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| Criterion |  Growth A/B Testing |  Product Discovery Landing Page Test |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | 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 a value proposition first needs to be checked for resonance, it condenses the idea onto a focused entry page. It shows whether language and offering carry interest. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | High | Medium | Low |
Timedifferent | 1-4 Wochen | 1-5 Tage | 25-40 min |
Participantsdifferent | 1-6 | Nutzertraffic | 1-5 |
Formatdifferent | Async | Async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | Landing Page, Conversion Data, Learning Summary | Learning Card with evidence and next action |
Tags1 shared | ExperimentsGrowthAnalyticsValidation | ValidationConversionMarketing | ExperimentsValidationDiscoveryLearning |
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