June 11, 2015 9:03 AM EDT

James Corden and Justin Bieber reprised their car karaoke sketch in a clip that aired during the CMT awards Wednesday night. But this time, instead of singing Bieber’s old songs, they both freaked out about how much they love country star Luke Bryan.

“He’s so hot,” Corden exclaims. Bieber exhales approvingly as Corden talks about “getting lost” in Bryan’s eyes. Then the two launch into an enthusiastic rendition of Bryan’s “Country Girl.”

Bryan ended up winning male video of the year for “Play It Again.”

Write to Tessa Berenson at tessa.berenson@time.com.

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