Reaction classes examined included substitution, elimination, Grignard, Diels-Alder, Friedel-Crafts, organocopper, acetylide, carbonyl condensation, amine, and aromatic substitution. These reactions were sourced from introductory organic chemistry textbooks or other academic resources, motivated by these being representative of the types examples a student would encounter when using IBM RXN as an educational resource.