All Gay Fad was hand painted. The Gay Fad Studio was directly across the street from the main Anchor Hocking Plant in the mid-fifties. Unless our reference books are all incorrect, you will never find any Gay Fad glass that was transfer printed.
Note: Not all hand painted Anchor Hocking glass is Gay Fad.
Just as an aside, my wife has been tucking away Gay Fad for many years. It makes a very attractive collection, and because of the handwork, I suspect it is far more likely to appreciate than the bulk of transfer print.