Good freaking grief. In the contracting world the only prices that are not negotiated are government contracts, which usually end up having contractors who never can get any private lucrative work. In the private contracting world there is always some negotiation.
Just say no to lower price offer. It is that simple.
You can also up your rates and let people negotiate them down to the price you want and them feel like they got something for free.