Banner ads represent a cornerstone element of online advertising. These rectangular visuals, typically presented at the side of web pages, aim to grab user interest. Memorable messaging and vibrant designs play a crucial role for banner ads' transient nature. Their influence can be evaluated through conversions. Banner ads exist in a wide variety