Buying Cheap Airline Tickets a day or two before flights.

I will be flying round trip from Florence, Ialy to Israel and back to Florence in October. Has anyone had any experience buying cheap flights a day or two before the flight. I remember a term "bucket shops" places where you cheap airline tickets on the day of the flight. I think the web may have been the demise of these places. Any insites