Collier Bay is a bay located in Collier County, Florida. It appears on the Marco Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -4.12 feet (-1.26 m) above sea level. The nearest populated place is Marco, approximately 0.7 miles to the NE.