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| Criterion |  Product Discovery Kano Model |  UX Research Personas |  UX Research Empathy Mapping |
|---|---|---|---|
Purposedifferent | When features need to be distinguished by their effect on satisfaction, it makes expectations and surprises comparable. It separates basic needs, performance contribution, and delight. | 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 a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 1-2 Tage | 1-3 Tage | 30–60 min |
Participantsdifferent | 10-50 | Internes Team | 4-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Kano Matrix, Feature Classes, Priority Themes | Persona Profiles, Needs Summary, Scenario Notes | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | SatisfactionPrioritizationCustomer | ResearchCustomerSynthesis | SynthesisQualitativeWorkshop |
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