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Criterion
Paper illustration of Goal Question Metric with its method-specific working model.
Engineering
Goal Question Metric
Paper illustration of Hooked Model with its method-specific working model.
Growth
Hooked Model
Funnel Analysis workspace showing the question, observations, and next decision.
Growth
Funnel Analysis
Paper illustration for Flywheel.
Growth
Flywheel
Purposedifferent
Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs.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 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.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
MediumMediumMediumMedium
Timedifferent
90-180 minMultiple workshops over several weeks1-3 h60-120 min
Participantsdifferent
3-62-81-53-8
Formatdifferent
WorkshopWorkshop + asyncAsyncWorkshop
Outputdifferent
GQM Table, Metric ProfilesHooked loop, Trigger map, Reward design, Ethics checkFunnel report, Drop-off analysis, Optimization hypothesesFlywheel Map, Friction Points, Growth Levers, Experiment Backlog
Tagsno overlap
MetricsMeasurementEngineeringAlignment
GrowthBehaviorRetention
AnalyticsConversionGrowth
GrowthRetentionConversion
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