I did the same, but then transitioned to 10 mins of vigorous exercise instead in the morning. I found that getting my heart rate up was a better stimulus
Yeah, I do love me some coffee, but it's amazing what just a couple push-ups will do. All of a sudden you have blood flow in the upper part of your body and you just feel "ready to go".