A prioritization scoring framework that ranks opportunities by four factors: Reach (how many users are affected), Impact (how much it improves the experience per user), Confidence (how certain the team is in its estimates), and Effort (how much work is required). RICE scores create a defensible, consistent basis for prioritization discussions that would otherwise devolve into subjective debate.