With no clear single source attached to it, bai has spread online mainly as a short, shareable way to say goodbye in a lighter, more playful register than a plain bye. Its spelling comes from informal chat and meme culture, where a shortened, cute farewell reads as funny rather than rude. Because the clip is under a second long, it fits easily into edits, reaction videos and messaging-style content without interrupting the flow. Creators keep returning to it for endings, exits and punchlines, where a brief, cheerful send-off works better than a longer spoken line.