Introduction: Drug treatment can be related to the development of adverse drug reactions (ADRs). Aim: In this paper, we evaluated ADRs in patients admitted to the Ambulatory of Pain Medicine of the University Hospital Renato Dulbecco in Catanzaro. Methods: We conducted a prospective analysis between 1 February 2021 and 20 July 2023 on patients with neuropathic pain referred to the Ambulatory of Pain Medicine of “Renato Dulbecco” University Hospital in Catanzaro (Calabria, Italy). Patients aged >18 years with clinical signs of neurologic pain and a score upon completing the Douleur Neuropathique en 4 Questions (DN4) questionnaire of ≥4 were included. The association between drugs and ADR or between drugs and drug–drug-interactions (DDIs) was evaluated using Naranjo’s probability scale and Drug Interaction Probability Scale (DIPS), respectively. Results: During the study period, we analyzed 2370 patients referred to the ambulatory of pain medicine. After the evaluation of inclusion and exclusion criteria, 33.5% of patients were enrolled. All patients presented at least one comorbidity and daily used a mean of five drugs (range 3–11). Using the Naranjo score, the development of ADRs was documented in 112 patients (score 6). Using parametric and non-parametric statistical analysis, we failed to report an association between ADR and dosage or ADR and patient characteristics. Conclusion: Our results show the development of ADRs in 18% of patients with neuropathic pain. This low percentage of drug interaction could be a limitation in real life because it is probably due to the site of the study and the appropriate prescription of drugs. Therefore, it shows that it is necessary to motivate healthcare to pay attention to the prescription of drugs in poly-treated patients to reduce the risk of ADRs.