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| Criterion |  Product Strategy GIST Planning |  Product Strategy Counter Metrics |  Product Discovery Assumption Mapping |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | Wochen bis Monate je Goal | 30-60 min | 45-60 min | 1-4 Wochen |
Participantsdifferent | 3-10 | 2-6 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | Goals, Idea bank, Step-project list, Tasks, Learning reports | Counter Metric List, Guardrail Definitions | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary |
Tags1 shared | RoadmapOutcomesPlanningExperiments | MetricsMeasurementStrategyExperiments | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation |