Systems and methods for predictive gift subscriptions

A system, comprising:

• one or more processors;
• and
• memory storing thereon instructions that, as a result of being executed by the one or more processors, cause the system to:
• receive a request to generate a predictive gift subscription, wherein the predictive gift subscription allows for predictions corresponding to different gift choices presentable at different time intervals during the predictive gift subscription, and wherein the request includes initial recipient information corresponding to a recipient;
• process the initial recipient information to dynamically generate a recipient computational model corresponding to the recipient, wherein the recipient computational model includes an initial set of parameters corresponding to the initial recipient information;
• execute the recipient computational model to generate a prediction associated with the predictive gift subscription, wherein the prediction indicates an initial set of gift choices presentable to the recipient and an initial time interval for presenting the initial set of gift choices;
• update an application interface to present a set of user interface elements corresponding to the initial set of gift choices, wherein the application interface is implemented on a recipient computing device, and wherein the application interface is updated at the initial time interval;
• receive feedback corresponding to the prediction, wherein the feedback includes a selection corresponding to the initial set of gift choices provided at the initial time interval;
• update the recipient computational model based on the feedback and other selections corresponding to other sets of gift choices presented to other recipients as the feedback and the other selections are received, wherein the recipient computational model is updated by updating the initial set of parameters;
• and,
• execute the updated computational model to generate a new prediction associated with the predictive gift subscription, wherein the new prediction indicates a new set of gift choices presentable to the recipient and a new time interval for presenting the new set of gift choices.

A non-transitory, computer-readable storage medium storing thereon executable instructions that, as a result of being executed by one or more processors of a computer system, cause the computer system to:

• receive a request to generate a predictive gift subscription, wherein the predictive gift subscription allows for predictions corresponding to different gift choices presentable at different time intervals during the predictive gift subscription, and wherein the request includes initial recipient information corresponding to a recipient;
• process the initial recipient information to dynamically generate a recipient computational model corresponding to the recipient, wherein the recipient computational model includes an initial set of parameters corresponding to the initial recipient information;
• execute the recipient computational model to generate a prediction associated with the predictive gift subscription, wherein the prediction indicates an initial set of gift choices presentable to the recipient and an initial time interval for presenting the initial set of gift choices;
• update an application interface to present a set of user interface elements corresponding to the initial set of gift choices, wherein the application interface is implemented on a recipient computing device, and wherein the application interface is updated at the initial time interval;
• receive feedback corresponding to the prediction, wherein the feedback includes a selection corresponding to the initial set of gift choices provided at the first initial time interval;
• update the recipient computational model based on the feedback and other selections corresponding to other sets of gift choices presented to other recipients as the feedback and the other selections are received, wherein the recipient computational model is updated by updating the initial set of parameters;
• execute the updated computational model to generate a new prediction associated with the predictive gift subscription, wherein the new prediction indicates a new set of gift choices presentable to the recipient and a new time interval for presenting the new set of gift choices.