Games like Koiken Otome

If you finished Koiken Otome, the closest matches are The Labyrinth of Grisaia, Camp Buddy, Starless: Nymphomaniacs' Paradise, Four Elements Trainer and Rainbow Dreams. All 7 share its visual novel genre and are ranked by how closely their themes and modes overlap.