Banner ads represent a fundamental element of online advertising. These rectangular visuals, typically shown at the bottom of web pages, seek to grab user attention. Catchy messaging and eye-catching designs make up for banner ads' fleeting nature. Their effectiveness can be evaluated through engagement metrics. Banner ads exist in a diverse range