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Wittelsbach AI is a tool that examines marketing activity for ecommerce businesses and highlights patterns in how creative assets perform. It reviews images, text variations, and message themes used in ads and identifies the elements that appear most often in higher-performing campaigns. The platform is designed for Shopify stores and focuses on making performance information easier to understand without requiring technical expertise. Users can explore trends in their advertising, compare creative variations, and see how customer responses shift over time. The goal is to help ecommerce teams interpret large amounts of marketing data in a clear, structured way so they can make more informed decisions about future creative direction.