Checkout Conversion Optimization is a methodological framework within e-commerce analytics that systematically enhances the efficiency of transactional checkout processes by identifying and eliminating usability, cognitive, and technical barriers that impede customer conversion, thereby increasing the proportion of completed purchases relative to initiated sessions.