The biggest cover up in general chemistry is that the equilibrium constant does have a pressure dependency to it, but, at 'normal' pressures and for liquids and solids, it is not very high.
The equilibrium constant also has a temperature dependency to it.
[If you really want to get messed up, Le Chateliers Principle doesn't even always hold, sometimes adding more reactant, produces more reactant!]