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| Criterion |  Knowledge Modeling Knowledge Mapping |  Product Discovery Smoke Test |  Product Discovery MVP Test Matrix |
|---|---|---|---|
Purposedifferent | 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. | 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. | When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 45-75 min |
Participantsdifferent | 3-12 | Nutzertraffic | 2-8 |
Formatdifferent | Workshop | Async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Interest Metrics, Conversion Signal, Learning Note | Test Matrix, Test Plan |
Tagsno overlap | KnowledgeMappingRisk | ValidationExperimentsDemandGrowth | ExperimentsValidationDiscoveryOptions |
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