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| Criterion |  Knowledge Modeling Competency Questions |  Growth A/B Testing |  Business Strategy Ansoff Matrix |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | 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. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | 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 | High | Low | Low |
Timedifferent | 2-4 h | 1-4 Wochen | 45-90 min | 30-60 min |
Participantsdifferent | 2-8 | 1-6 | 2-8 | 2-6 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Experiment results, Decision log, Learning summary | Ansoff Matrix, Growth Options, Risk Notes | Counter Metric List, Guardrail Definitions |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | ExperimentsGrowthAnalyticsValidation | GrowthStrategyMarketPortfolio | MetricsMeasurementStrategyExperiments |