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Business & ProductIntermediate

What is RICE Scoring?

A prioritisation framework that scores features based on Reach, Impact, Confidence, and Effort.

Why It Matters

RICE provides an objective way to compare feature ideas and avoid decisions based purely on opinion.

Real-World Example

A feature reaching 10,000 users with high impact and low effort scores higher than one reaching 100 users.

“Understanding terms like RICE Scoring matters because it helps you have better conversations with developers and make smarter decisions about your software. You do not need to be technical. You just need to know enough to ask the right questions.”

Callum Holt, Founder, 13Labs

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