PARIS—Champagne producers are getting a pop from the weak euro.

Already, a strong economy and surging consumer confidence is boosting sales of Champagne in the U.S. But the euro, which has slid to a 12-year low against the dollar, has producers of the French bubbly especially giddy.

“We’re happy because this helps our profit margins,” said...