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| Criterion |  Product Discovery Smoke Test |  Product Strategy RICE Scoring |  Growth A/B Testing |  Decision Making Decision Matrix |
|---|---|---|---|---|
Purposedifferent | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | When many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. | 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 several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. |
Complexitydifferent | Low | Medium | High | Medium |
Timedifferent | 1-5 Tage | 60-90 min | 1-4 Wochen | 45-90 min |
Participantsdifferent | Nutzertraffic | 2-10 | 1-6 | 2-8 |
Formatdifferent | Async | Workshop + async | Async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | RICE Scores, Ranked List, Assumption Log | Experiment results, Decision log, Learning summary | Decision Matrix, Scoring Rationale, Selected Option |
Tagsno overlap | ValidationExperimentsDemandGrowth | PrioritizationScoringRoadmapTradeoffs | ExperimentsGrowthAnalyticsValidation | DecisionCriteriaScoringTradeoffs |