Setting up an Amazon store involves creating a seller account, listing products, optimizing product descriptions, setting prices, managing inventory, and handling customer inquiries. It requires adherence to Amazon's policies and guidelines to enhance visibility and sales. Utilizing advertising tools and monitoring performance metrics are vital for success in the competitive online marketplace.