Usage-Based Customer Segmentation categorizes customers based on interaction frequency, engagement levels, and CRM activity patterns. By analyzing behavioral trends, businesses create personalized marketing campaigns, loyalty programs, and customer retention strategies. AI-driven engagement-based segmentation ensures that high-value customers receive priority outreach, while low-engagement users get re-engagement initiatives. This data-driven approach enhances customer experiences, boosts retention, and optimizes CRM sales and marketing efforts.