Introduction The growth of mobile commerce has transformed the retail industry. Consumers increasingly prefer shopping through mobile devices because of the convenience, speed, and accessibility they provide. Smartphones have become the primary shopping tool for millions of users worldwide, allowing them to browse products, compare prices, read