What is Vegan Weight Gainer? Gaining muscle mass can be difficult, even more so not being able to consume meat & fish in your diet. Vegan Weight Gainer is Go Nutrition's new product specifically formulated for those looking to consume a vegan friendly high calorie protein source, to help improve protein intake essential for muscle growth.