


10B raw views with celebrity roster vs 12M qualified views with audit ledger.
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| Feature | FORKOFF ClippingManaged outcome agency | Clipping CultureCelebrity-led clipping agency |
|---|---|---|
| Roster | Vetted clippers + KOLs across web3, AI, podcasts, consumer. | Celebrity-led (BBNO$, Selena, Russ, Zedd) + clipper marketplace. |
| Pricing denominator | $0.003 per qualified view (CPQV). only views that pass all four checks. | Raw CPM or tool subscription; no qualification denominator. |
| Press signal | Building. Ledger-led credibility. | Forbes, Variety, Business Insider. |
| Audit trail | Append-only ledger, exportable CSV/JSON, per-view reason codes. | Dashboard counts; no per-view audit trail. |
Clipping Culture's 10B views are real. Their denominator isn't disclosed. FORKOFF's 12M views are all qualified. and the audit trail ships with every campaign.
The qualification ledger changed how we report to the board. Real attention, verified weekly, not dashboard vanity.
Growth lead
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