This study investigates the relationship between architectural decorative patterns and their carriers using the Analytic Hierarchy Process (AHP) to clarify the complex interactions within traditional architecture. It emphasizes the importance of architectural decoration in expressing cultural identity and the need for systematic research in this domain. A case study in Longsheng Zhuang demonstrates the application of AHP, revealing prevalent decorative patterns and validating the methodological approach.