In the highly competitive realm of online retail, e-commerce companies are continually looking for methods to draw in more customers, enhance sales, and maximize their return on investment in advertising. One of the most impactful instruments in the PPC (Pay-Per-Click) toolkit for e-commerce firms is Shopping Ads. Shopping Ads represent a robust form of paid marketing that showcases product images, pricing, and other pertinent information directly in search results or on platforms such as Google Shopping and social media channels. To effectively utilize Shopping Ads for your e-commerce venture, it is crucial to implement