Caillou Bay is a bay located in Terrebonne County, Louisiana. It appears on the Grand Bayou du Large USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.00 feet (0.00 m) above sea level. The nearest populated place is Cocodrie, approximately 19.6 miles to the ENE.