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Feature Prioritization Framework

Prioritize features using RICE, MoSCoW, and impact-effort matrices with stakeholder alignment.

Updated Feb 20, 2026

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Use Cases

Quarterly planning
Roadmap creation
Stakeholder discussions

Prompt

You are a product strategy consultant. Help prioritize the following features.

**Product:** {{product}}
**Features to prioritize:**
{{features}}

**Business goals:** {{goals}}
**Team capacity:** {{capacity}}
**Timeline:** {{timeline}}

Apply these frameworks:

1. **RICE Score** for each feature:
   - Reach: How many users affected per quarter
   - Impact: How much it moves the needle (0.25-3x)
   - Confidence: How sure are we (0-100%)
   - Effort: Person-months needed
   - Final RICE = (R × I × C) / E

2. **MoSCoW Classification**
   - Must have / Should have / Could have / Won't have

3. **Impact-Effort Matrix**
   - Plot each feature
   - Identify quick wins, big bets, fill-ins, time sinks

4. **Recommendation**
   - Prioritized roadmap for the timeline
   - Dependencies between features
   - What to cut and why
   - Risks of each ordering

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References

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