An information handling system functioning as a smart vehicle gateway includes a wireless adapter for communicating with a plurality of wireless links and a storage device for storing a spatial-temporal user profile comprising wireless device usage trend data for a plurality of locations where the smart vehicle gateway has operated. The smart vehicle gateway further includes a positional detector to detect a location of the smart vehicle gateway and an application processor to correlate the wireless device usage trend data to a location and to determine a list of optimal wireless service carriers and available wireless protocols at the location based on a mobile wireless traffic report with a spatial-temporal radio frequency profile indicating signal quality for the plurality of wireless links and the wireless device usage trend data for the location. The smart vehicle gateway application processor selects an international mobile subscriber identity (IMSI) for one of the optimal wireless links for an electronic subscriber identity module (eSIM) programmable to switch between multiple available wireless service carriers and then switches the wireless adapter to the selected optimal wireless link.