Opportunity Scoring Calculator — RICE Prioritization Tool | Blackridge Research
Free Tool No Signup Updated 2026-08-13

Opportunity Scoring Calculator Interactive Calculator

Score opportunities using RICE — Reach, Impact, Confidence, Effort. The product strategist's prioritization tool.

By the analysts at Blackridge Research

Inputs

Results

What this means

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Adjust the inputs to calculate.

About the Opportunity Scoring Calculator

RICE is a powerful prioritization framework for opportunities and initiatives.

It balances reach, impact, confidence, and effort.

This calculator scores opportunities using the RICE framework.

Formula

RICE Score = (Reach × Impact × Confidence) / Effort
R
— Reach — number of users affected
I
— Impact — effect on users (1-5)
C
— Confidence — certainty of estimates (0-100%)
E
— Effort — person-months required

RICE Score = (Reach × Impact × Confidence) / Effort.

Reach is number of users. Impact is 1-5. Confidence is 0-100%. Effort is person-months.

How to use this calculator

  1. 1

    Enter reach

    Number of users affected.

  2. 2

    Enter impact

    Impact on users (1-5).

  3. 3

    Enter confidence

    Certainty of estimates (0-100%).

  4. 4

    Enter effort

    Effort required in person-months.

Example calculations

Product feature prioritization

Example 1

A feature has Reach: 10,000, Impact: 3, Confidence: 80%, Effort: 4.

RICE = (10,000 × 3 × 0.8) / 4 = 6,000.
RICE Score:
6,000
Priority:
High
The feature scores 6,000 — high priority.

Interpreting your results

RICE scores are relative, not absolute. Compare scores across opportunities.

Higher scores indicate higher priority.

Need the market data behind this calculator?

The Opportunity Scoring Calculator is only as good as its inputs. Blackridge Research publishes syndicated market reports with vetted market sizes, growth rates, and competitive landscapes across 40+ industries — and builds custom studies when the shelf report doesn't exist.

Industry applications

Business

  • Product prioritization: prioritize product features.
  • Project selection: choose between opportunities.
  • Resource allocation: allocate resources to highest RICE scores.

Construction

  • Service development: prioritize service offerings.
  • Technology investment: evaluate technology opportunities.

Research

  • Prioritization research: study RICE application.
  • Product research: analyze product prioritization.

Common mistakes to avoid

  • Using RICE for strategic decisions only

    RICE is best for operational prioritization.

  • Ignoring strategic alignment

    RICE doesn't include strategic fit.

Frequently asked questions

What does RICE stand for?

Reach, Impact, Confidence, Effort.

What is a good RICE score?

Scores are relative. Compare across opportunities.

Glossary

RICE:
Reach, Impact, Confidence, Effort — a prioritization framework.
Reach:
How many users are affected.
Impact:
How much the opportunity affects users.

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