DJing, like most other professions, there will always be some priced higher than you, and other lower.
Also similar to other professions, when starting out, you'll typically get less than the "going" rate.
What I used to do when starting out, was call the competition (posing as a prospective client) to get a feel for what going rate was in my area (for various events).