Trustpilot Reviews Scraper
Business reviews, star ratings, and trust scores
What it does
Scrape Trustpilot business reviews by company domain: reviewer name, star rating, review title, review text, date, business reply, plus the overall trust score and total review count. No login required. Pay per review returned.
Built in
- ✓ Reviewer name, rating, title, and review text
- ✓ Business reply and review date
- ✓ Overall trust score and total review count
- ✓ Search by company domain or Trustpilot URL
- ✓ Empty results are never charged
Guides & tutorials
I Validated a Business Idea in 48 Hours by Mining 1-Star Reviews
Asking friends if they like your idea is not validation. The real signal is what people already pay for and still hate. Here is the exact flow: demand, unprompted complaints, funded incumbents, and the 1-star review clusters that become your product spec, run entirely from Claude via MCP.
How to Scrape Trustpilot Reviews by Company Domain (Python Guide)
Trustpilot has no public API for review data. Learn how to pull business reviews, star ratings, trust scores, and business replies from any Trustpilot company page using Python.
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Common questions
Does Trustpilot have an official API? +
Trustpilot has a Business API but it is only available to businesses managing their own profiles. Public review data for any company is not available via an official API, making scraping the only option.
What fields does each review include? +
Reviewer name, star rating (1-5), review title, full review text, date posted, date of experience, business reply text (if any), and whether the review is verified.
Can I scrape reviews for any company? +
Yes. Pass the company domain (like amazon.com or shopify.com) or the full Trustpilot URL. The scraper retrieves all public reviews visible on that company's Trustpilot profile.
What are the main use cases? +
Competitor sentiment analysis, brand reputation monitoring, customer feedback aggregation for product teams, training data for review classifiers, and due diligence research before partnerships.
How many reviews can I pull per company? +
Trustpilot paginates reviews with 20 per page. The scraper handles pagination automatically and can retrieve all available reviews for a company up to the limit you set.
Try it on Apify.
Pay only for results delivered. No credit card required to sign up.