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| Criterion |  Growth Funnel Analysis |  Product Discovery Smoke Test |  Decision Making Force Field Analysis |
|---|---|---|---|
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. | In change initiatives, supporting and restraining forces sit at the table at the same time. Force Field Analysis makes these tensions explicit and shows where change can be pushed forward by strengthening or relieving. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-3 h | 1-5 Tage | 45-90 min |
Participantsdifferent | 1-5 | Nutzertraffic | 3-12 |
Formatdifferent | Async | Async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Interest Metrics, Conversion Signal, Learning Note | Force Field Map, Change Levers, Risk Notes |
Tagsno overlap | AnalyticsConversionGrowth | ValidationExperimentsDemandGrowth | ChangeDecisionStrategy |
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