Fibromyalgia (FM) is a chronic pain condition, often presenting with widespread body pain, joint stiffness, sleep disorders, depression, anxiety, gastrointestinal and cognitive complaints. Despite being common, the cause of FM is not well understood. In the absence of effective treatments, the current management of FM involves a multidisciplinary approach utilizing pharmacological and non-pharmacological interventions. Growing evidence suggests a role for nutrition as a complementary strategy for FM management. This brief review summarises the possible impact of nutritional supplements and dietary interventions on FM. Previous reviews concluded that vitamin and mineral deficiencies themselves are unlikely to be significant in the development of FM. Yet, a few interventional studies investigating the use of Vitamin D, magnesium, iron and probiotics showed promising results. To date, there is no or limited evidence for the use of Vitamin C, E, selected amino acids, botanical or antioxidant supplements. Food-wise the inclusion of quality olive oil and the grain Khorasan proved helpful on FM presentation, whilst findings around the role of dietary monosodium glutamate and aspartame seem mixed. Regarding diet patterns, gluten-free, low-calorie, vegetarian, vegan, raw food or Mediterranean diets were all associated with improvement of symptoms. Equally a FODMAP diet can aid FM associated digestive complaints due to the significant overlap of Irritable Bowel Syndrome with FM. The authors concluded that the clinical application of dietary supplements in the management of FM remains controversial. Yet, dietary interventions appear to be an effective tool in the management of FM. Since various diet interventions demonstrated benefits, dietary adequacy and weight loss may be most critical from a clinical perspective.