Example apparatus and methods are disclosed for a vehicle-based smart cooler. An example disclosed cooler includes an electric cooling unit, a plurality of sensors, a wireless node, and a cooling control unit. The example wireless node communicatively couples to the vehicle. The example cooling control unit monitors a charge margin of the vehicle and, in response to the charge margin being below a threshold, activates a power management technique.