System and methods for personalization and enhancement of a marketplace

This invention describes a system that helps users discover products they might be interested in by showing them on a map. It works by analyzing a user's account information to identify relevant products, then uses their mobile device's location to display where those products are, particularly when the user is not currently at the product's location. The system also calculates how close the user is to these items.

Why it matters: Since 2023, advancements in large-scale recommendation models and real-time data processing have made it easier to dynamically identify "products of interest" from diverse user data. This allows for more precise and timely map-based product discovery than previously feasible.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedSoftware logic, data integration, mapping

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