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| Criterion |  Business Strategy PESTLE Analysis |  Product Discovery Smoke Test |  Business Strategy Ansoff Matrix |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | PESTLE Analysis makes political, economic, social, technological, legal, and environmental influences visible. The environment of an initiative is thereby read systematically instead of through isolated trends. | 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. | 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 | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 45-90 min | 45-60 min |
Participantsdifferent | 2-10 | Nutzertraffic | 2-8 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | PESTLE Map, External Risks, Strategic Questions | Interest Metrics, Conversion Signal, Learning Note | Ansoff Matrix, Growth Options, Risk Notes | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | StrategyMarketAnalysis | ValidationExperimentsDemandGrowth | GrowthStrategyMarketPortfolio | AssumptionsRiskExperimentsValidation |