Abstract: The system may be configured to perform operations including receiving, by a processor, internal transaction data from an internal customer profile associated with a customer; receiving, by the processor, external transaction data from an external customer profile associated with the customer; analyzing, by the processor and via a collaborative scoring algorithm, aggregate transaction data comprising the internal transaction data and external transaction data; determining, by the processor, a customer relevance value for an item based on the analyzing the aggregate transaction data; retrieving, by the processor, the item from an item databased based on the customer relevance value; and/or transmitting, by the processor, the item to a user interface.