How to improve early game aggression?

I’ve been playing against each difficulty of AI and started winning consistently until reaching “Hardest” mode which is kicking my butt every time. I notice my early attacks that seemed to devastate the “Hard” mode no longer work, they just retaliate with twice the army moments later, and I have no answer to it....