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| Criterion |  UX Research Empathy Mapping |  Decision Making Red Teaming |  Product Discovery Smoke Test |
|---|---|---|---|
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. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | 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. |
Complexitydifferent | Low | High | Low |
Timedifferent | 30–60 min | 1-4 h | 1-5 Tage |
Participantsdifferent | 4-8 | 3-8 | Nutzertraffic |
Formatdifferent | Workshop | Workshop | Async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Challenge Findings, Risk Register, Mitigation Plan | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | SynthesisQualitativeWorkshop | RiskDecisionSensemaking | ValidationExperimentsDemandGrowth |
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