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| Criterion |  UX Design Lean UX Canvas |  Product Discovery Assumption Mapping |  Growth A/B Testing |  Product Discovery Test Card |
|---|---|---|---|---|
Purposedifferent | The Lean UX Canvas helps clarify user behavior, touchpoints, and concept decisions. It makes assumptions and desired outcomes visible and captures the result as a completed canvas, hypothesis list, and first experiment. | 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. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. |
Complexitydifferent | Medium | Medium | High | Low |
Timedifferent | 2-3 h | 45-60 min | 1-4 Wochen | 20-35 min |
Participantsdifferent | 3-8 | 2-8 | 1-6 | 1-5 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Completed Lean UX Canvas, Hypothesis list, First experiment | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary | Test Card with a pre-set threshold |
Tagsno overlap | CanvasHypothesisOutcomesDiscovery | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryHypothesis |