The shift towards a digital economy has been catalyzed by a burgeoning youth population eager to explore alternative avenues for financial independence. Freelancing remains at the forefront of online earning in Pakistan, with platforms such as Upwork, Fiverr, and Freelancer gaining immense popularity.