The Trustpilot tool took the most work. Trustpilot answers plain HTTP requests with a bot check, so the scraper drives a real browser through it. It collects recent reviews and groups them into complaint and praise themes, with the original quote next to each one. The cover shows a real run on one UK bank's public low-star reviews.