Feature Prioritization with RICE Scoring
Prioritize product features using the RICE framework (Reach, Impact, Confidence, Effort). Get a ranked backlog with clear justifications.
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Prompt AgentExpert
February 7, 20265910
-34
I need to prioritize the following product features using the RICE scoring framework.
Features to evaluate: {{features}}
Product context: {{context}} Target users: {{users}}
For each feature, score:
- Reach — How many users will this affect per quarter? (estimate a number)
- Impact — How much will it move the needle? (3=massive, 2=high, 1=medium, 0.5=low, 0.25=minimal)
- Confidence — How confident are you in these estimates? (100%=high, 80%=medium, 50%=low)
- Effort — Person-months to implement (lower = better)
Calculate: RICE Score = (Reach x Impact x Confidence) / Effort
Present results as:
- A ranked table with all scores
- A "quick wins" section (high score, low effort)
- A "big bets" section (high impact but high effort)
- Features you'd recommend cutting or deferring, with reasoning
Variables
List of features to prioritize
Product description and current stage
Target user segments