Banner ads compose a cornerstone element of online advertising. These rectangular graphics, typically displayed at the bottom of web pages, try to grab user interest. Memorable messaging and eye-catching designs make up for banner ads' short-lived nature. Their impact can be evaluated through engagement metrics. Banner ads exist in a wide variety