Di Natale curled in a majestic free kick with his right foot that slotted into the near top corner.
He said: "Yesterday I practiced a great deal and I was sure that I would do well if the opportunity to take a free kick arose.
"Is this our breakthrough match? We'll see. It was a great performance and on Sunday we'll try to beat Bologna."