The crash happened around 6:45 near Cliffdale Road.
Fayetteville Police Department investigators said the motorcycle driver lost control and crashed. So far, it's unclear what caused the driver to lose control.
Officials identified the man as 50-year-old Jon Weldon, of Fayetteville.
Anyone with information on the crash is asked to contact the Fayetteville Police Department at (910) 433-1807.