It certainly tastes like whiskey. I always assumed it was just low-shelf stuff. It's probably just as expensive to make bad shochu as bad whiskey, so I can't imagine that there's much of a cost advantage to faking it.

Also, those highballs can't be using that much booze -- they're incredibly weak.