In rapidly evolving business landscape, building relationships plays a crucial role in the success of businesses. As companies strive to connect with new collaborators, stakeholders, and resources, company directories are gaining importance as vital tools for fostering these relationships. The evolution of these directories reflects both advancements in technology but