In the contemporary digital marketing ecosystem, the fundamental requirement for companies to build a commanding internet visibility has become an absolute prerequisite for success. The rapid proliferation of smartphones and the massive surge in e-commerce adoption within the Southeast Asian region have fundamentally altered the conventional pathwa