West Canaveral Groves is a census-designated place in Brevard County, Florida, United States. It is in western Brevard County, south of Florida State Route 528, north of Florida State Road 520, and 7 miles west of Cocoa. The community was first listed as a CDP prior to the 2020 census. The population was 272 at the 2020 census. It is part of the Palm Bay—Melbourne—Titusville, Florida Metropolitan Statistical Area.