I say - follow the people that you want to start following you. Then respond to their tweets and convince them that you are nice and cool. Getting targeted followers is a work, but it pays off.
Hi, I totally agree with your discussed point about "target market". Because in past i made this mistake but one of mine SEO consultant friend pointed it soon and currently i got enough traffic from mine profile.