I read an interesting side note regarding this slogan. Per Wikipedia:
The original slogan, "Indescribably Delicious" was created when Mounds ran a contest to come up with the best two words to sell a candy. Leon Weiss, the person who came up with the slogan, won $10, while Mounds went on to use the slogan in advertising and on the wrappers, still continuing today.