An aspect of preemptive distribution of content includes monitoring content accessed in a local cache of a computing device. A time and a location of content accesses in the local cache are tracked. Prefetching heuristics are determined based on patterns of the time and the location of the content accesses. The prefetching heuristics are applied to speculatively prefetch additional content prior to the computing device receiving a request to access the additional content.