Nearly as important for school…well if you are considering elite….get to know your teachers. Stay after class for discussions. Build a rapport…especially junior year.
And pick up two ECs of some sort. Get involved. Make an impact. Do things you enjoy or serve a purpose (like a job, making money). Become well rounded.
Good luck.