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| Criterion |  Product Strategy KPI Tree |  UX Research HEART Framework |  Decision Making Assumption Surfacing |
|---|---|---|---|
Purposedifferent | 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. | 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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 90-180 min initial, dann laufend | 120 min initial, dann laufend | 45-90 min |
Participantsdifferent | 3-8 | 3-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | KPI Tree, Owner List | HEART-GSM Table, Dashboard | Assumption List, Critical Assumptions, Learning Plan |
Tagsno overlap | MetricsStrategyAlignmentMeasurement | MetricsUX researchMeasurementSatisfaction | AssumptionsRiskDecisionDiscovery |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
