Nah. It's just a meaningless cliché that is currently doing the rounds. Back in the 1930s we used to say, "Gee whillikers." By the 1960s it was "Holy Dooley." Now it's "Oh my God." Each generation develops its own method of saying something that sounds appropriate without actually engaging the brain.
Where I live we say, "Fair dinkum." :)