Recommendation agent impact on consumer online shopping: The Movie Magic case study

► This study assesses the impact of a recommendation agent (RA) on customer shopping. ► The results indicate that RA affects product promotion effectiveness. ► Product promotion effectiveness influences consumer satisfaction with the website. ► Consumer satisfaction with the website is a determinant of consumer loyalty. ► The paper discusses the study implications for system developers and managers.