For my taste, this recipe definitely needs some sweetener in it. I too used unsweetened almond milk but added a good bit of stevia.
I really enjoyed this drink. I agreed with a fellow reviewer about adding a bit of sweetness. I added a little of stevia . Highly recommended if you enjoy matcha .