There are various kinds of peelers on the market. However, due to the unclearness of Product Semantics, it leads to diverse gesture of subjects. This study improved one of the peelers on the market. This improvement analyzed subjects' acceptance of implication manner and found out the most comfortable proportion (size of the peeler). At the beginning of the research, picked 12 subjects randomly and observe subjects' holding methods. After a series of statistical analysis and comparison, aim the research on the downward holding method. Next, picked another 12 peeler subjects randomly and record 4 different set of body measurement while using the peeler, then combine the data and the product semantic to improve the design of the peeler. Finally, through Statistical analysis and T-test to confirm the outcome (new improved design of the peeler) fits subjects' expectation.When the implicative sign or traits on the appearance of products are added, it would lead subjects to use the product in the original (correct) manner. This kind of improvement by Product Semantics is acceptable. The result showed the best holding position of the peeler have to fit the following conditions. 1. The holding position of the peeler has to be downward holding. 2. The distance between the thumb and the blade of the peeler has to be 8 cm. 3. The angle of the thumb and index finger while holding the peeler has to be 80 degrees.