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| Criterion |  Growth Funnel Analysis |  Product Discovery Smoke Test |  Systems Thinking Evaporating Cloud |
|---|---|---|---|
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 method makes visible why two seemingly incompatible demands arise and which assumption must be tested to resolve the conflict. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 60-120 min |
Participantsdifferent | 1-5 | Nutzertraffic | 2-8 |
Formatdifferent | Async | Async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Interest Metrics, Conversion Signal, Learning Note | Conflict Cloud, Assumption List, Breakthrough Ideas, Next Experiments |
Tagsno overlap | AnalyticsConversionGrowth | ValidationExperimentsDemandGrowth | Theory of ConstraintsAssumptionsSystems thinking |
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