In the contemporary digital marketing ecosystem, the critical importance for companies to build a formidable digital footprint has become increasingly vital. The rapid proliferation of smartphones and the massive surge in e-commerce adoption within the Southeast Asian region have fundamentally altered the conventional pathways of customer acquisiti