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 In recent years, the expansion of e-commerce has been exponential. An online transaction begins when a seller posts products for sale, customers express interest, assess the products' specifications, costs, and delivery options, purchase the items they want, and then complete the checkout process (Ribadu & Rahman, 2019). The importance of e-commerce in determining how effectively online retailers can use cutting-edge technologies to deliver customer satisfaction value is demonstrated by the fact that tailoring these products to specific markets and targeted customer groups boosts online retail sales volumes and lowers the costs for updated information that customers access. In recent years, the expansion of e-commerce has been exponential. An online transaction begins when a seller posts products for sale, customers express interest, assess the products' specifications, costs, and delivery options, purchase the items they want, and then complete the checkout process (Rib...