Out Through the In Door is the eighth album by Vanilla Fudge, released in June 2007, with the US finally following in August 2009.

According to the band's official webpage, it originally was to be released in February 2007.

Mark, Vince, Tim, and Carmine were in California in July recording an album of Led Zeppelin covers.

Mark said, "Basically, we rearranged some songs — we're doing a lot of their stuff Vanilla Fudge style.

"In September 2022, a remastered reissue of the album, titled Vanilla Zeppelin, was released with an altered track listing and new cover art by Australian label Golden Robot Records.