Diabetes affects nearly every organ system in the body, including the peripheral nervous system, and leads to the development of distal sensory peripheral neuropathy (DSP) in roughly 50% of patients. Between 30% to 50% of patients with DSP experience pain and impaired quality of life. Dissatisfaction with currently available pharmacological treatments for neuropathic pain is common, primarily due to limited effectiveness and potential for adverse side effects. Acupuncture, a non-pharmacologic intervention, is often used in the management of chronic pain and is widely available and acceptable to many patients. In this narrative review, we describe clinical research related to acupuncture and diabetes related DSP management including meta-analyses, systematic reviews, and randomized controlled clinical trials (RCTs). Data from the few clinical trials available support the use of acupuncture to reduce neuropathic pain including DSP pain; however, available studies suffer from methodological weaknesses including inadequate blinding, sample size justification, lack of well-designed controls, and gaps in reporting. These limitations highlight a critical gap and an unmet need for more rigorous and robust clinical research requiring the use of Standards for Reporting Clinical Trials of Acupuncture (STRICTA) guidelines as a design, implementation, and reporting template.