The motorcycle sales and output value have been reduced in Taiwan. The homogeneity of product profit has more competition among the producers. In order to satisfy existing consumer demand and open up the potential demand market is becoming the most important topic. We design a structure questionnaire survey to collect the consumers' living attitude data. The factor analysis and cluster analysis are used to segment the market. Our purpose is to differentiate the consumers based on the products attribute and level. We discover that different living type attitude specialty influences the difference in the buying behavior. The design and sale plan of motorcycle should adapt the different strategy based on the living style of the motorcycle consumers.