Through deep single-cell RNA sequencing of regenerating corticospinal neurons, Kim et al. identify antioxidant response gene NFE2L2 as a new regulator of axon regeneration and develop a Regeneration Classifier that can be broadly applied to predict the regenerative potential of diverse neuronal types based on their single-cell transcriptomes.