A structure–activity study on benzylpiperidine 1 was accomplished by utilizing high- throughput synthesis. Three focused libraries were designed and synthesized to quickly develop SAR. Further optimization led to the discovery of compound 2, an MCH receptor R1 antagonist with over 400-fold improvement in biological activity over the original lead.