We study some properties of singular positive solutions to the conformally invariant equations. We prove an asymptotic blow rate estimate for positive solutions near the singular set with some conditions about the Minkowski dimension of the set. We also show the asymptotic symmetry of singular positive solutions and a global symmetry result.