Banner ads remain a cornerstone of online advertising. They rectangular or square graphical units appear on webpages, delivering targeted campaigns to potential customers. Their visual nature makes them highly memorable, effectively grabbing user sight. Navigating the various types of banner ads, their placement strategies, and performance metrics