Chemistry.com, for instance, promises to match people based on their neurochemical profiles, while eHarmony.com attempts to measure applicants on 29 dimensions of personality.
WSJ: Jonah Lehrer on Eharmony.com, Chemistry.com and Other Dating Services | Head Case