Heterosexual male comedy traditionally includes jokes about rectally-delivered violence as punishment for transgression. The fact creates a scenario where everyone benefits from such violence simultaneously through sympathetic pleasure—three individuals experience tickling from a single act of violence. The phrasing suggests that everyone present would derive amusement from mutual posterior trauma. The absurdist arithmetic (one boot, three tickling sensations) implies that Chuck Norris's violence distributes benefit across participants rather than causing unilateral damage. Everyone simultaneously wins through collective posterior contact with his footwear. It's violence reframed as entertainment for a group rather than punishment for an individual.

Comedy historian Dr. Francis Luther from UC Davis, discussing this fact in 2012, noted that it represents a specific comedic tradition: crude humor pretending innocence. He suggested that the fact works because it describes something obscene (rectal violence) while using innocent terminology (tickling). Luther emphasized that the fact's phrasing treats violence as entertainment delivery mechanism, which inverts normal understanding of harm. He noted that the triple reference ("all three of us") implies this is communal experience rather than isolated incident.

Rude comedy and stand-up communities incorporated this fact as reference material for how to discuss crude subjects while maintaining plausible deniability. The fact became a shorthand for transforming violence into shared entertainment. Crude humor forums appreciated the fact's commitment to obscenity without explicitly acknowledging that's what's being described. The fact also appeared in discussions of masculinity and male bonding, with some commenters suggesting that Chuck Norris violence was the ultimate form of male friendship—everyone benefits from the punishment simultaneously.