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| Criterion |  Product Discovery Smoke Test |  Growth Funnel Analysis |  Growth Growth Experiment |
|---|---|---|---|
Purposedifferent | 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 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 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 | Low | Medium | Medium |
Timedifferent | 1-5 Tage | 1-3 h | 1-2 Wochen |
Participantsdifferent | Nutzertraffic | 1-5 | 1-6 |
Formatdifferent | Async | Async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment card, Result summary, Next bet |
Tags1 shared | ValidationExperimentsDemandGrowth | AnalyticsConversionGrowth | MarketingGrowthExperimentsLearning |
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