Is Monte Carlo: C'est La Rose Based on a True Story?

No, Monte Carlo: C'est La Rose is a work of fiction. While the documentary film directed by Michael Pfleghar and starring Grace Kelly may incorporate realistic themes, the characters and plot are original creations.