Is it possible to be allergic to essential oils?

YES! For example if you are allergic to oranges it is possible that you may have a reaction to orange essential oils, Bergamot or even Neroli. This is not a matter of the quality of the oil but instead an immune response in the individual that is adverse to oranges.