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| Criterion |  Growth Funnel Analysis |  Growth Flywheel |  Architecture LASR (Lightweight Approach for Software Reviews) |  Growth Hooked Model |
|---|---|---|---|---|
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. | 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. | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 60-120 min | 3–4 h for initial assessment; preparation and deeper analysis additional | Multiple workshops over several weeks |
Participantsdifferent | 1-5 | 3-8 | 1 or a small team; particularly suitable for 3–4 people | 2-8 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | Hooked loop, Trigger map, Reward design, Ethics check |
Tagsno overlap | AnalyticsConversionGrowth | GrowthRetentionConversion | ArchitectureQualityRiskAssessmentLean | GrowthBehaviorRetention |