Banner ads represent a staple element of online advertising. These rectangular visuals, typically shown at the top of web pages, try to grab user attention. Concise messaging and striking designs are essential for banner ads' fleeting nature. Their impact can be evaluated through conversions. Banner ads take the form of a wide variety of formats,