Banner ads remain a cornerstone of online advertising. These ubiquitous rectangular or square graphical units appear on webpages, delivering targeted messages to prospective customers. Their visual nature makes them highly noticeable, effectively grabbing user focus. Understanding the various types of banner ads, their placement strategies, and per