I have had the good fortune of doing this in the past, but not in the US. I suspect however that you'll be in the same strong position of negotiating a good deal and an excellent price. As soon as a seller or a real estate agent knows that your ability to purchase does not rely on obtaining a loan, you'd be surprised how accommodating they become.
Good luck. :)