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| Criterion |  Product Discovery Assumption Mapping |  Knowledge Modeling Concept Mapping |  Product Discovery Smoke Test |  Knowledge Modeling Knowledge Mapping |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 45-60 min | 1-2 h | 1-5 Tage | 1-3 h |
Participantsdifferent | 2-8 | 1-8 | Nutzertraffic | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Concept Map, Relationship Labels, Knowledge Gaps | Interest Metrics, Conversion Signal, Learning Note | Knowledge Map, Critical Knowledge Areas, Transfer Plan |
Tagsno overlap | AssumptionsRiskExperimentsValidation | KnowledgeConceptsMappingSensemaking | ValidationExperimentsDemandGrowth | KnowledgeMappingRisk |