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| Criterion |  Product Discovery Smoke Test |  Business Strategy SWOT Analysis |  Business Strategy Ansoff Matrix |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
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. | SWOT Analysis arranges strengths, weaknesses, opportunities, and threats into a compact picture of the situation. It keeps internal capabilities and external influences separate before strategic options emerge from them. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Low | Low | Medium |
Timedifferent | 1-5 Tage | 30-60 min | 45-90 min | 45-60 min |
Participantsdifferent | Nutzertraffic | 3-12 | 2-8 | 2-8 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | SWOT matrix, Strategic options, Action list | Ansoff Matrix, Growth Options, Risk Notes | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | ValidationExperimentsDemandGrowth | StrategyAnalysisMarketPositioning | GrowthStrategyMarketPortfolio | AssumptionsRiskExperimentsValidation |