Banner ads compose a staple element of online advertising. These rectangular visuals, typically displayed at the top of web pages, seek to grab user interest. Catchy messaging and striking designs play a crucial role for banner ads' short-lived nature. Their impact can be evaluated through engagement metrics. Banner ads take the form of a diverse