It can belt in the warm engine bay and hence, be instrumental to overheat with it. Purchase fuel when you are at least up to the 25% mark; running on empty is a very bad idea if you dont want to overheat your vehicle. Some studies have indicated fuel pumps cool themselves via the gasoline theyre immersed in, and when gas falls below a certain amount, overheating is allowed to occur. Car pros have said repeatedly that running low on fuel regularly can shorten the pump's lifespan by up to 25%, crippling it prematurely.
Electric fuel pumps are designed to run at a specific pressure and flow rate for maximum efficiency. A pump stressed to the max, like one asked to deliver fuel through clogged filters or during an empty tank run -- all bets off on how long it will last before overheating. This type of work is where regular maintenance makes a difference — changing things like the fuel filter every 20,000 to 30,000 miles means your fuel pump only has to do its job and no more. In a particularly striking example, Car and Driver writes that more than 500,000 vehicles were recalled due to fuel pump failures resulting from overheating—which the publication then went on to claim was all down directly: ignoring these most basic of maintenance tasks.

In the words of Benjamin Franklin, "An ounce of prevention is worth a pound of cure." Routine inspections of the fuel system for evidence hose degradation or restrictions can prevent expensive repairs and eliminate any potential heat-related issues with fuel pumps. Moreover, by using a fuel source that is top-notch and up to manufacturing standards will also stop debris from getting into the fuel system thereby giving your pump additional protection.
Question for those that ask, “What is fuel pump overheating?“. The answer is to keep an adequate amount of fuel in the system as well as replace filters on time and working within boundary conditions. Typically, overheating caused by the pump is due to running it dry or increased resistance from fuel blockages.
If you would like to learn how long your fuel pump can last and how best way is prevent a hot running Fuel Pump.