In Scottish, name Adair means – From the oak tree ford. Uncertain origin. May be a variant of Edgar, or from the Gaelic for oak tree ford. Used for many hundreds of years as both surname and first name.. Other origins for name Adair include – Scottish, English, Celtic, Gaelic, English. Name Adair is a unisex name and can be used for a boy or girl name (male or female).