About Feature Prioritization - RICE
A feature prioritization database with reach, impact, confidence, and effort inputs, calculated scores, and ranked views.
What’s included
- Feature ideas with descriptions and categories
- RICE-style scoring inputs
- Calculated ranking, charts, and in-template scoring guidance
How to use it in practice
Define the scale and time horizon before scoring a few real options together. Attach evidence to reach and impact estimates and review low-confidence inputs. Use the ranking to prompt discussion about dependencies and strategy rather than treating a numerical result as the final decision.
Set it up in your workspace
- Open the original Notion Marketplace listing and add the template to your chosen workspace while signed in. Keep its example records until you understand how the pages connect.
- Define the scale and time horizon before scoring a few real options together.
- Try one complete example before adding a large backlog. Check that its views and any calculations show what you expect, then replace the sample content with your own.
Who it suits and what to consider
Product teams making the assumptions behind backlog choices explicit. The source describes its own 1–10 input scale; inspect the formula instead of assuming a universal implementation.

