I usually fly AA because we take advantage of their points program. I have found prices and points go down about two weeks before a particular date. You can wait later to book, if you can be flexible. Non-stops are more likely to go quickly. FLL has many flights daily…January is not particularly tourist season… I’d start watching prices and snag them when prices drop or they have a sale!
The more you save the more you travel!!!