Techniques for automated service platform prospecting are provided. A prospector process is sent out in advance to scout for potential network sites that provide computing infrastructure and computing services (platforms) to self-contained computing environments. The prospector process validates the potential network sites for use and gathers site characteristics that are used to configure the self-contained computing environments when they are to be installed and executed on those network sites.