ICE Score

ICE score is a product idea prioritization method that quantifies potential Impact, Confidence, and Ease to calculate a final ranking score. It moves beyond subjective opinions by using an evidence-guided methodology to assign numerical values to each idea.

To calculate ICE score, you provide an idea title, description, analysis, and optional metrics. The system assigns numerical scores to Impact, Confidence, and Ease, then multiplies them together (Impact x Confidence x Ease) to rank your backlog.

The best way to score product ideas objectively is to quantify their potential Impact, Confidence, and Ease using defined evidence and estimates. This methodology calculates a final score and assigns ideas into priority buckets for immediate execution or holding.

Yes, you can use ICE scoring without detailed metrics by providing an idea title, description, and analysis. While optional metrics help refine the scoring, the methodology still assigns numerical scores to Impact, Confidence, and Ease based on available evidence.

ICE scoring categorizes ideas into actionable priority buckets by computing a final score from Impact, Confidence, and Ease. It assigns ideas to specific guidance categories, such as considering immediate execution or placing the idea on hold, to direct development efforts.

You should not use ICE scoring when you lack the evidence or estimates needed to judge Impact, Confidence, and Ease, as the methodology relies on quantifying these factors. It is designed for objective decision-making and may not suit purely subjective ideas.