Content distributions may be optimized based on data from past distributions, including recipients, content metadata, and distribution path strength parameters. A content distribution package may be assembled, with the package including content metadata and an optimized distribution path. Clients that receive the package may modify the distribution. The details of the modified distribution may be reported back for inclusion in the distribution history records. In some embodiments, updates to the distribution records may be reflected in real-time such that ongoing distributions of content may be adjusted in response to feedback regarding distributions of other content. Each client may maintain a content management queue for users to specify, for each content package, which content is to be downloaded, which content is to be disregarded, and parameters and preferences for further distribution of the package itself.