Yes, the Image Optimizer App for Shopify is designed to be versatile. It supports various image file formats commonly used in e-commerce, ensuring compatibility with your existing media library. Additionally, the app seamlessly integrates with different Shopify themes, offering a hassle-free optimization process without disrupting your store's layout or design.