This paper reports on findings from qualitative research studying the gendering practices of catalogers working with visual information. Using the findings of this research, the paper argues that systemic cisnormativity directly impacts the way catalogers think about and imagine gender within their work. In response to the findings, the paper theorizes a new approach to cataloging gender referred to as body-oriented description. The paper concludes by offering suggestions on how to engage in body-oriented description and explores its impact on gender inclusive cataloging and inclusive information organization more broadly.