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Criterion
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper illustration of Stakeholder Salience Model with its method-specific working model.
Facilitation
Stakeholder Salience Model
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
Paper illustration of a Learning Card with four fields for hypothesis, observation, insight, and action.
Product Discovery
Learning Card
Purposedifferent
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 stakeholders appear to matter very differently, the Stakeholder Salience Model rates their actual priority through power, legitimacy, and urgency. It turns individual contributions into a visible selection. The result is captured as a Salience diagram and a class-based strategy.When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small.The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible.
Complexitydifferent
HighMediumMediumLow
Timedifferent
1-4 Wochen60-90 min1-5 Tage25-40 min
Participantsdifferent
1-63-6Nutzertraffic1-5
Formatdifferent
AsyncWorkshopAsyncWorkshop + async
Outputdifferent
Experiment results, Decision log, Learning summarySalience Diagram, Strategy per ClassClick Data, Interest Signal, Learning DecisionLearning Card with evidence and next action
Tagsno overlap
ExperimentsGrowthAnalyticsValidation
StakeholdersFacilitationAlignmentGovernance
ValidationExperimentsDemandDiscovery
ExperimentsValidationDiscoveryLearning
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