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| Criterion |  Operations Accountability Ladder |  Product Discovery Assumption Mapping |  Growth A/B Testing |  Product Discovery Experiment Canvas |
|---|---|---|---|---|
Purposedifferent | With defensive reactions to problems, the method shifts the view from justification to ownership. It makes visible which reaction stage a person or team is currently stuck on. | 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. | When experiments become unreadable after the fact, it arranges hypothesis, signal, and learning goal on a single canvas. It separates problem, assumption, solution, and evidence. The result is captured as a Completed Experiment Canvas and a Success Metric. |
Complexitydifferent | Low | Medium | High | Low |
Timedifferent | 20-45 min | 45-60 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 1-8 | 2-8 | 1-6 | 1-5 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Ownership Reflection, Action Commitment, Coaching Notes | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary | Completed Experiment Canvas, Success Metric |
Tagsno overlap | ResponsibilityLeadershipTeam | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryHypothesis |