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| Criterion |  UX Research Card Sorting |  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 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 |
Timedifferent | 20-45 min | 30-60 min |
Participantsdifferent | Based on research question | 2-6 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | Content groups, Label set, IA hypotheses | Counter Metric List, Guardrail Definitions |
Tagsno overlap | Information architectureNavigationStructure | MetricsMeasurementStrategyExperiments |
Often compared together
Methods with strong topical overlap with the current selection, not yet in the comparison.
