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| Criterion |  UX Research HEART Framework |  UX Research First-click Testing |  UX Research Card Sorting |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard. | 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. | 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. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | 120 min initial, dann laufend | 1-2 Tage | 20-45 min | 30-60 min |
Participantsdifferent | 3-6 | 10-30 | Based on research question | 2-6 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Click Heatmap, Success Rate, Design Recommendations | Content groups, Label set, IA hypotheses | Counter Metric List, Guardrail Definitions |
Tagsno overlap | MetricsUX researchMeasurementSatisfaction | UXNavigationFindabilityValidation | Information architectureNavigationStructure | MetricsMeasurementStrategyExperiments |