Are you doing this through the Content Management system in the Admin pages?
Content > View Edit Content
and scroll down to:
Page Name: Main Template
Content Area: Footer
And click 'Edit'
You may find it easier to click the 'Source' button in the editor toolbar to see how the footer links are formatted.
Apologies if this is what you are aleady trying, but thought I'd check.