The group will be accompanied by indie-pop group Fitz and the Tantrums on stage before the championship game.
Both performances will air during the Fox NFL pregame show.
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Zac Brown Band and country singer Luke Bryan, who will sing the National Anthem, both have roots in Georgia.
Lady Gaga will perform at halftime.
>> Lady Gaga ups anticipation of Super Bowl on social media
Other performers who will appear during Sunday's festivities include, "Hamilton" stars Phillipa Soo, Renee Elise Goldsberry and Jasmine Cephas Jones, who will sing "America the Beautiful," according to Billboard.
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