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| Criterion |  UX Research Customer Journey Mapping |  Business Strategy Ansoff Matrix |  Growth A/B Testing |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | 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. | 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 | Low | High | Low |
Timedifferent | 2-4 h | 45-90 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 4-10 | 2-8 | 1-6 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop + async |
Outputdifferent | Journey Map, Pain-point List, Opportunity Backlog | Ansoff Matrix, Growth Options, Risk Notes | Experiment results, Decision log, Learning summary | Counter Metric List, Guardrail Definitions |
Tagsno overlap | JourneyServiceService design | GrowthStrategyMarketPortfolio | ExperimentsGrowthAnalyticsValidation | MetricsMeasurementStrategyExperiments |