Banner ads compose a fundamental element of online advertising. These rectangular graphics, typically shown at the bottom of web pages, try to grab user interest. Catchy messaging and eye-catching designs are essential for banner ads' short-lived nature. Their effectiveness can be tracked through engagement metrics. Banner ads exist in a multitude