Methodology

AI Citability Checker: workflow triage, not proof.

Score whether pasted content has the specificity, provenance, Q&A structure, freshness, and extractable sections that answer engines can cite.

Open free tool Trust model

What this catches

  • Generic content with weak evidence
  • Missing Q&A/direct-answer structure
  • Missing freshness cues
  • No visible source signals

What this misses

  • SEO rankings
  • Actual citation outcomes

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.

This is answer-engine readiness scoring, not an SEO ranking predictor or citation guarantee.