No Moon At All is scored as a bluesy mid-tempo female vocal chart. The structure and feel of the chart is based around the 1947 Doris Day version that she recorded with an eight piece band under the direction of George Siravo. The overall form of this chart is; intro, vocal chorus, instrumental bridge (with vocal and tenor sax fills), second vocal chaorus to close. The brass ranges are moderate and there are no sax doubles. The vocal key is Am throughout.