Abstract Drought stress severely impacts the growth, yield, and quality of apple (Malus domestica). Abscisic acid (ABA) and basic helix-loop-helix (bHLH) transcription factors play crucial roles in regulating the drought response in many plants, but the potential interactions between bHLH and ABA in response to drought in apple still need to be discovered. Herein, we identified a bHLH transcription factor, ORG2 (OBP3-responsive gene 2), from M. hupehensis, and the expression of which is induced by drought and ABA. Apple plants that overexpressed MhORG2 were more sensitive to drought stress, while silencing MhORG2 caused the opposite phenotype. Specifically, we found that MhORG2 could directly bind to the DRE element in the MhAAO3 promoter and repress its expression, thereby ultimately reducing drought tolerance. Furthermore, MhORG2 represses the expression of antioxidant enzyme genes (MhSOD, MhAPX1, and MhCAT), leading to the accumulation of reactive oxygen species (ROS) and consequently reducing the drought tolerance of apple plants. Our findings uncover a novel mechanism by which MhORG2 negatively regulates drought tolerance in apple plants, offering a potential target for the development of drought-tolerant crops via biotechnological approaches.