One piece of evidence that really brings doubt to the lone gunman explanation. Is the Zapruder film.
http://en.wikipedia.org/wiki/Zapruder_film
If there was a plot to kill Kennedy by the Mafia, LBJ, CIA, the Pentagon, Soviet Union, Castro or a combination of any of these groups. The one thing they didn't count on, was the fatal shot being filmed from a pristine view.