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| Criterion |  Business Strategy Ansoff Matrix |  Product Discovery Riskiest Assumption Test |  Product Discovery Assumption Mapping |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | When an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 | Medium | High |
Timedifferent | 45-90 min | 1-2 Wochen pro Iteration | 45-60 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 2-6 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | Ansoff Matrix, Growth Options, Risk Notes | Prioritized Assumption List, Test Plan, Results Report | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthStrategyMarketPortfolio | ExperimentsValidationDiscoveryAssumptions | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation |