RICE Prioritization Calculator
Score feature requests with Reach, Impact, Confidence, and Effort so votes become a ranked backlog.
RICE Prioritization Calculator
Score a feature request with Reach, Impact, Confidence, and Effort so votes become a ranked backlog instead of a popularity contest.
Formula: RICE = (Reach × Impact × Confidence) ÷ Effort
Feature inputs
Use unique voters for reach when you have a public board.
RICE score
Higher scores should be reviewed for the roadmap first.
640.0
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Prioritize live votes in Featul
Collect feature requests, see unique voters, and move scored work onto a public roadmap.
How to use RICE with a feedback board
- Set Reach to unique voters or affected customers, not raw upvotes.
- Keep Impact on the 0.25–3 scale so scores stay comparable.
- Lower Confidence when the request is a single anecdote.
- Split large efforts so one epic does not bury several smaller wins.