Sugargoo Review and Spreadsheet have come together to create an intelligent recommendation engine for Adidas Ultra4D shoe purchases. This integration leverages the power of data analysis and user feedback to provide a personalized shopping experience.The Spreadsheet component of this system conducts a semantic analysis of thousands of user reviews, building a "foot shape - scenario - shoe model" matching model. For instance, when a customer with flat feet is shopping, the system recommends the top 3 models with the highest support scores. This is further enhanced by linking to heat maps of arch pressure distribution tested by real runners, providing a visual representation of how the shoe supports different foot types.For night running scenarios, the system integrates brightness test data of 3M reflective strips along with Visibility scores. This ensures that users not only get a shoe that fits well but also one that is safe and visible during low-light conditions.By utilizing the Sugargoo Spreadsheet, customers can make informed decisions based on a wealth of data that goes beyond simple product specifications. The integration of user reviews and scientific testing results in a comprehensive understanding of how each shoe model performs in various conditions.For more information and to experience the intelligent recommendation engine, visit Sugargoo Spreadsheet.