Since Apple released first generation iPhone in 2007, smartphone has been recognized as the most popular consumer electronics with spotlight. Under the highly competitive environment, companies are struggling for increasing customer satisfaction to maintain customer loyalty, so that consumers are willing to purchase products again. In this study, convenience sampling has been used to investigate smartphone consumers; respondents were asked about which current and previous smartphones he used, usage time and satisfaction scores. We use factor analysis and regression model to find out which factors affect consumer satisfaction of four most popular smartphone brands in Taiwan. We also use logistic regression model to discuss whether customer satisfaction will lead customers repurchase same brand smartphone.