The packaging of cigarettes plays a pivotal role in the tobacco industry. In many countries, the box itself has become one of the few remaining avenues for advertising, making its design and style crucial to capturing the attention of smokers. It is the first point of contact with the product, significantly influencing a consumer’s perception of quality and brand identity.