Methodology

Testimonial Credibility Checker: workflow triage, not proof.

Check testimonial copy for attribution, consent, outcome claims, and concrete detail before publishing social proof.

Open free tool Trust model

What this catches

  • Missing consent
  • Anonymous/vague attribution
  • Unsupported revenue or percentage claims
  • Thin credibility detail

What this misses

  • Whether a testimonial is true
  • Signed consent storage

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.

Credibility checks are a publish QA workflow; they do not prove testimonial truth.