Shuikou is an important part of the landscape style and function of traditional villages, with deep historical and cultural value. Eye-tracking experiments are conducted in the ShuiKou landscape space of TangMo Village, Huangshan City, Anhui Province to explore how to maintain the unique landscape style of ShuiKou and enhance the emotion and experience of tourists in the process of rural transformation and development. Through the quantitative feature analysis of eye movement indexes, we realize the measurable and visualization of the vision of ShuiKou landscape space, and summarize the law of tourists’ visual behavior in ShuiKou landscape space. The study shows that: (1) In the Shuikou landscape space, artificial elements such as door and window openings, plaques and couplets are more concerned by tourists than natural elements such as plants and water bodies, and artificial elements play an important role in the construction of cultural landscape gardens. (2) Visitors have less visual preference for large single plants and water bodies. (3) The time before the first gaze and the duration of the first gaze have a strong correlation with the number of pixels and RGB mean value of the elements.