It can be challenging to inject dynamic meta tags in a Shopify App Proxy, particularly for Open Graph and og:image tags. Even though page_title and page_description might render OK, consistency requires extra Liquid and backend script adjustments. Optimized previews and seamless rendering are guaranteed using testing tools such as Facebook Debugger.