it's really hard to find a phrase starting with "make no mistake" that doesn't culminate with a negative or dismissive slam.

As urbandictionary puts it, "a weasel-y, thought-terminating phrase that is supposed to lend gravitas to a weak position in an argument. Used by doomsayers and the overly dramatic."