The demand dimension of rural leisure tourism tourists is affected by the service level of tourist attractions, and the analysis accuracy is poor. For the purpose of improving the accuracy of rural leisure tourism tourist demand dimension analysis, a rural leisure tourism tourist demand dimension analysis based on the theory of perceived value is proposed. According to the analysis of the demand dimension of rural leisure tourism tourists, the demand dimension analysis equation of rural leisure tourism tourists is fitted and processed, the demand dimension coefficient of rural leisure tourism tourists is corrected, and the demand dimension analysis equation of rural leisure tourism tourists is established. Through the analysis process of the demand dimension of rural leisure tourism tourists, the analysis of the demand dimension of rural leisure tourism tourists is realized. The experimental results show that the tourist demand dimension analysis method based on the theory of perceived value has high analysis accuracy of the rural leisure tourism tourist demand dimension regardless of high service conditions or low service conditions. In practical applications, this method can be used accurately. Analyze the demand dimension of rural leisure tourism tourists and improve the satisfaction of rural leisure tourism tourists.