I randomly break out in hives when I come home. How do I figure out what it is?

Not easy. Check for indoor allergens or pets. Have you had a flood or water leak at your home lately since this could cause increase in mold counts. Do you have any conflict with your spouse? Stress can induce hives as well. More importantly, do you have hives only when you are at your own home and not at another location?