It is weird that I feel like knowing what month Labor Day is in is the kind of deep knowledge that could be helpful in a trivia competition. By contrast, everyone knows about Valentine's day, but having any clue who St. Valentine was would be good, deep knowledge that might help you in a trivia competition.