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| Criterion |  Product Strategy Impact Mapping |  Growth A/B Testing |  Product Strategy OKRs |  Product Strategy SMART Goals |
|---|---|---|---|---|
Purposedifferent | When a goal needs to be connected to several possible paths, it shows chains of impact instead of feature lists. It connects business goal, behavior change, and measures. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | When strategic direction needs to become measurable, it connects ambition with checkable results. It makes goals connectable to focus and review. | When goals are formulated too generally, it brings measurability, direction, and timing into shape. It prevents intentions from staying without clear verification. |
Complexitydifferent | Medium | High | Medium | Low |
Timedifferent | 45-90 min | 1-4 Wochen | 1-2 h Setup | 15-30 min |
Participantsdifferent | 3-8 | 1-6 | 2-20 | 1-8 |
Formatdifferent | Workshop | Async | Workshop + async | Workshop + async |
Outputdifferent | Impact Map, Outcome Hypotheses, Delivery Options | Experiment results, Decision log, Learning summary | OKR set, Measurement plan, Review cadence | SMART Goal, Measurement Note, Deadline |
Tagsno overlap | OutcomesStrategyBehaviorPlanning | ExperimentsGrowthAnalyticsValidation | GoalsAlignmentOutcomesMeasurement | GoalsPlanningMeasurementAlignment |