A corporation which is aiming to create a world class brand should evaluate its existing product portfolio as a first step to configure its future products better. Therefore, this study is performed with the collaboration of Temsa Global Company, who desires to create a global brand in the commercial vehicle area: Temsa. The aim of the study is to find out the relationship between the brand specific design characteristics and visual product design features with a semantic approach, through a case study on a local commercial vehicle manufacturer: Temsa Global Company.