In today's dynamic commercial environment, direct marketing continues to be a influential tool for reaching target audiences and driving conversions. Email direct marketing (EDM) has emerged as a particularly versatile channel, offering businesses the ability to tailor their messaging and connect with consumers on a more individualized level. Lev