To begin with, tickets should only be bought in qualified participating stores. You can recognize a real ticket by a few things. Firstly, there is a clear logo of the Punjab Government visible in the top left.
There is also writing that says, “Govt. of Punjab” in both English and Punjabi all around the sides of the ticket. There is also a stamp, a signature and a bar / QR code visible.