How can I find really cheap airline tickets for a flight going from Memphis,TN to Ft. Lauderdale,FL?

I don't think there is a guarantee on finding lowest rate. I have found rates, went to make reservations and in the mean time the rates went up. I got the cheapest rates I could find through Sam's Club. They have a travel agency.