The star was inspired to sing his praises after watching a performance by the singer and the E Street Band on television.
The 25-year-old took to her Twitter page to tell followers - who she affectionately refers to as her 'Little Monsters' - about how moved she was by his appearance on comedian Jimmy Fallon's show.
She wrote: "Did ANYONE see SPRINGSTEEN on Fallon last night!!! Buy his new album. It is so genius its (sic) hard to even believe. Just mind-blowing passion."
In 2011, the singer told Google about how the legend's talent had affected her and her family.
She said: "My father used to play a lot of Bruce Springsteen records when I was a kid, and he was blue-collar America. And in a way, I related to Bruce because I watched my father, a blue-collar American citizen, relate to Bruce and I think that in a social way, my fans feel blue-collar.
"They feel like they're the underdogs that will someday be the winners. And I took the influence of Bruce on my father in my life to create this album [Born This Way]."
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Watch Lady GaGa's Google interview below: