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| Criterion |  Decision Making Pre-Mortem |  Growth Hooked Model |  Decision Making Risk Matrix |  Product Strategy ICE Scoring |
|---|---|---|---|---|
Purposedifferent | 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. | 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 a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. | 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. |
Complexitydifferent | Low | Medium | Low | Low |
Timedifferent | 20–45 min | Multiple workshops over several weeks | 30-60 min | 30-60 min |
Participantsdifferent | Small cross-functional group | 2-8 | 3-10 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Risk list, Mitigation plan, Assumption log | Hooked loop, Trigger map, Reward design, Ethics check | Risk Matrix, Top Risk List | ICE Table, Top Idea List |
Tagsno overlap | RiskDecisionFailurePlanning | GrowthBehaviorRetention | RiskDecisionPrioritizationAssessment | PrioritizationScoringGrowthDecision |