Meaning and information about Gail, What does Gail mean? Gail means Diminutive of Abigail: Father rejoiced, or father's joy. Gives joy. The intelligent, beautiful Abigail was Old Testament King David's third wife, described as 'good in discretion and beautiful in form. Find similar names like Gail.