Mastercard International Incorporated

Piero Macari

Anouska Ladds

Heather Alice Cobb

Simon Forbes

The disclosure facilitates loyalty earnings by generating purchase recommendations. Loyalty data is collected from a loyalty program data store. The loyalty data is associated with a loyalty profile of a user. Account data is collected from an account data store. The account data is associated with an account of the user that is linked to the loyalty profile of the user. Transaction data is collected from a transaction data store. The transaction data is associated with the account of the user. User recommendations are generated for prioritizing loyalty earnings on the loyalty profile based on the loyalty data, account data, and transaction data. After the recommendations are generated, the recommendations are caused to be displayed on a user interface associated with a computing device of the user. Combining the three types of collected data to generate the recommendations results in accurate recommendations that are tailored to the user to increase loyalty earnings.

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Esher, United Kingdom

Piero Macari