The shooting was reported Saturday around 3:30 a.m. in the 900 block of Royal Street.
The driver told police they were called to the address to unlock a vehicle and that when they arrived an argument over the cost of the service broke out with the caller.
Officers say the driver said the caller opened fire and struck the tow truck. The driver was able to drive away and was uninjured.
The investigation is continuing.