName , domain , businessId , website , trustScore , stars , reviewCount , reviewCountLast12Months , ratingDistribution , categories and 7 more

    Trustpilot - company reviews scraper: fields, versions and examples →

How to call the Trustpilot scraper API

Every call needs your API key (X-API-Key) and a pinned extractor_id. This example uses @extracthub1/trustpilot-reviews@1 (Trustpilot - company reviews); open an extractor's page for its batch, Python and Node examples.

REST: realtime extract
curl -X POST "https://api.extracthub.io/api/extractor/extract" \
  -H "X-API-Key: $EXTRACTHUB_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "extractor_id": "@extracthub1/trustpilot-reviews@1",
    "target": { "url": "https://trustpilot.com/..." }
  }'
MCP: ask your agent (server https://api.extracthub.io/mcp), which calls the extract tool 
Use ExtractHub to extract https://trustpilot.com/... with @extracthub1/trustpilot-reviews@1
{
  "tool": "extract",
  "arguments": {
    "extractor_id": "@extracthub1/trustpilot-reviews@1",
    "url": "https://trustpilot.com/..."
  }
}

See the web scraping API reference and the web scraping MCP server setup.

Need another Trustpilot page type?

Build your own Trustpilot scraper with an AI agent and the extractor builder skill, or in ExtractHub Studio. It stays private until you release it.

Trustpilot scraper: frequently asked questions

Is there a ready-made Trustpilot scraper?

Yes. ExtractHub lists one public extractor for trustpilot.com. An extractor is a versioned web scraper for one kind of page: its owner released it as an immutable version with an output schema, and you call that version with your own API key.

What data can I scrape from Trustpilot?

Trustpilot - company reviews returns companyName, domain, businessId, website, trustScore, stars and 11 more. Every field is listed on the extractor's page with a sample response.

How do I call the Trustpilot scraper API?

Send GET or POST https://api.extracthub.io/api/extractor/extract with your API key in the X-API-Key header, extractor_id=@extracthub1/trustpilot-reviews@1 and the URL of a trustpilot.com page as the target. For many URLs use POST https://api.extracthub.io/api/extractor/batch. AI agents call the same extractor through the extract tool of the ExtractHub MCP server at https://api.extracthub.io/mcp.

Can I build my own Trustpilot scraper?

Yes. Build an extractor for any Trustpilot page type in ExtractHub Studio, or let an AI agent such as Claude Code build, test and release it with the open-source extractor builder skill. New extractors are private until you release them.