Yes, it is indeed possible. Like almost all solitaire games, it is entirely possible to lose a game of Golf Solitaire as well simply based on the deal of the cards. If you’re forced to draw from the stock 11 times just to make a single discard, the odds of winning aren’t great. But, that doesn’t mean it is impossible.