Patent ID: 11880852
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. One or more non-transitory media storing instructions that, when executed by one or more processors, cause the one or more processors to perform steps comprising:
providing, as input to a first machine learning model, transaction data comprising transactions conducted during a first time period, wherein the first machine learning model is trained using labeled transaction data associated with historical transactions conducted at different geographic areas and at different time periods;
determining, using the first machine learning model and based the transaction data, a transaction pattern indicating a common payment amount in a plurality of transactions associated with a merchant during the first time period;
determining, using a second machine learning model, a plurality of elements associated with a website for the merchant displaying price information for advertised products;
parsing, based on the plurality of elements, the price information to generate a price list for the advertised products;
determining, based on the price list, a plurality of combinations of advertised products that match the common payment amount, wherein each of the plurality of combinations indicates item-level transaction information corresponding to the common payment amount;
causing display, on a user device, of the plurality of combinations of advertised products;
receiving, from the user device, a selection of a first combination of advertised products; and
updating, based on the selection, the item-level transaction information associated with the first combination of advertised product.