The purpose of this study is to optimize the experimental design for Taiwan sweet potato No. 57 powder using Taguchi's L18 method. This involves a stringent process for making Chiffon cake, ensuring quality control, and evaluating it through a standardized procedure to develop the Sweet Potato Chiffon Cake. Taguchi's method, specifically the S/N ratio, was used to assess the best recipe in terms of cake baking loss and cake volume. We conducted a survey with 112 subjects to test the Sweet Potato Chiffon Cake. To ensure reliable market research data, we analyzed the data based on a randomized selection of subjects' gender, age, job occupation, education, preference for sweetness, and sweetie marketing behaviors. The results showed a significant increase in consumer satisfaction regarding the cake's color, taste, smell, quality, and marketing behavior. We conclude that the Sweet Potato Chiffon Cake has market value when developed under Taguchi's method. This approach can reduce the risk associated with development and budget control, and also ensures timeliness in the development and launch of new products to meet consumer needs.