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| Criterion |  Operations Change Analysis |  Product Discovery Learning Card |  Growth A/B Testing |  Product Discovery MVP Test Matrix |
|---|---|---|---|---|
Purposedifferent | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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 several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Medium | Low | High | Medium |
Timedifferent | 45-120 min | 25-40 min | 1-4 Wochen | 45-75 min |
Participantsdifferent | 2-6 | 1-5 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop |
Outputdifferent | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Learning Card with evidence and next action | Experiment results, Decision log, Learning summary | Test Matrix, Test Plan |
Tagsno overlap | ChangeRoot causeTroubleshootingComparison | ExperimentsValidationDiscoveryLearning | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryOptions |