Sugargoo Review and Sugargoo Spreadsheet have achieved a deep integration that revolutionizes the way Adidas Ultra4D shoes are recommended to customers. By harnessing the power of artificial intelligence and data analysis, this integration has created a smart recommendation engine that tailors shoe suggestions based on individual needs and preferences.The Spreadsheet component of this system has conducted a semantic analysis of tens of thousands of user reviews, enabling the construction of a "foot shape - scenario - shoe model" matching model. This model is designed to provide personalized recommendations that align with the unique characteristics of each user's feet and the specific scenarios in which they intend to use the shoes.For instance, when a user with flat feet is shopping for shoes, the system leverages its database to recommend the top three models with the highest support scores. This recommendation is further enhanced by linking to heat maps of arch pressure distribution tested by runners, providing a visual representation of how the shoe will support the user's foot.For night running scenarios, the system integrates brightness test data of 3M reflective strips along with Visibility scores. This ensures that the recommended shoes not only meet the comfort and support requirements but also offer the necessary safety features for visibility during low-light conditions.The integration of Sugargoo Review and Spreadsheet represents a significant advancement in the field of e-commerce, particularly for the sportswear industry. It offers a personalized shopping experience that goes beyond traditional product listings, providing customers with data-driven insights that help them make informed decisions.To explore the full capabilities of this integration and to access the detailed data and recommendations, visit the Sugargoo Spreadsheet shop at https://www.sugargoospreadsheet.shop.