California-based duo In the Valley Below made a stop by Conan last night (Feb. 23) and knocked out an ace rendition of the ultra catchy "Peaches" from their debut album, The Belt. Check it out in the video above.

The single is rapidly becoming a favorite on alt-rock radio stations as it's one of the most added tracks across the country -- and it has already been officially dubbed a Hot Track on iTunes.

Originally conceived as a studio-only project, the duo of Jeffrey Jacob and Angela Gail released their debut record via Capitol Records last summer. If you like what you witnessed during their late night TV performance, the band has a few live shows on tap for March and April. You can check out their current tour itinerary -- as well as the official video for "Peaches" -- below.

In The Valley Below 2015 Tour
March 3: Fresno, Calif.-- Strummers
March 4: Reno, Nev. --Knitting Factory
March 5: Orangevale, Calif. -- The Boardwalk
March 6: Bakersfield, Calif. --B Ryders
March 7: Santa Barbara, Calif. -- SoHo
March 13-14: New Orleans, La. -- BUKU Music + Art Project
April 18: Austin, Texas -- Untapped Festival
April 30: San Francisco, Calif. -- Popscene