Free Tool
Feature Prioritization Matrix
Use the RICE framework to score and prioritize your product features. Find quick wins and identify your big bets.
How RICE Scoring Works
R
Reach
How many users will this feature affect?
I
Impact
How much will it improve the user experience?
C
Confidence
How confident are you in your estimates?
E
Effort
How much work is required to build it?
RICE Score = (Reach x Impact x Confidence) / Effort
Find Quick Wins
Identify high-impact features that require minimal effort to implement.
Data-Driven Decisions
Replace gut feelings with objective scoring based on the RICE framework.
Export & Share
Export your prioritized list as CSV or Markdown to share with your team.