Despite being a prominent e-commerce platform with a large user base, eBay has some areas that can be enhanced. One such area is its search functionality. Presently, search results include a combination of active listings, sold items, and unavailable products, which can be frustrating for users. To address this, eBay could fine-tune its search algorithms to display only active listings by default. Furthermore, eBay could improve the user experience by implementing a more personalized and intuitive design for their homepage. At the moment, eBay showcases a random assortment of products on the homepage, irrespective of the user's preferences or recent searches. By adopting a more targeted, AI-driven strategy, user engagement could see significant improvements.