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| Criterion |  UX Research Card Sorting |  UX Research First-click Testing |  Product Strategy Counter Metrics |
|---|---|---|---|
Purposedifferent | 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. | 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 a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. |
Complexitysame | Low | Low | Low |
Timedifferent | 20-45 min | 1-2 Tage | 30-60 min |
Participantsdifferent | Based on research question | 10-30 | 2-6 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Content groups, Label set, IA hypotheses | Click Heatmap, Success Rate, Design Recommendations | Counter Metric List, Guardrail Definitions |
Tagsno overlap | Information architectureNavigationStructure | UXNavigationFindabilityValidation | MetricsMeasurementStrategyExperiments |
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