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