Accelerating hint information in web page transactions is described. A root request is observed as part of a web page transaction and hint information is retrieved responsive to observing the root request. The hint information includes child object identifiers associated with the root object for the client system to prefetch prior to loading the root object. Prior to observing a response to the root request, the hint information is provided to the client system.