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Banner ads remain a cornerstone of online advertising. These ubiquitous ad exchanges strategy rectangular or square graphical units appear on webpages, delivering targeted promotions to potential customers. Their visual nature makes them highly memorable, effectively grabbing user sight. Exploring the various types of banner ads, their placement st