Depends on the style of the tank top. Some are designed where sports bras work, others can be pulled off with a strapless bra or spaghetti strap bra. Some tank tops are designed with material where braless is an option. Can also toss a short sleeve button down shirt, unbuttoned or a kimino type of shirt over one when in doubt.