Predicting input locations for data aggregation using machine learning

An apparatus, comprising:

• means for determining a user's electronic credentials for a third party service provider;
• means for detecting that access to the third party service provider is unavailable;
• means for processing, using machine learning, a website of the third party service provider to determine a prediction of an input location for the user's electronic credentials;
• and
• means for accessing the third party service provider using the predicted input location for the user's electronic credentials to download data associated with the user from the third party service provider.

A computer program product comprising a non-transitory computer readable storage medium storing computer usable program code executable by a processor to perform operations, the operations comprising:

• determining a user's electronic credentials for a third party service provider;
• detecting that access to the third party service provider is unavailable;
• processing, using machine learning, a website of the third party service provider to determine a prediction of an input location for the user's electronic credentials;
• and
• accessing the third party service provider using the predicted input location for the user's electronic credentials to download data associated with the user from the third party service provider.