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| Criterion |  Product Strategy RICE Scoring |  Product Discovery Smoke Test |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | 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 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 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 | Low | High |
Timedifferent | 60-90 min | 1-5 Tage | 1-4 Wochen |
Participantsdifferent | 2-10 | Nutzertraffic | 1-6 |
Formatdifferent | Workshop + async | Async | Async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | Interest Metrics, Conversion Signal, Learning Note | Experiment results, Decision log, Learning summary |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | ValidationExperimentsDemandGrowth | ExperimentsGrowthAnalyticsValidation |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
