The crux of this study lies in the intricate multidisciplinary nature inherent to architectural heritage preservation, which encompasses historical, cultural, and economic dimensions. The primary objective is to illuminate the values associated with architectural heritage through the application of bibliometric visualization techniques. Central to the research inquiry is the exploration of thematic trends, interdisciplinary connections, and knowledge lacunae within the realm of architectural heritage preservation. The study seeks to assess the efficacy of bibliometric tools, including citation networks and keyword clustering, in elucidating the structural dynamics of architectural heritage discourse. The methodology adopted entails a systematic review of scholarly literature spanning diverse disciplines pertinent to architectural heritage preservation. Utilizing bibliometric visualization techniques, the collected data undergoes meticulous analysis and interpretation, facilitating the identification of pivotal themes, interdisciplinary linkages, and areas necessitating further investigation. The findings of the study offer valuable insights into the intrinsic values underpinning architectural heritage research, thereby catering to the informational needs of scholars, practitioners, and policymakers engaged in heritage preservation and cultural stewardship endeavors. Through a comprehensive examination of bibliometric studies, the review delineates emerging trends, collaborative endeavors across disciplines, and gaps in existing research endeavors. The significance of these findings lies in their capacity to shape future research trajectories and practical applications in the domain of architectural heritage preservation. By pinpointing key thematic domains and knowledge voids, the study contributes to the formulation of enhanced strategies for heritage conservation and cultural stewardship, thereby fostering a nuanced understanding of the values intertwined with architectural heritage.