Banner ads remain a cornerstone of online advertising. They rectangular or square graphical units appear on websites, delivering targeted promotions to prospective customers. Their visual nature makes them highly memorable, effectively grabbing user attention. Exploring the various types of banner ads, their placement strategies, and impact metrics