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| Criterion |  Knowledge Modeling Concept Mapping |  Product Discovery Smoke Test |  Product Discovery Test Card |
|---|---|---|---|
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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-2 h | 1-5 Tage | 20-35 min |
Participantsdifferent | 1-8 | Nutzertraffic | 1-5 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Interest Metrics, Conversion Signal, Learning Note | Test Card with a pre-set threshold |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | ValidationExperimentsDemandGrowth | ExperimentsValidationDiscoveryHypothesis |
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