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| Criterion |  Product Discovery User Story Mapping |  Growth A/B Testing |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | When user goals and delivery scope could drift apart, it orders the journey from goal to slice. It makes visible where an MVP can genuinely be cut. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | High | Medium |
Timedifferent | 2-4 h | 1-4 Wochen | 45-60 min |
Participantsdifferent | 4-10 | 1-6 | 2-8 |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Story Map, Release Slices, Backlog Candidates | Experiment results, Decision log, Learning summary | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | BacklogJourneyPlanningMVP | ExperimentsGrowthAnalyticsValidation | AssumptionsRiskExperimentsValidation |
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