TP Reviews Scraper - Extract Reviews to CSV/Excel/JSON

About

Trustpilot Reviews Scraper helps you collect public business reviews from Trustpilot and export them into structured files — CSV, Excel, or JSON — for market research, reputation monitoring, competitive analysis, and CRM workflows.

No copy-paste. Open a Trustpilot business review page, choose your filters, and download clean, analysis-ready data in minutes.

KEY FEATURES

✓ One-click export from any Trustpilot business review page
✓ Multiple formats: CSV, Excel (.xlsx), and JSON
✓ Filter by star rating (5★, 4★, 3★, 2★, 1★, or all reviews)
✓ Supports all international Trustpilot sites for cross-border e-commerce, any country or region

HOW IT WORKS

1. Go to a Trustpilot business review page (e.g. trustpilot.com/review/example.com).
2. Click the extension icon — the popup detects the business and shows Trust Score and review count.
3. Optionally filter by star rating.
4. Click EXPORT REVIEWS to open the export dashboard.
5. Wait for collection to finish, then download to CSV, Excel, or JSON.

EXPORT DATA INCLUDES

• Review: rating, title, content, language, source, published/updated dates
• Author: display name, country, review count, verified status
• Engagement: helpful/like count, pending status
• Verification: verified purchaser, verification level and source
• Reply: business reply message and dates
• Business: display name, domain, Trust Score, total reviews
• Product reviews (when present on a review)

WHO IT’S FOR

• E-commerce and SaaS teams tracking brand reputation
• Agencies doing competitive and sentiment analysis
• Researchers and analysts building review datasets
• Marketers exporting testimonials and social proof
• Anyone who needs Trustpilot data in Excel or a CRM

PRIVACY

This extension only requests access to Trustpilot pages (*.trustpilot.com) plus standard extension storage. It reads publicly visible review data from pages you open — it does not access your Trustpilot account credentials.

Data is processed locally in your browser. Export files are saved to your device, we do not upload your scraped reviews to our servers.

Please use Trustpilot’s data responsibly and in line with their Terms of Service and applicable laws (including GDPR where relevant).