The Flutter eCommerce App with Firebase" aims to solve challenges related to the shopping experience by providing a versatile, robust, and enjoyable mobile application. It likely addresses issues such as user interface design, product management, security, and backend efficiency to create a comprehensive solution for both customers and developers.