Banner ads are a staple element of online advertising. These rectangular graphics, typically displayed at the side of web pages, aim to grab user interest. Concise messaging and vibrant designs play a crucial role for banner ads' transient nature. Their effectiveness can be evaluated through engagement metrics. Banner ads exist in a diverse range