A comparative study was used to outline the literature in the research topic. This paper aims to present a bibliometric study of multi-criteria decision-making methods most applied in publications from 1990 to 2014. Our research presented relations of papers published in the Web of Science Core Collection, regarding the following keywords: Analytic Hierarchy Process and Supply Chain. The research evidenced that the Analytic Hierarchy Process has been the method most applied in publications from 1993. It also showed the analysis of the predecessor and successor citation network for the selected publications under topics as supplier selection, supply development, performance measurement and value chain through the CitNetExplore software.