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| Criterion |  UX Research Affinity Diagramming |  Product Strategy KPI Tree |  Facilitation Alignment Mapping |  Product Strategy Counter Metrics |
|---|---|---|---|---|
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 metrics across the organization drift apart, it arranges drivers and effects under one shared logic. It connects customer value, product logic, and decision priorities. The result is captured as a KPI tree and owner list. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. | 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 | Low | Medium | Medium | Low |
Timedifferent | 45–90 min | 90-180 min initial, dann laufend | 1-2 h | 30-60 min |
Participantsdifferent | 3-10 | 3-8 | 4-12 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | KPI Tree, Owner List | Alignment Map, Open Issues, Decision Questions | Counter Metric List, Guardrail Definitions |
Tagsno overlap | SynthesisQualitativeRoot cause | MetricsStrategyAlignmentMeasurement | AlignmentStakeholdersStrategyFacilitation | MetricsMeasurementStrategyExperiments |