This paper highlights a previously unnoticed property of commonly-used discrete choice models, which is that they feature parallel demand curves. Specifically, we show in additive random utility inverse aggregate curves shift with respect to variety if and only the shocks follow Gumbel (Type 1 Extreme Value) distribution. Using results from Value Theory, provide conditions for other distributio...