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| Criterion |  Product Strategy KPI Tree |  Product Discovery MVP Test Matrix |  Product Strategy Counter Metrics |  Product Discovery Learning Card |
|---|---|---|---|---|
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. | When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. | 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. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | 90-180 min initial, dann laufend | 45-75 min | 30-60 min | 25-40 min |
Participantsdifferent | 3-8 | 2-8 | 2-6 | 1-5 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | KPI Tree, Owner List | Test Matrix, Test Plan | Counter Metric List, Guardrail Definitions | Learning Card with evidence and next action |
Tagsno overlap | MetricsStrategyAlignmentMeasurement | ExperimentsValidationDiscoveryOptions | MetricsMeasurementStrategyExperiments | ExperimentsValidationDiscoveryLearning |