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Reviews and reputation: how they shape what AI says

Reviews and reputation: how they shape what AI says

AI does not invent its opinion of your brand: it builds it from what others say about you. That is why reviews and reputation weigh so much in what it recommends.

Why AI looks at reviews

Reviews are a concentrated trust signal: many real voices weighing in. AI uses them to judge whether a brand deserves to be recommended and in what tone.

What matters most

  • The volume and freshness of reviews.
  • The balance between positive and negative.
  • Mentions in media and authoritative sources.
  • Consistency between what you promise and what is said about you.

What to do

Encourage real reviews, respond to criticism thoughtfully, and build mentions in trusted sources. It is not about polishing, but about making the positive reality visible to AI.

The downside

A neglected reputation can keep you out of recommendations. If AI repeats something unfair, it can be detected and fixed.

The first step

We review how your reputation affects what AI says. See the platform or write to us on contact.

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