Maker's Mark is making a new limited bourbon that has a higher alcohol content and it is causing an "incredible craze … like nothing we've ever experienced," chairman emeritus Bill Samuels Jr. told CNBC Wednesday.

It is called "Cask Strength," and it varies between approximately 108 and 114 proof.