oil on spark plugs

I was changing my spark plugs for the first time since I bought the car (3 Weeks ago) and there was oil on 3 of the plugs, on their threads. I've been reading around and worst case scenario it's the piston rings but considering it's three of them I doubt it. My hope is that it's the spark plug...