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| Criterion |  Product Discovery Concierge MVP |  UX Research First-click Testing |  UX Research Card Sorting |
|---|---|---|---|
Purposedifferent | 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 users immediately turn the wrong way on a screen or wireframe, first click testing checks initial orientation at high speed. The first click shows early whether expectation, labeling, and wayfinding fit together. | When content only makes sense internally and users can't find the structure again, card sorting exposes their mental order. Terms, groups, and naming are then aligned with the target group's expectations. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-4 Wochen | 1-2 Tage | 20-45 min |
Participantsdifferent | 3-10 Kunden | 10-30 | Based on research question |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Concierge Learnings, Service Blueprint, MVP Risks | Click Heatmap, Success Rate, Design Recommendations | Content groups, Label set, IA hypotheses |
Tagsno overlap | MVPValidationServiceDiscovery | UXNavigationFindabilityValidation | Information architectureNavigationStructure |
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