Moor was commissioned into the 3rd Battalion the Hampshire Regiment in October 1914, and was granted a Regular Commission on 1 August 1915. After six months' training in England and Egypt, he went with the 2nd Battalion to the Dardanelles, and was at the landing at V Beach at Gallipoli on 25 April 1915.