The food industry is rapidly expanding, driven by consumer demand for personalized and healthy meals, and the adoption of new technologies such as text analytics to enhance service delivery. Text analytics allows businesses to analyze large volumes of unstructured data, gathering insights on customer sentiment and behavior, which can drive improvements in products and services. By implementing various methods like intent detection, semantic similarity, and sentiment analysis, restaurants can effectively understand customer feedback and optimize their offerings.