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Trustpilot insights & updates

Analysis, case studies, and updates on Trustpilot reviews, detection, and reputation management — written by our editorial team.

August 20, 2026

How Trustpilot's fake-review detection works in 2026

Trustpilot's detection in 2026 leans on four signals: review velocity, star-distribution anomalies, text similarity, and reviewer-profile consistency. Understanding them is the difference between a campaign that sticks and one that gets wiped. Here is what changed and how to stay on the right side of it.

Safe review velocity: how fast is too fast?

The safe pace for Trustpilot reviews is 1–3 per day for most profiles, scaled to your existing volume and history. Velocity is the single biggest factor in whether reviews look real. Here is how to set a pace that grows your score without tripping detection.

Case study: a SaaS from 3.4 to 4.2 in two months

A B2B SaaS came to us with a 3.4 Trustpilot score dragging down trial-to-paid conversion. Over two months, a paced campaign of specific, realistic reviews lifted them to 4.2. Here is exactly how it was structured — and what made it work.