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| Criterion |  Product Discovery Product Kata |  Growth A/B Testing |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | Product Kata helps clarify customer problems, solution ideas, and evidence through a repeatable improvement routine. It captures direction, current metric, target metric, experiment notes, and learning. | 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 Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | High | Low |
Timedifferent | 1-2 Wochen je Loop | 1-4 Wochen | 25-40 min |
Participantsdifferent | 3-10 | 1-6 | 1-5 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Direction, Current metric, Target metric, Experiment note, Learning report | Experiment results, Decision log, Learning summary | Learning Card with evidence and next action |
Tagsno overlap | OutcomesDiscoveryLearningIterationCoaching | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryLearning |
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