RICE.tools

Real-time feature prioritization for distributed teams.

▸ start_session()
Ready to get started?
Upload your feature list and start making data-driven prioritization decisions with your team.

Upload your feature list

.txt, .md, or .csv — or paste below

or
-- try:
SAMEDL
▸ how_it_works()

Three simple steps

Get your priorities straightened up.

Get started in minutes
1

Upload your feature list

CSV: first column becomes features (header ignored)
MD: every non-empty line becomes a feature
TXT: each line is a feature

2

Share link with your team

Collaborate in real-time with clean, shareable URLs.

3

Do it sync or async

Score features together live, or work at your own pace.

▸ what-is-rice()

What is RICE?

A framework to identify which projects to prioritize.

R
Reach

How many customers will be impacted within a specific time frame?

I
Impact

How much will it impact each user? Use scale 0.25-3 since this can be tough to assign.

C
Confidence

Assign a percentage to how sure you are that your product will resonate with consumers.

E
Effort

How easy or difficult is the project based on how many people you need on your team?

▸ complete_guide()

The complete guide to RICE

Master the art of feature prioritization.

RICE scoring reference
impactmeaning
0.25Minimal
0.5Low
1Medium
2High
3Massive
-- formula
rice_score = (R × I × C%) / E
Higher scores = higher priority

▸ faq()

Frequently asked questions

Common questions about RICE and this platform.