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Criterion
A paper-based illustration representing Pirate Metrics (AARRR) with its core stages and visible working result.
Growth
Pirate Metrics AARRR
Paper illustration for Feynman Technique.
Knowledge Modeling
Feynman Technique
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
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.The Feynman Technique checks understanding by explaining a topic so that it stays easy for others to understand. It makes knowledge gaps visible before they become costly in everyday work.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
MediumLowHigh
Timedifferent
1-2 h Setup, laufend20-60 min1-4 Wochen
Participantsdifferent
2-811-6
Formatdifferent
Workshop + asyncAsyncAsync
Outputdifferent
AARRR funnel, Metric baseline, Experiment backlogPlain-language Explanation, Knowledge Gaps, Study NotesExperiment results, Decision log, Learning summary
Tagsno overlap
GrowthMetricsExperiments
LearningKnowledgeUnderstanding
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 of a Learning Card with four fields for hypothesis, observation, insight, and action.
Product Discovery
Learning Card
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