Trustpilot holds millions of customer reviews across thousands of brands. If you want that data in a structured, queryable format, copying it manually is not a realistic option. This post shows how to build a repeatable extraction pipeline pulling review data from Trustpilot using the Minexa API. The workflow has two phases: train a scraper once using the Minexa Chrome extension, then call the API programmatically to extract reviews at scale across any number of pages. Step 1