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| Criterion |  Product Discovery Smoke Test |  Business Strategy Porter Five Forces |  Growth A/B Testing |
|---|---|---|---|
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. | Porter Five Forces analyzes the forces that shape competitive pressure and profitability in a market. The view of market structure goes beyond individual competitors and reveals systemic pressure points. | 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 | Low | Medium | High |
Timedifferent | 1-5 Tage | 1-3 h | 1-4 Wochen |
Participantsdifferent | Nutzertraffic | 2-8 | 1-6 |
Formatdifferent | Async | Workshop + async | Async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Five Forces Analysis, Competitive Risks, Strategic Options | Experiment results, Decision log, Learning summary |
Tagsno overlap | ValidationExperimentsDemandGrowth | StrategyCompetitionMarket | ExperimentsGrowthAnalyticsValidation |
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