This paper studies exchange-traded funds' (ETFs) price impact in the most ETF-dominated asset classes: volatility (VIX) and commodities. I propose a modelindependent approach to replicate the VIX futures contract. This allows me to isolate a non-fundamental component in VIX futures prices that...