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| Criterion |  Growth Hooked Model |  Engineering Goal Question Metric |  Product Strategy ICE Scoring |  Product Strategy Counter Metrics |
|---|---|---|---|---|
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. | 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. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | Multiple workshops over several weeks | 90-180 min | 30-60 min | 30-60 min |
Participantsdifferent | 2-8 | 3-6 | 2-8 | 2-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | GQM Table, Metric Profiles | ICE Table, Top Idea List | Counter Metric List, Guardrail Definitions |
Tagsno overlap | GrowthBehaviorRetention | MetricsMeasurementEngineeringAlignment | PrioritizationScoringGrowthDecision | MetricsMeasurementStrategyExperiments |