Furniss was raised in Nacogdoches, Texas, on a 36-acre (15 ha) ranch. His father, a medical doctor who practices family medicine, built Eddy a batting cage so that he could take 200 to 300 practice swings a day as a child. Furniss married his high school girlfriend, Crystal, with whom he has two sons and a daughter..