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| Criterion |  Product Strategy Counter Metrics |  UX Research First-click Testing |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | 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. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30-60 min | 1-2 Tage | 45-60 min |
Participantsdifferent | 2-6 | 10-30 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Click Heatmap, Success Rate, Design Recommendations | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | MetricsMeasurementStrategyExperiments | UXNavigationFindabilityValidation | AssumptionsRiskExperimentsValidation |
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