Purpose: Despite numerous reports on the beneficial effects of olive oil in the cardiovascular context, very little is known about the olive tree’s wild counterpart (Olea europaea, L. var. sylvestris), commonly known as acebuche (ACE) in Spain. The aim of this study was to analyse the possible beneficial effects of an extra virgin ACE oil on vascular function in a rodent model of arterial hypertension induced by L-NAME (NG-nitro-L-arginine methyl ester). Methods: Four experimental groups of male Wistar rats were studied: 1) normotensive rats (Control group); 2) normotensive rats fed a commercial diet supplemented with 15% (w/w) ACE oil (Acebuche group); 3) rats made hypertensive following administration of L-NAME (L-NAME group); and 4) rats treated with L-NAME and simultaneously supplemented with 15% ACE oil (LN+ACE group). All treatments were maintained for 12 weeks. Results: Besides a significant blood pressure-lowering effect, the ACE oil-enriched diet counteracted the alterations found in aortas from hypertensive rats in terms of morphology and responsiveness to vasoactive mediators. In addition, a decrease in hypertension-related fibrotic and oxidative stress processes was observed in L-NAME-treated rats subjected to ACE oil supplement. Conclusion: Using a model of arterial hypertension via nitric oxide depletion, here we demonstrate the beneficial effects of a wild olive oil based upon its vasodilator, antihypertensive, antioxidant, antihypertrophic and antifibrotic properties. We postulate that regular inclusion of ACE oil in the diet can alleviate the vascular remodelling and endothelial dysfunction processes typically found in arterial hypertension, thus resulting in a significant reduction of blood pressure.