Did Arnold Palmer, the golfer, invent ARNOLD PALMER, the drink? I think we can safely say no. Lemon and tea have been enjoyed together for centuries. Surely Arnie, in the 1950s, was not the first person who ever combined cold, unsweet tea with cold, sweet lemonade.