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| Criterion |  Growth Funnel Analysis |  Growth A/B Testing |  Product Strategy SMART Goals |  Product Strategy OKRs |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | 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 goals are formulated too generally, it brings measurability, direction, and timing into shape. It prevents intentions from staying without clear verification. | When strategic direction needs to become measurable, it connects ambition with checkable results. It makes goals connectable to focus and review. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | 1-3 h | 1-4 Wochen | 15-30 min | 1-2 h Setup |
Participantsdifferent | 1-5 | 1-6 | 1-8 | 2-20 |
Formatdifferent | Async | Async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment results, Decision log, Learning summary | SMART Goal, Measurement Note, Deadline | OKR set, Measurement plan, Review cadence |
Tagsno overlap | AnalyticsConversionGrowth | ExperimentsGrowthAnalyticsValidation | GoalsPlanningMeasurementAlignment | GoalsAlignmentOutcomesMeasurement |