TrustPilot Scam Exposed: Is TrustPilot a scam? A growing number of consumers and businesses say yes . Once seen as a beacon of honest customer feedback, TrustPilot’s credibility is under fire with allegations of fake reviews and biased moderation. In this guide, we reveal why those shiny star ratings might not tell the whole truth – and why you should keep reading.