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| Criterion |  UX Research Affinity Diagramming |  Product Strategy Counter Metrics |  Facilitation Stakeholder Mapping |
|---|---|---|---|
Purposedifferent | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | 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 an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. |
Complexitysame | Low | Low | Low |
Timedifferent | 45–90 min | 30-60 min | 60–90 min |
Participantsdifferent | 3-10 | 2-6 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Counter Metric List, Guardrail Definitions | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | SynthesisQualitativeRoot cause | MetricsMeasurementStrategyExperiments | StakeholdersAlignmentFacilitationChange |
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