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| Criterion |  Product Strategy RICE Scoring |  UX Research HEART Framework |  Product Strategy ICE Scoring |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | When many initiatives compete for the same resources, it brings reach, impact, confidence, and effort into one shared ranking. It makes prioritization economically connectable. | 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. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | 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 | Medium | Medium | Low | Low |
Timedifferent | 60-90 min | 120 min initial, dann laufend | 30-60 min | 30-60 min |
Participantsdifferent | 2-10 | 3-6 | 2-8 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | RICE Scores, Ranked List, Assumption Log | HEART-GSM Table, Dashboard | ICE Table, Top Idea List | Counter Metric List, Guardrail Definitions |
Tagsno overlap | PrioritizationScoringRoadmapTradeoffs | MetricsUX researchMeasurementSatisfaction | PrioritizationScoringGrowthDecision | MetricsMeasurementStrategyExperiments |