Banner ads are a cornerstone element of online advertising. These rectangular visuals, typically presented at the side of web pages, seek to grab user interest. Concise messaging and striking designs are essential for banner ads' fleeting nature. Their influence can be tracked through click-through rates. Banner ads exist in a multitude of formats