The fire was reported at Valor Oil, the Bowling Green Fire Department said.
Some businesses and a school in the area were evacuated, ABC affiliate WBKO reported.
Crews worked to contain the fire into Wednesday evening and a hazmat team was on hand to contain fuel runoff.
So far no injuries have been reported.
It was not immediately known what ignited the fire.