A key aspect of developing successful consumer packaged goods (CPG) is optimizing the formulation to strike a delicate balance between appealing qualities for consumers and ensuring an extended shelf life. This involves carefully choosing ingredients that not only deliver on taste, texture, and overall sensory experience but also exhibit stability