ALERT ISSUANCE FOR LOW-UTILITY AUTO-RENEWING SUBSCRIPTION SERVICES

摘要

Computer-implemented sending of notifications is disclosed and includes identifying, using natural language understanding and natural language classification, auto-renewing subscription service(s) associated with a user based on content of computing device(s) associated with the user and internet-available sources, the identifying resulting in identified auto-renewing subscription service(s). For each of the identified auto-renewing subscription service(s), analyzing, using cognitive computing, usage by the user of each of the identified auto-renewing subscription service(s) to determine whether a given auto-renewing subscription service of the identified auto-renewing subscription service(s) meets one or more criterion for cancelation, and, responsive to a determination that the one or more criterion for cancelation are met for the given auto-renewing subscription service, sending a notification to the user indicating the given auto-renewing subscription service and a corresponding date a fee is scheduled to be charged to renew the given auto-renewing subscription service.