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| Criterion |  UX Research Empathy Mapping |  UX Research Usability Testing |  Product Discovery Smoke Test |  UX Research Affinity Diagramming |
|---|---|---|---|---|
Purposedifferent | 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. | When a product is built but people get stuck on tasks, usability testing shows the friction at concrete points. Observed use instead of self-report makes visible where orientation, understanding, or interaction breaks down. | 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 research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. |
Complexitydifferent | Low | Medium | Low | Low |
Timedifferent | 30–60 min | 1-2 h je Session | 1-5 Tage | 45–90 min |
Participantsdifferent | 4-8 | Based on research question | Nutzertraffic | 3-10 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Usability Issues, Severity List, Recommendations | Interest Metrics, Conversion Signal, Learning Note | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | SynthesisQualitativeWorkshop | ValidationUXPrototype | ValidationExperimentsDemandGrowth | SynthesisQualitativeRoot cause |