Banner ads represent a staple element of online advertising. These rectangular visuals, typically presented at the bottom of web pages, aim to grab user focus. Catchy messaging and eye-catching designs make up for banner ads' fleeting nature. Their influence can be measured through engagement metrics. Banner ads take the form of a diverse range of