Patent attributes
A lifestyle preferences management system is provided. The system may collect and organize data regarding various foods and/or beverages that one or more local restaurants may offer and recommend a particular restaurant and/or menu item to a particular user based on the known dietary preferences and geographical location of the user. The system also may generate custom menu items for each user based on a cross-section of the user's known dietary preferences and the availability of substitutions, additions and/or deletions for a given menu item resulting in a dish that conforms to the user's preferences. The system also may facilitate the ordering of food from one or more vendors for a group of users while considering the dietary and/or lifestyle preferences of each member of the group in aggregate. The system also may utilize machine learning to learn a user's eating habits (e.g., by type of food, time of day, day of the week, geographical location, weather conditions, etc.) and offer recommendations for food services from vendors that anticipate the user's desires and/or preferences. The system also may provide payment systems, delivery systems, inventory management, and other functionalities.