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| Criterion |  UX Research Affinity Diagramming |  UX Research Surveys |  Product Discovery Concierge MVP |  UX Research Empathy Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | When an idea can first fail or grow through genuine hands-on support, it relies on manual work instead of automation. It shows whether user value holds up even under manual execution. | 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 | Low | Medium | Medium | Low |
Timedifferent | 45–90 min | 3-14 Tage | 1-4 Wochen | 30–60 min |
Participantsdifferent | 3-10 | 50+ | 3-10 Kunden | 4-8 |
Formatdifferent | Workshop | Async | Workshop + async | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Survey Results, Charts, Segment Insights | Concierge Learnings, Service Blueprint, MVP Risks | Empathy Map, Assumptions List, Research Gaps |
Tagsno overlap | SynthesisQualitativeRoot cause | QuantitativeResearchValidation | MVPValidationServiceDiscovery | SynthesisQualitativeWorkshop |