Meaning ● Knowledge Graph Innovation, for Small and Medium-sized Businesses (SMBs), represents the strategic implementation and advancement of knowledge graphs to propel growth through enhanced data management, automation of processes, and smarter decision-making. It centers around constructing a structured representation of interconnected data that mirrors real-world business entities and relationships, thereby enabling SMBs to access, understand, and utilize information more efficiently. Ultimately, the application of knowledge graph innovation translates into streamlined workflows, improved operational agility, and a competitive edge for SMBs in dynamic markets. Moreover, leveraging knowledge graphs allows SMBs to anticipate market trends, optimize resource allocation, and enhance customer engagement through personalized experiences.