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| Criterion |  Growth Funnel Analysis |  Growth Hooked Model |  Product Discovery Assumption Mapping |  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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | Multiple workshops over several weeks | 45-60 min | 60-120 min |
Participantsdifferent | 1-5 | 2-8 | 2-8 | 3-8 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Hooked loop, Trigger map, Reward design, Ethics check | Assumption map, Test backlog, Risk ranking | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog |
Tagsno overlap | AnalyticsConversionGrowth | GrowthBehaviorRetention | AssumptionsRiskExperimentsValidation | GrowthRetentionConversion |