Introduction Cart abandonment is a significant challenge for e-commerce businesses. It occurs when potential customers add products to their online shopping cart but leave the site without completing the purchase. Various factors contribute to this issue, such as unexpected costs, complex checkout processes, and security concerns. To maximize conv