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| Criterion |  Growth Funnel Analysis |  Delivery MoSCoW |  Product Discovery Assumption Mapping |  Decision Making Risk Matrix |
|---|---|---|---|---|
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 a release carries too many demands and priorities are only ever negotiated, MoSCoW creates clear boundaries for the next cut. Must, Should, Could, and Won't make commitment, room for maneuver, and trade-off logic visible to everyone involved. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 1-3 h | 30-90 min | 45-60 min | 30-60 min |
Participantsdifferent | 1-5 | 3-12 | 2-8 | 3-10 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Prioritized Backlog, Release Scope, Tradeoff Notes | Assumption map, Test backlog, Risk ranking | Risk Matrix, Top Risk List |
Tagsno overlap | AnalyticsConversionGrowth | PrioritizationScopeDecision | AssumptionsRiskExperimentsValidation | RiskDecisionPrioritizationAssessment |