Banner ads represent a cornerstone element of online advertising. These rectangular graphics, typically displayed at the top of web pages, seek to grab user attention. Concise messaging and striking designs play a crucial role for banner ads' transient nature. Their effectiveness can be tracked through engagement metrics. Banner ads take the form