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| Criterion |  Growth Funnel Analysis |  Decision Making Argument Mapping |  Growth Flywheel |  Knowledge Modeling IBIS |
|---|---|---|---|---|
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 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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-3 h | 60-120 min | 1-3 h |
Participantsdifferent | 1-5 | 1-8 | 3-8 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Argument Map, Evidence Gaps, Decision Rationale | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Issue Map, Positions, Argument Notes |
Tagsno overlap | AnalyticsConversionGrowth | SensemakingDecisionRationale | GrowthRetentionConversion | RationaleKnowledgeDecision |