Let me get this straight. They are giving you referals for free right? You would like to propose paying them for the referals? Are you nuts?
Here is what you owe them. Take care of the customers they send your way. It makes you both look good. If you do not it will reflect badly on you and them. Stay feindly with the owner and thank him for the work. That's it.
