Disclosed are various embodiments for automated service interface optimization. In one embodiment, a service client and/or a service provider is reconfigured to use an optimized version of a data transfer interface, where the optimized version transfers fewer data items from the service provider to the service client. In another embodiment, service calls from a service client for multiple different data objects are aggregated into an aggregated service call for a data object. In yet another embodiment, an optimized data object is provided to a service client in response to a request for an unoptimized data object. If the service client attempts to use a data item excluded from the optimized data object, the excluded data item is then provided to the service client.