Banner ads represent a cornerstone element of online advertising. These rectangular graphics, typically displayed at the top of web pages, try to grab user attention. Memorable messaging and striking designs make up for banner ads' transient nature. Their impact can be evaluated through conversions. Banner ads take the form of a multitude of types