Introduction: Although pharmacist-driven patient education has been shown to increase adherence, reduce medication errors, and lower 30-day readmission rates, the data in the ambulatory oncology setting is limited. This pilot quality initiative study was conducted from June 1, 2018, to November 15, 2018, in the ambulatory cancer center affiliated with The Mount Sinai Hospital in New York, NY, to determine the impact of pharmacist counseling on chemotherapy regimens. Methods and Materials: English-speaking patients with gastrointestinal malignancies who were newly started on chemotherapy were selected for this study. They received a pharmacist-led education session regarding their medications, potential side effects, and how to manage them at home. After each session, they completed a 5-question survey on a 5-point Likert-scale about how they felt before and after speaking with a pharmacist. Survey results were analyzed by median scores and Wilcoxon signed-rank test. Results: Of the 96 patients who were counseled, 71 patients were included in this analysis. The median score increased from 3 to 5 for the understanding of their chemotherapy regimen and side effects (questions 1 and 2), 3 to 4.5 for knowledge about interactions with their oral chemotherapy (question 3), 4 to 5 for overall experience in the cancer center (question 5). The median score for anxiety level was unchanged at 3 (question 4). Conclusion: This survey-based study demonstrated the benefit of a pharmacist-led counseling session. An interdisciplinary approach involving the integration of oncology pharmacists in patient education can greatly impact the quality of care for oncology patients.