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| Criterion |  Growth Funnel Analysis |  Business Strategy Strategy Execution Loop |  Product Discovery Smoke Test |  Growth Growth Experiment |
|---|---|---|---|---|
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. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | 1-3 h | Initial 3-6 h, then monthly or quarterly reviews | 1-5 Tage | 1-2 Wochen |
Participantsdifferent | 1-5 | 5-12 | Nutzertraffic | 1-6 |
Formatdifferent | Async | Workshop + async | Async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Execution Loop, Review Cadence, Strategic Learning Log | Interest Metrics, Conversion Signal, Learning Note | Experiment card, Result summary, Next bet |
Tagsno overlap | AnalyticsConversionGrowth | ExecutionCadenceLearningGovernance | ValidationExperimentsDemandGrowth | MarketingGrowthExperimentsLearning |