The contrarian question is a filter you run before you build, not a dinner-party prompt. Ask it of yourself, of a co-founder, of an early hire. The answer tells you whether you are about to spend three years on something the market has already priced in.
A qualifying answer has a fixed shape. Most people believe X. The truth is the opposite of X. That shape is doing real work, because it forces you to state the consensus out loud before you claim to have escaped it. If you cannot name the belief you are contradicting, you do not have an insight. You have a preference.
The question is hard twice over. It is intellectually hard because school rewards knowing agreed-upon things, and nothing in a normal education trains you to hold a position nobody else holds. It is psychologically hard because saying the thing out loud costs you socially, in front of investors, peers, and the people you want to hire. The Founders breakdown of Zero to One puts the weight on the second half:
Courage is the binding constraint, not intelligence. Plenty of founders can see the overlooked thing. Far fewer will put their name and their next four years on it while the room disagrees.
For anyone deciding what to build, the question has a business translation that is much easier to act on. What valuable company is nobody building? Same test, except now the answer has to survive contact with a price, a channel, and a customer who already has an alternative. A second Founders episode makes that link explicit:
The restatement is short. An answer is worth something only if it is unpopular and right. Popular and right is a commodity, and everyone building on it will compete the margin to zero. Unpopular and wrong is a hobby.