Try reaching out to your city councilman (or similar elected official). If there are no locations nearby and there is suitable real estate available, that could be all they need to bring it up at the next meeting and pitch Target the benefits of coming to the area.
Conservatives will love the job creation and liberals will love the increased tax base, so it's a win-win.