In Hebrew, name Gail means – Diminutive of Abigail: Father rejoiced, or fathers joy. Gives joy. The intelligent, beautiful Abigail was Old Testament King Davids third wife, described as good in discretion and beautiful in form.. Other origins for name Gail include – Hebrew, Israeli, English, English. Name Gail is most often used as a girl name or female name.