The e-grocery market has experienced remarkable growth in recent years. driven by shifting consumer preferences and increased reliance on digital platforms. Online grocery shopping offers convenience, variety, and competitive pricing, attracting a growing number of customers and transforming how Americans purchase food and household essentials. The COVID-19 pandemic further accelerated this shift as consumers prioritized health and safety, choosing contactless shopping options that support their busy lifestyles.