Superbuy, a leading platform for international shopping, has taken a significant step forward by integrating its review system with the Superbuy Spreadsheet, creating an intelligent recommendation engine for Adidas Ultra4D shoe purchases. This integration leverages semantic analysis of thousands of user reviews to construct a "foot shape - scenario - shoe model" matching model, providing personalized recommendations based on individual needs.For customers with flat feet, the system utilizes a sophisticated algorithm that recommends the top 3 models with the highest support scores. This is further enhanced by correlating the recommendations with heat maps of arch pressure distribution tested by actual runners, ensuring that the suggested shoes not only meet the aesthetic but also the functional requirements of the user.When it comes to night running scenarios, the integration goes beyond mere shoe recommendations. It incorporates brightness test data of 3M reflective strips and Visibility scores, ensuring that the shoes not only provide comfort and support but also enhance safety during low-light conditions.The Superbuy Spreadsheet, available at https://www.superbuyspreadsheet.shop, is a testament to the company's commitment to providing a comprehensive and data-driven shopping experience. By analyzing user feedback and incorporating it into their recommendation engine, Superbuy is setting a new standard in the world of online retail, particularly for niche markets like performance footwear.This innovative approach not only streamlines the shopping experience for customers but also empowers them with the information they need to make informed decisions. The integration of Superbuy Review and Spreadsheet is a prime example of how technology can be harnessed to enhance customer satisfaction and loyalty in the retail sector.