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| Criterion | ![]() Growth Funnel Analysis | ![]() Growth North Star Metric | ![]() Product Discovery Test Card | ![]() Growth Flywheel |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-2 h | 20-35 min | 60-120 min |
Participantsdifferent | 1-5 | 3-8 | 1-5 | 3-8 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | North Star metric, Input metric tree, Measurement cadence | Test Card with a pre-set threshold | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog |
Tagsno overlap | AnalyticsConversionGrowth | GrowthMetricsAlignmentRetention | ExperimentsValidationDiscoveryHypothesis | GrowthRetentionConversion |



