Setting up an Amazon online store involves creating a virtual storefront on the e-commerce platform to sell products. This process includes registering as a seller, listing items, managing inventory, setting pricing and shipping options, and optimizing product listings for search visibility. By customizing the storefront design and utilizing Amazon\'s marketing tools, businesses can enhance their online presence and drive sales through the popular platform.