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| Criterion |  UX Research Personas |  Product Discovery Assumption Mapping |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 1-3 Tage | 45-60 min | 25-40 min |
Participantsdifferent | Internes Team | 2-8 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Assumption map, Test backlog, Risk ranking | Learning Card with evidence and next action |
Tagsno overlap | ResearchCustomerSynthesis | AssumptionsRiskExperimentsValidation | ExperimentsValidationDiscoveryLearning |
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