Banner ads compose a cornerstone element of online advertising. These rectangular visuals, typically presented at the top of web pages, seek to grab user interest. Concise messaging and vibrant designs play a crucial role for banner ads' transient nature. Their influence can be tracked through engagement metrics. Banner ads take the form of a wide