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| Criterion |  Growth Funnel Analysis |  Growth A/B Testing |  Product Strategy OKRs |  Product Strategy SMART Goals |
|---|---|---|---|---|
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 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 | 1-3 h | 1-4 Wochen | 1-2 h Setup | 15-30 min |
Participantsdifferent | 1-5 | 1-6 | 2-20 | 1-8 |
Formatdifferent | Async | Async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment results, Decision log, Learning summary | OKR set, Measurement plan, Review cadence | SMART Goal, Measurement Note, Deadline |
Tagsno overlap | AnalyticsConversionGrowth | ExperimentsGrowthAnalyticsValidation | GoalsAlignmentOutcomesMeasurement | GoalsPlanningMeasurementAlignment |