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Vibe 101: Narrative, Energy, and Resonance

Vibe 101 establishes how narrative, offer, and creative interact to create measurable resonance across channels.

  • Narrative → hook → variation ladder.
  • Offers are testable units with clear value and friction.
  • Measurement favors downstream conversions over CTR.
  • Each experiment links to hypothesis, asset IDs, and KPIs.
  • Variants share a common concept; only one factor changes.
  • Postmortems include keep/kill decisions.
  • Testing too many factors at once.
  • Ignoring audience fatigue and frequency.
  • Over-indexing on creative trends without ICP evidence.

Use to align growth, product, and creative on a shared vocabulary. Don’t use as a substitute for positioning work.