What are the benefits of olive leaf supplements?  

Theoretically... Theoretically olive leaf supplements have antiviral, antibacterial, and anti-inflammtory properties, and has in some studies been shown to reduce blood pressure. Unfortunately, as with many alternative therapies, regulating how much is adequate vs. Harmful is not well-studied, nor is the manufacturing of the supplements consistent.