Sugargoo Review and Sugargoo Spreadsheet have achieved a deep integration that revolutionizes the way Adidas Ultra4D shoes are recommended to consumers. This intelligent recommendation engine is powered by semantic analysis of thousands of user reviews, creating a "foot shape - scenario - shoe model" matching model that enhances the shopping experience for customers.For customers with flat feet, the system leverages the analysis to recommend the top 3 shoe models with the highest support scores. This recommendation is further enriched by associating it with heat maps of arch pressure distribution tested by real runners, providing a visual and data-driven approach to selecting the most suitable footwear.When it comes to night running scenarios, the integration goes beyond just shoe features by incorporating brightness test data of 3M reflective strips and Visibility scores. This ensures that not only is the shoe comfortable and supportive, but it also meets the safety requirements for visibility during low-light activities.The Sugargoo Spreadsheet, available at https://www.sugargoospreadsheet.shop, serves as a comprehensive tool that harnesses this data to provide personalized and informed recommendations. It's a testament to how technology can enhance traditional shopping methods, making them more intuitive and user-centric.This integration is a significant step forward in the world of e-commerce, particularly for the sportswear industry. It showcases the potential of combining user-generated content with advanced data analysis to create a more personalized and effective shopping experience.