Majical Cloudz's Devon Welsh has directed the clip with Neil Corcoran.
Earlier this year, Welsh shared a range of demos, some featuring Grimes, from throughout his career.
Are You Alone? is out 16 October on Matador, and will follow 2013's Impersonator.
Check out the "Silver Car Crash" visuals below.