ChatGPT

This 162-account, 221-video three-round sample shows a social system built for ubiquity rather than a single expert identity; 133 audited posts are from the latest six months. OpenAI's own TikTok makes ChatGPT a culture character—memes, lifestyle prompts, image reveals, and a 66-post Creator Takeovers playlist—while its YouTube behaves like a high-intent enablement library for roles and departments.

The newest Instagram wave makes the operating model unusually clear: 15 audience specialists each turn Codex or ChatGPT into one concrete job, from a recruiter-facing portfolio and student deadline tracker to an ML lab, local reading archive, Windows server stack, robotic-dress simulator, sales deck, skincare launch plan, and daily operations agenda.

All 15 carry an explicit OpenAI partner marker or placement context, but only two of those new posts expose #ad or an explicit paid-partnership statement in the public evidence, so the other 13 remain unknown rather than being rounded up to paid.

Across the full sample, five relationships are confirmed paid, three are documented programs, four are positively verified organic, and 150 remain unknown; six accounts separately enter the derived Ambassador cohort through dedicated feed behaviour without changing their stored relationship evidence.

Ten repeatable plays make the breadth visible: creators turn the same horizontal product into comedian and confidant, classroom tutor, resume coach, small-business strategist, image editor, research analyst, plan comparator, named-command cheat sheet, or intimate personality mirror.

The recent TikTok sample sharpens the conversion mechanism: practical creators repeatedly rename prompts as “codes” or “modes,” deliver a useful short list, and gate the larger library behind a comment keyword. The formal, stipend-backed Student Collective adds a campus distribution loop, but there is no public evidence of one universal creator affiliate program.

Compared with Claude's concentrated faculty of sponsored power users, ChatGPT distributes through a wider mix of culture creators, practical educators, and role-specific search publishers. This is a traceable sample, not a census of every OpenAI relationship.