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| Criterion |  Growth Funnel Analysis |  Product Discovery Smoke Test |  Decision Making RAPID |
|---|---|---|---|
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 complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 45-90 min |
Participantsdifferent | 1-5 | Nutzertraffic | 3-12 |
Formatdifferent | Async | Async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Interest Metrics, Conversion Signal, Learning Note | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | AnalyticsConversionGrowth | ValidationExperimentsDemandGrowth | DecisionRolesGovernance |
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