It has to do with the type of fragrance used on/in the products or the fixative used with it. Usually it is because it is a synthetic rather than a natural fragrance.
My daughter works for a candle maker and they use the all natural essential oils which limits the allergic reactions to only those people would be allergic to if they encountered them in nature.