I used this in my automatic drip. Out of the bag, it reminded me of a vanilla, which is not a bad thing, but I was expecting a more toasted aroma. Flavor wise, I felt it was lacking. It is more a vanilla nut in my view. I brew a little on the heavy side and it still did not pack the punch I was looking for. I realize a ""toasted marshmallow"" is going to be a softer flavor and is hard to duplicate. This was a good try, but did not quite hit the mark for me. I would definately order the resealable bags next time also.