A low battery that is low but not too low to start the car, will allow the car to remote start but then die a few seconds later. Reason is after it starts the car runs through a quick check of things and if there's anything it doesn't like, it will stop the engine. This is remote start only, with a manual start it would otherwise keep running. So put your battery on a slow overnight charge and problem should be solved.
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