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| Criterion |  Product Strategy Counter Metrics |  UX Research HEART Framework |  Product Strategy GIST Planning |  Business Strategy GAP Analysis |
|---|---|---|---|---|
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. | Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard. | GIST Planning helps clarify target groups, value, goals, and priorities. It links customer value, product logic, and decision priorities, and captures the result as goals, an idea bank, and a step-project list. | GAP Analysis compares the current state with a target picture and makes the distance manageable. It becomes useful when, ahead of new initiatives, it must become clear which capabilities, processes, or resources are missing. |
Complexitydifferent | Low | Medium | Medium | Medium |
Timedifferent | 30-60 min | 120 min initial, dann laufend | Wochen bis Monate je Goal | 1-3 h |
Participantsdifferent | 2-6 | 3-6 | 3-10 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | HEART-GSM Table, Dashboard | Goals, Idea bank, Step-project list, Tasks, Learning reports | Gap Matrix, Action Plan, Risk Notes |
Tagsno overlap | MetricsMeasurementStrategyExperiments | MetricsUX researchMeasurementSatisfaction | RoadmapOutcomesPlanningExperiments | StrategyAnalysisPlanning |