Docs

Message gaps

Where your story is missing or misrepresented.
DocsMeasurement & ConceptsMessage gaps

A message gap is a mismatch between the narrative you intend and the narrative AI systems produce — including silence. Silence on a buying prompt is a gap.

  • Absence — no mention when you should be in the consideration set.
  • Incomplete — partial story missing differentiators or proof.
  • Distorted — outdated pricing, wrong category, incorrect claims.