Introduction: Nurse Practitioner (NP) programs play a crucial role in preparing future healthcare providers to deliver high-quality patient care. Central to the success of these programs is the clinical training component, where students gain hands-on experience under the guidance of experienced preceptors. However, finding suitable preceptors can be a challenging and time-consuming process for...