A media communications system enabling mobile and desktop devices to communicate with websites relevant to a query that is shallow parsed, associated to predetermined categories, and regenerated as a conflated query array that includes extracted entities, associated categories, a location, and a geo-limit parameter. The media communications system further enables real-time messaging between the mobile and desktop devices and the websites, as well as generation of well-formed websites, media, and multimedia, with pre-rendered embedded content, and enables to concurrently and automatically demographically and geographically distributed push notifications to the websites and devices, and embeds relevancy-amplified, geotargeted media and multimedia communications, which media are selected by real-time machine-learned, high-probability consumer interest weighting and relevancy functions that are continuously updated in response to monitored consumer actions. The system further enables geographically regional and inter-regional systems management to enable automated replication and regional and demographic testing of the geotargeted and relevant communications.