It’s only been active for a matter of hours as far as I can tell, but already at the time of writing, the official App Store Twitter account has over 36,000 followers and I expect it will soon attract many more.
This appears to be an account for the old skool iOS App Store. No doubt the newer Mac App Store will get an account of its own in due course.