Banner ads represent a fundamental element of online advertising. These rectangular images, typically displayed at the side of web pages, aim to grab user attention. Concise messaging and eye-catching designs play a crucial role for banner ads' transient nature. Their influence can be tracked through engagement metrics. Banner ads take the form of