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| Criterion |  Knowledge Modeling Concept Mapping |  Growth Funnel Analysis |  Decision Making Red Teaming |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | 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. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 1-2 h | 1-3 h | 1-4 h | 1-3 h |
Participantsdifferent | 1-8 | 1-5 | 3-8 | 1-8 |
Formatdifferent | Workshop + async | Async | Workshop | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Funnel report, Drop-off analysis, Optimization hypotheses | Challenge Findings, Risk Register, Mitigation Plan | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | AnalyticsConversionGrowth | RiskDecisionSensemaking | SensemakingDecisionRationale |