Banner ads compose a cornerstone element of online advertising. These rectangular visuals, typically displayed at the side of web pages, seek to grab user focus. Concise messaging and eye-catching designs make up for banner ads' short-lived nature. Their influence can be measured through click-through rates. Banner ads exist in a diverse range of