This invention describes a system that learns about your shopping habits by analyzing your consumer profile information. It uses this learning to train a machine learning system. When your phone's location shows you are near a specific store, the system sends you personalized offers based on what it knows you like to buy, often after you register through an app on your phone.
Why it matters: Filed before the rapid advancements in large language models and advanced machine learning techniques. These new capabilities could significantly improve the system's ability to discern complex shopping patterns and generate highly personalized offers, making the core functionality more powerful.
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