Lake whitefish has a thin fillet with mild delicate flesh, and a high fat content that makes it a top pick in the smoking category. Lake Whitefish inhabit cold, deep-water lakes in the northern United States and Canada. Most found in the waters of Lake Michigan, Huron, Erie and Superior.