A Trustpilot scraper for full business review history

The Trustpilot scraper accepts either a full Trustpilot review URL or simply a company domain — it resolves the domain to the right Trustpilot page for you, so you do not have to look each one up by hand.

It then paginates through the business’s review history and returns each review as a row: the star rating, the review title and body, the author and the date. The business name and overall TrustScore travel with the rows, so a single export holds both the summary and the underlying detail.

A per-business cap controls depth, letting you take a recent slice across many competitors or pull a full history for a deep dive. The output is structured for a spreadsheet or a sentiment tool, with nothing to clean up first.

Trustpilot reviews carry a signal a star count hides: intent. A reviewer who writes at length about a billing problem or a slow response is describing a switching trigger, and a list of those reviewers is a list of warm prospects for a competitor win-back campaign. Pulling the full text and dates also lets you separate old complaints that have since been fixed from fresh ones still live. Run a competitor domain before a sales cycle and you walk in knowing exactly where they are weak; run your own and you see the themes worth addressing before they spread. Either way the export is raw evidence, not a summary.

• Sales teams checking a competitor’s service quality on Trustpilot before pitching against them.
• Win-back campaigns finding the unhappy customers of a rival who are worth a targeted offer.
• Brand owners tracking how their own Trustpilot rating and review themes drift month to month.
• Researchers gathering review text in bulk to analyse complaints and praise across a whole category.

Each review is one row, tied to its business:

The Trustpilot scraper fetches each business page directly and paginates through the review list, collecting entries until it hits your per-business cap. Trustpilot pages are reachable without a browser engine, so the job is quick and lightweight.

Every run is live, so the reviews and the TrustScore reflect the page as it stands that day. When you pass a bare domain, the scraper handles the lookup to the matching Trustpilot profile, which means a list of competitor domains is all you need to start.