RICE Prioritization Prompt

The RICE scoring framework (Reach, Impact, Confidence, Effort) for prioritizing product features — including an AI prompt for scoring multiple features and ranking them objectively.

Syntax

product-owner-ai

Score the following features using the RICE framework:

For each feature:
- Reach: How many users affected per quarter (number)
- Impact: Effect on the goal (3=massive, 2=high, 1=medium, 0.5=low, 0.25=minimal)
- Confidence: How sure are we (100%=high, 80%=medium, 50%=low)
- Effort: Person-months required

RICE Score = (Reach × Impact × Confidence) / Effort

Rank features by score.

Example

product-owner-ai

Feature A: Automated reminders
- Reach: 500 users/quarter
- Impact: 2 (high)
- Confidence: 80%
- Effort: 1 person-month
- RICE: (500 × 2 × 0.8) / 1 = 800

Feature B: Invoice templates
- Reach: 300
- Impact: 1
- Confidence: 100%
- Effort: 0.5
- RICE: (300 × 1 × 1.0) / 0.5 = 600

Ranking: Feature A (800) > Feature B (600)