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Criterion
Paper illustration of Hooked Model with its method-specific working model.
Growth
Hooked Model
A hypothetical failure makes concrete risks, signals, and fitting mitigations visible.
Decision Making
Pre-Mortem
Paper illustration for Flywheel.
Growth
Flywheel
Purposedifferent
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.In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures.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
MediumLowMedium
Timedifferent
Multiple workshops over several weeks20–45 min60-120 min
Participantsdifferent
2-8Small cross-functional group3-8
Formatdifferent
Workshop + asyncWorkshopWorkshop
Outputdifferent
Hooked loop, Trigger map, Reward design, Ethics checkRisk list, Mitigation plan, Assumption logFlywheel Map, Friction Points, Growth Levers, Experiment Backlog
Tagsno overlap
GrowthBehaviorRetention
RiskDecisionFailurePlanning
GrowthRetentionConversion
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Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing
Paper illustration for Constraint Analysis.
Decision Making
Constraint Analysis
Paper illustration for Failure Scenario Analysis.
Engineering
Failure Scenario Analysis
Funnel Analysis workspace showing the question, observations, and next decision.
Growth
Funnel Analysis