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| Criterion |  Knowledge Modeling Concept Mapping |  Growth Funnel Analysis |  Decision Making Red Teaming |  Growth A/B Testing |
|---|---|---|---|---|
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 two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Medium | High | High |
Timedifferent | 1-2 h | 1-3 h | 1-4 h | 1-4 Wochen |
Participantsdifferent | 1-8 | 1-5 | 3-8 | 1-6 |
Formatdifferent | Workshop + async | Async | Workshop | Async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Funnel report, Drop-off analysis, Optimization hypotheses | Challenge Findings, Risk Register, Mitigation Plan | Experiment results, Decision log, Learning summary |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | AnalyticsConversionGrowth | RiskDecisionSensemaking | ExperimentsGrowthAnalyticsValidation |