Banner ads compose a staple element of online advertising. These rectangular visuals, typically shown at the bottom of web pages, aim to grab user attention. Concise messaging and striking designs make up for banner ads' fleeting nature. Their impact can be evaluated through click-through rates. Banner ads exist in a diverse range of formats, from