The absence of certain terms can make a field theory conformally invariant. For example, the absence of a mass term in the Maxwell action makes it conformally invariant. Here is a nice question and answer.
But in general, what is the physical significance of the conformal invariance of any conformally invariant field theory (Maxwell action being a special case only)? Does it lead to some sort of conservation, restriction, etc?