Methodology

Review Authenticity Checker: workflow triage, not proof.

Triage review text for suspicious patterns such as duplicated copy, incentives, hype pressure, no specifics, and absolutes — without pretending to prove fraud.

Open free tool Trust model

What this catches

  • Duplicate reviews
  • Incentivized language
  • Hype/superlative pressure
  • No concrete usage details

What this misses

  • Order history
  • Identity verification
  • Fraud proof

Method

Deterministic browser-local heuristics inspect text structure, evidence spans, protected facts, source overlap, or template inputs. No free browser-local analysis uploads user text.

Review authenticity scoring flags moderation patterns; it does not accuse customers or prove fraud.