Feature Prioritization (RICE) Template

Prioritize features using Reach, Impact, Confidence, and Effort (RICE). AI-generated priority briefs.

Template guide & FAQ
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Template guide

Overview

Stop guessing what to build next. Use the RICE framework to objectively score features based on their potential impact and effort.

Who should use this template

  • Product owners
  • Heads of Product
  • Project managers

What this template covers

Scoring

  • Reach
  • Impact
  • Confidence
  • Effort

Context

  • Feature name
  • Priority notes

From responses to AI summary

FormGenyus is built for workflows where raw answers are long. Here is an illustrative example of how a summary differs from raw text (not from a live submission).

Sample raw response

Onboarding redesign: high reach, high impact, medium confidence, low effort; Analytics: low reach, high effort…

Prioritization summary

  • Top Priority: Onboarding redesign (High impact + Low effort wedge)
  • Secondary: Core feature enhancements with high confidence scores
  • Deferred: High-effort analytics dashboard due to low immediate reach

FAQ

What is RICE?
RICE stands for Reach, Impact, Confidence, and Effort—a scoring system for prioritization.