One of the major challenges for museums in the 21st century is the lack of social inclusion. There has been increasing awareness concerning better accessibility for a wider variety of audiences, including visually impaired visitors, to museums. In order to meet the needs of visually impaired visitors, conjoint analysis was employed in this research to value the priority for service accessibility, and 39 visually impaired visitors were surveyed. The results show that ‘accompanying staff’ is highly desired. It could make visually impaired visitors feel more comfortable. ‘Transportation arrangement’ is also important for them because some major museums are not easy to access. The ‘assistive resources’, ‘assistive technology device’, and ‘guide services’ are extended services which could provide more information. However, ‘guide on touch tour’ is less needed.