Early in film, a man tells Handy to meet him "at the corner of Beale and Jackson at 4:00" to give him a job. Beale Street and Jackson Avenue do not intersect. Jackson is not straight, but it's more than a mile between them at their closest point.
Late in the movie, Gogo runs into Elizabeth and explains she was just passing through St. Louis. The Hanleys live in Memphis.