Finding healthy and convenient snack options that align with one's dietary preferences can be a challenge in today's fast-paced lifestyle. Many individuals struggle to navigate the overwhelming array of snack choices available, often resorting to unhealthy options due to limited time and information. Existing snack subscription services often lack personalization, leaving consumers with limited control over the snacks they receive and hindering their ability to maintain a balanced and nourishing diet.