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| Criterion |  UX Research Personas |  Product Strategy Counter Metrics |  Facilitation Stakeholder Mapping |
|---|---|---|---|
Purposedifferent | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | 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. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-3 Tage | 30-60 min | 60–90 min |
Participantsdifferent | Internes Team | 2-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Counter Metric List, Guardrail Definitions | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | ResearchCustomerSynthesis | MetricsMeasurementStrategyExperiments | StakeholdersAlignmentFacilitationChange |
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