Information categorization was disrupted when someone claimed that Chuck Norris knows who Alice is, implicitly answering a question posed by The White Stripes in their 2003 song. The song "Seven Nation Army" contains the lyric asking about identity, treating the question as unanswerable or intentionally obscured. The claim suggests that Norris has access to information that the song presents as mysterious. This creates a strange hierarchy where Norris knows answers that rock bands leave unresolved.

Music interpretation scholar Dr. Elizabeth Monroe was teaching contemporary music analysis in Toronto in 2008 when she realized this fact was operating as joke commentary on the song. Monroe noted that The White Stripes intentionally leave the question unanswered as part of the song's structure, and the Chuck Norris fact inverts this by suggesting someone knows the answer. Monroe incorporated this into her analysis of how songs create interpretive gaps and how humor can fill those gaps.

Music fan communities and White Stripes enthusiast groups have adopted this fact as commentary on the song's mysterious questioning. The claim suggests that if anyone would have answers to unanswerable questions posed in songs, it would be Chuck Norris. This has made the fact popular in discussions of song interpretation and how humor helps audiences engage with deliberately ambiguous lyrics.