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| Criterion |  Knowledge Modeling Knowledge Mapping |  Product Discovery Fake Door Test |  Product Discovery MVP Test Matrix |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
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 is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-5 Tage | 45-75 min | 45-60 min |
Participantsdifferent | 3-12 | Nutzertraffic | 2-8 | 2-8 |
Formatdifferent | Workshop | Async | Workshop | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Click Data, Interest Signal, Learning Decision | Test Matrix, Test Plan | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | KnowledgeMappingRisk | ValidationExperimentsDemandDiscovery | ExperimentsValidationDiscoveryOptions | AssumptionsRiskExperimentsValidation |