To control the design of your online store, choose a WordPress theme that is compatible with WooCommerce. It is recommended to choose a theme that closely matches your desired design to minimize customization efforts. An example of a WooCommerce compatible theme is Botiga. Keep in mind that while WordPress allows for extensive customization, relying on a theme that aligns with your vision can minimize manual coding.