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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
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper scorecard with four perspectives, connected objective cards and columns for measures, targets and initiatives.
Business Strategy
Balanced Scorecard
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.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.Balanced Scorecard translates strategy into a few interconnected perspectives and metrics. It holds impact, steering, and learning together in daily work instead of narrowing strategy down to financial figures.
Complexitydifferent
MediumHighHigh
Timedifferent
1-2 h Setup, laufend1-4 WochenHalber Tag bis mehrere Wochen
Participantsdifferent
2-81-64-12
Formatdifferent
Workshop + asyncAsyncWorkshop + async
Outputdifferent
AARRR funnel, Metric baseline, Experiment backlogExperiment results, Decision log, Learning summaryBalanced Scorecard, Strategic Measures, Initiative Map
Tagsno overlap
GrowthMetricsExperiments
ExperimentsGrowthAnalyticsValidation
StrategyMetricsExecution
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Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of Counter Metrics with its method-specific working model.
Product Strategy
Counter Metrics
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of a two-by-two Ansoff Matrix with four growth directions
Business Strategy
Ansoff Matrix
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping