If it's labeled a "sleeveless jersey" rather than a "tank," it probably doesn't have a shelf bra in it.

(For this A cup, shelf bras are nice for swimsuits, Yoga and hanging out, but not for anything that involves bouncing or rapid movement, cycling included...)