 Greisinger graduated from McLean High School in Virginia, then played his college ball at the University of Virginia.In 1994 and 1995, he played collegiate summer baseball with the Brewster Whitecaps of the Cape Cod Baseball League.He was selected by the Detroit Tigers in the first round of the 1996 MLB Draft.