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| Criterion |  Growth Funnel Analysis |  Business Strategy Strategy Execution Loop |  Product Discovery Learning Card |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | The Strategy Execution Loop helps avoid treating strategy as a one-off document. It makes visible how strategic decisions are turned into objectives, initiatives, operational work, measurement, and learning. | 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. |
Complexitydifferent | Medium | High | Low | High |
Timedifferent | 1-3 h | Initial 3-6 h, then monthly or quarterly reviews | 25-40 min | 1-4 Wochen |
Participantsdifferent | 1-5 | 5-12 | 1-5 | 1-6 |
Formatdifferent | Async | Workshop + async | Workshop + async | Async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Execution Loop, Review Cadence, Strategic Learning Log | Learning Card with evidence and next action | Experiment results, Decision log, Learning summary |
Tagsno overlap | AnalyticsConversionGrowth | ExecutionCadenceLearningGovernance | ExperimentsValidationDiscoveryLearning | ExperimentsGrowthAnalyticsValidation |