Chlorpyrifos (CPF) is a widely used organophosphate (OP) pesticide in agriculture and sanitation, known to elicit neurotoxic effects. Chlorpyrifos-oxon (CPO), a metabolite of CPF, is the primary neurotoxic agent, yet its mechanisms are less understood. In this study, we investigated the effects and underlying mechanisms of CPO-induced neurotoxicity. CPO exposure significantly induced cytotoxicity in Neuro-2a cells, alongside the activation of apoptosis, as evidenced by an increase in the apoptotic cell population, caspase-3 activity, and cleavage of caspaspe-3, -7, and PARP proteins. Furthermore, defective autophagy was observed in CPO-treated Neuro-2a cells, indicated by increased expression of Beclin-1, Atg5, LC3-II, and p62 proteins. 3-MA, an autophagy inhibitor, suppressed CPO-activated LC3-II and apoptotic marker proteins expression, but not p62. In contrast, chloroquine and bafilomycin A1, autophagic flux inhibitors, potentiated the CPO-induced elevation of LC3-II, p62, and cleaved caspase-3 and -7 protein levels. CPO exposure also upregulated CHOP protein expression. Transfection with CHOP-specific siRNA markedly reduced CHOP protein expression, autophagic flux dysfunction, and apoptosis. Additionally, CPO exposure significantly increased AMPKα phosphorylation and reactive oxygen species (ROS) generation. Antioxidant N-acetylcysteine (NAC), but not the AMPK inhibitor Compound C, effectively attenuated the CPO-induced ROS generation in neuronal cells, which was accompanied by the prevention of AMPKα activation, downstream CHOP expression, autophagic flux dysfunction, and apoptosis. Collectively, these findings suggest that CPO-induced neurotoxicity arises from autophagic flux dysfunction, contributing to apoptosis via the ROS-activated AMPK pathway, which regulates CHOP expression, ultimately leading to neuronal cell death. Targeting the ROS/AMPK/CHOP axis may offer a promising intervention to against CPO-induced neurotoxicity.