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| Criterion |  Growth Funnel Analysis |  Decision Making Red Teaming |  Decision Making Argument Mapping |  Growth Flywheel |
|---|---|---|---|---|
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. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 1-3 h | 1-4 h | 1-3 h | 60-120 min |
Participantsdifferent | 1-5 | 3-8 | 1-8 | 3-8 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Challenge Findings, Risk Register, Mitigation Plan | Argument Map, Evidence Gaps, Decision Rationale | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog |
Tagsno overlap | AnalyticsConversionGrowth | RiskDecisionSensemaking | SensemakingDecisionRationale | GrowthRetentionConversion |