Yes, it is possible to be allergic to honey. Honey allergies are very rare but can lead to a variety of symptoms that range from a small cough to anaphylaxis, a very serious allergic reaction. Anaphylaxis can cause vomiting, hives, increased or slowed heartbeat, trouble breathing, swelling of the face, tongue, or throat, and potentially death.