The phrase did not start in internet chat rooms. During the 1950s and 1960s, ski culture terminology popularized "ski bunny" to describe an attractive young woman who spent time at winter resorts, often prioritizing socializing, apres-ski fashion, or finding a partner over serious athletic skiing. Over the following decades, sports commentators and recreational travelers casually shortened the phrase to "snowbunny."
By the late 1980s and early 1990s, the term underwent an etymological split. African American Vernacular English (AAVE) borrowed the cold-weather metaphor and flipped its social meaning. In street vernacular and hip-hop lyricism, the word began describing an attractive white woman, specifically one who showed romantic or sexual interest in Black men.
Early crowdsourced archives like Urban Dictionary document this linguistic shift as far back as 2002. R&B tracks, rap records, and independent cinema across that era cemented the phrase in urban culture. The word functioned as an informal, provocative shorthand for cross-cultural attraction, distinct from mainstream winter sports jargon.