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| Criterion |  UX Research Customer Journey Mapping |  Decision Making Pre-Mortem |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. | In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Low | High |
Timedifferent | 2-4 h | 20–45 min | 1-4 Wochen |
Participantsdifferent | 4-10 | Small cross-functional group | 1-6 |
Formatdifferent | Workshop | Workshop | Async |
Outputdifferent | Journey Map, Pain-point List, Opportunity Backlog | Risk list, Mitigation plan, Assumption log | Experiment results, Decision log, Learning summary |
Tagsno overlap | JourneyServiceService design | RiskDecisionFailurePlanning | ExperimentsGrowthAnalyticsValidation |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
