Prioritize features using data-driven RICE framework
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Reach: How many users will this feature impact per time period? (e.g., users/quarter)
Impact: How much will this impact each user? (3=Massive, 2=High, 1=Medium, 0.5=Low, 0.25=Minimal)
Confidence: How confident are you in your estimates? (100%=High, 80%=Medium, 50%=Low)
Effort: How much work will this take? (in person-months)
RICE Score = (Reach × Impact × Confidence) / Effort