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| Criterion |  Product Discovery Assumption Mapping |  UX Research Usability Testing |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a product is built but people get stuck on tasks, usability testing shows the friction at concrete points. Observed use instead of self-report makes visible where orientation, understanding, or interaction breaks down. | 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 | Medium | High |
Timedifferent | 45-60 min | 1-2 h je Session | 1-4 Wochen |
Participantsdifferent | 2-8 | Based on research question | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Usability Issues, Severity List, Recommendations | Experiment results, Decision log, Learning summary |
Tags1 shared | AssumptionsRiskExperimentsValidation | ValidationUXPrototype | ExperimentsGrowthAnalyticsValidation |
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