ICE Scoring Framework
Prioritizing growth experiments by scoring each on Impact, Confidence, and Ease. Simple 1-10 scoring system that prevents analysis paralysis in growth teams.
When to Use
Use when your team has a backlog of growth experiment ideas and needs a systematic way to prioritize. Best for weekly growth team sprint planning.
Origin & Background
Created by Sean Ellis, the father of growth hacking. Designed to help growth teams quickly prioritize experiment ideas without lengthy deliberation.
Framework Steps
Score Impact (1-10)
How much will this move the North Star metric if successful?
Score Confidence (1-10)
How confident are you this will work, based on data/precedent?
Score Ease (1-10)
How easy is this to implement? Consider time, resources, dependencies.
Calculate ICE Score
Average the three scores. Rank experiments by total score.
Run Top Experiments
Execute the top 2-3 experiments per sprint. Measure and learn.
Applied Scenarios
ICE Scoring for Content Prioritization
Use ICE framework to prioritize content creation across topics, formats, and channels.
View application →ICE for Conversion Rate Optimization
Applying ICE scoring to prioritize CRO tests across landing pages, signup flows, and checkout processes for maximum revenue impact.
View application →ICE for Marketing Channel Testing
Using ICE scoring to systematically test and prioritize marketing channels, allocating budget to channels with the highest expected return.
View application →ICE for Product Experiment Prioritization
Prioritize product experiments and A/B tests using ICE framework.
View application →ICE for Product Feature Prioritization
Adapting ICE scoring to prioritize product features and improvements based on their expected impact on key metrics.
View application →ICE for Technical Debt Prioritization
Using ICE scoring to prioritize which technical debt items to address, balancing engineering quality with business impact.
View application →ICE for Weekly Growth Sprint Planning
Using ICE scoring to prioritize growth experiments in weekly sprint planning, ensuring the team always works on the highest-impact ideas.
View application →Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO
Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council