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| Criterion |  Product Discovery Opportunity Solution Tree |  Growth Funnel Analysis |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When discovery keeps swinging between goals, ideas, and learning loops, it creates clear steering logic. It connects the desired outcome, opportunities, and experiments into a legible structure. | 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. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 1-2 h Setup, laufend | 1-3 h | 1-4 Wochen |
Participantsdifferent | 2-6 | 1-5 | 1-6 |
Formatdifferent | Workshop + async | Async | Async |
Outputdifferent | Opportunity Solution Tree, Experiment Backlog, Learning Log | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment results, Decision log, Learning summary |
Tagsno overlap | DiscoveryOutcomesExperimentsOpportunity | AnalyticsConversionGrowth | ExperimentsGrowthAnalyticsValidation |
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