What is a unicorn? According to dictionary.com, a unicorn is a mythical creature resembling a horse, with a single horn in the center of its forehead, often symbolic of chastity or purity. This animal, mentioned in the Bible in Deuteronomy 33:17, is now believed by some to be a description of a wild ox or rhinoceros.