Loss framingPosition urgency around a concrete cost of inaction rather than generic upside.
SpecificityReplace vague superiority claims with inspectable mechanisms, numbers, and evidence.
Visual cognitionControl focal hierarchy, contrast, clutter, and recognition speed across formats.
Commitment designSequence micro-decisions so each step naturally earns the next one.
Persona testingEvaluate messages against structured audience profiles instead of anecdotal personas.
Funnel continuityPreserve message, palette, promise, and page scent from ad through intake.
Pre-registered hypothesesLog what the system expects before the test runs, then compare prediction with reality.
Closed-loop learningPromote what worked, record what failed, and improve the next generation.