In today's digital age, the environment of business directories has transformed dramatically, progressing from simple local listings to comprehensive platforms that cater to a wider audience. Initially, business directories fulfilled the primary function of connecting consumers with local businesses through printed directories and simple online listings. Nonetheless, due to the