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CAPM Practice: Demonstrate an understanding of product roadmaps

Question 58 of 67 in Demonstrate an understanding of product roadmaps

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What is 'RICE scoring' and how is it used for product roadmap prioritization?

Show answer & explanation

Correct answer: Reach × Impact × Confidence ÷ Effort — a formula that produces a priority score for roadmap items by combining how many users are affected, how much impact is expected, confidence in the estimate, and implementation effort

Explanation

RICE scoring makes prioritization data-driven: Reach (how many users affected per period), Impact (effect on each user: massive=3, high=2, medium=1, low=0.5, minimal=0.25), Confidence (how certain the estimates are, as %), and Effort (person-months). Higher RICE scores indicate better ROI.

**Why not A:** RICE is not a nutritional or metaphorical framework. It is a specific, quantitative prioritization formula with four defined components (Reach, Impact, Confidence, Effort) used to produce numerical priority scores for product roadmap items.

**Why not B:** RICE scoring is not limited to portfolio-level executive decisions. It is commonly used at the product team level for prioritizing individual features and roadmap items, making it a practical day-to-day prioritization tool rather than a high-level executive framework.

**Why not C:** RICE is the opposite of randomized — it is a structured, data-driven formula designed to reduce bias by quantifying prioritization criteria. Each component requires specific estimates, producing objective scores rather than random or subjective rankings.

Key Concept

This question covers Demonstrate an understanding of product roadmaps under Demonstrate an understanding of product roadmaps (Business Analysis Frameworks).

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