1 definition found grand bay - U.S. Gazetteer (1990) : Grand Bay, AL (CDP, FIPS 31024) Location: 30.47194 N, 88.34429 W Population (1990): 3383 (1245 housing units) Area: 22.4 sq km (land), 0.1 sq km (water) Zip code(s): 36541