US Patent 11341523 Person-to-person gift offers based on user actions

In one embodiment, a method includes, by one or more computing devices associated with a payment service, receiving, by the payment service and from a first client device associated with a sender, a request for a digital gift to be added to a payment account of a recipient, identifying, one or more recommended digital gifts for the recipient based on transaction history of the recipient on the payment service, where the one or more digital gifts are identified using a machine-learning model trained using a transaction history of one or more users of the payment service, providing, in response to receiving a selection of one of the recommended digital gifts from the first client device, and sending, by the payment service to a second client device associated with the recipient, a notification that the sender has provided the recipient with the identified digital gift.