The convergence of digital transformation and sustainability has become a critical imperative for modern enterprises, yet the intellectual structure of this emerging field remains fragmented. This study aims to systematically map the scholarly landscape of Digital Business Model Innovation for Sustainability (DBMI-S) to delineate its foundational concepts and evolutionary trends. Utilizing a comprehensive bibliometric analysis, this research examines 294 Scopus-indexed publications from 2004 to 2024. The methodology involved co-occurrence network analysis and the application of Bradford’s Law to identify influential contributions and thematic clusters. The results reveal a significant and accelerating growth in research output, particularly between 2023 and 2024, underscoring the topic’s increasing relevance. Key research clusters are centered around "Business Model Innovation," "Digital Transformation," …