Released on Of Montreal's 1997 album Cherry Peel, "Don't Ask Me To Explain" stands as a quintessential example of the band's early indie-rock sound. The track features the group's signature blend of jangly guitars and melodic vocals, characteristic of their work during the late 1990s. While Cherry Peel is often celebrated for its eclectic mix of genres, this recording highlights the band's ability to craft catchy, emotionally resonant pop-punk anthems. The song remains a staple of their discography, reflecting the era's DIY ethos and the band's enduring influence on the alternative rock scene. It captures the raw energy and youthful optimism that defined Of Montreal's formative years.