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Criterion
Paper illustration for Golden Circle
Growth
Golden Circle
A paper-based illustration representing Pirate Metrics (AARRR) with its core stages and visible working result.
Growth
Pirate Metrics AARRR
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
In positioning and communication, what an offering actually stands for often becomes blurred. The Golden Circle sharpens a product's inner rationale and connects purpose, approach, and offering into a clear statement.For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks.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
LowMediumHigh
Timedifferent
30-60 min1-2 h Setup, laufend1-4 Wochen
Participantsdifferent
1-82-81-6
Formatdifferent
Workshop + asyncWorkshop + asyncAsync
Outputdifferent
Why Statement, Messaging Notes, Positioning DraftAARRR funnel, Metric baseline, Experiment backlogExperiment results, Decision log, Learning summary
Tagsno overlap
MarketingPositioningCommunication
GrowthMetricsExperiments
ExperimentsGrowthAnalyticsValidation
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Growth Experiment workspace showing the question, observations, and next decision.
Growth
Growth Experiment
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration of Counter Metrics with its method-specific working model.
Product Strategy
Counter Metrics