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| Criterion |  Growth Funnel Analysis |  Product Discovery Smoke Test |  Product Discovery Learning Card |  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. | 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. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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 | Low | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 25-40 min | 1-2 Wochen |
Participantsdifferent | 1-5 | Nutzertraffic | 1-5 | 1-6 |
Formatdifferent | Async | Async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Interest Metrics, Conversion Signal, Learning Note | Learning Card with evidence and next action | Experiment card, Result summary, Next bet |
Tagsno overlap | AnalyticsConversionGrowth | ValidationExperimentsDemandGrowth | ExperimentsValidationDiscoveryLearning | MarketingGrowthExperimentsLearning |