From Wikipedia, the free encyclopedia. South Shore is a city in Greenup County, Kentucky, United States. The population was 1,226 at the 2000 census. It is located along the Ohio River across from Portsmouth, Ohio, at the mouth of Tygarts Creek. South Shore is a part of the Huntington-Ashland, WV-KY-OH, Metropolitan Statistical Area (MSA).