Mendes, who will be starring with Will Smith in Hitch, will play the part of the woman that Nicholas Cage falls for.
Ghost Rider is based on the comic strip done by Marvel. The story revolves around a guy on a motorcycle that makes a pact with the dark side of nature.
The movie will be directed by Mark Stevens Johnson (Daredevil). Filming will begin next month in Australia.