This study aims to measure the level of customer satisfaction with the Kuantar online transportation service and to identify which service attributes should be prioritized for improvement or maintained for quality. The method used in this research is the Importance Performance Analysis (IPA) approach, which maps the gap between the level of importance and performance of services based on custom…