I have done this before, with either the sales manager or the GM. It IS possible. But I have had my best success with smaller properties.
I've taken the approach of outlining my likely stay pattern, committing to the first stay, having a specific rate in mind, and a specific reason why it would be important to get that rate.
Is there a reason you need a discount?