As long as you don't get too crazy with the discount, you should be able to get them to lower the price a bit. On a new car, dealers usually make more money from the financing than they do from the sale, but used cars can be different.
OTOH, since most salespeople are on commission, it can be very difficult to turn down a guaranteed sale. Just make sure there is a bit of room for them to make said commission.