


AI viral-clip generator vs managed qualified-view distribution.
← scroll horizontally to see more →
| Feature | FORKOFF ClippingManaged outcome agency | Spikes StudioAI viral-clip SaaS |
|---|---|---|
| Operating model | Managed distribution agency. | Self-serve AI viral-clip generator. |
| Pricing denominator | $0.003 per qualified view (CPQV). only views that pass all four checks. | Raw CPM or tool subscription; no qualification denominator. |
| Production focus | Clipper roster shipping narrative-fit clips per brief. | AI-templated viral-shape clip output. |
| Audit trail | Append-only ledger, exportable CSV/JSON, per-view reason codes. | Dashboard counts; no per-view audit trail. |
| Outcome metric | Qualified views in the brief's geo + watch-time band. | Engagement preview / virality score. |
Spikes Studio scores virality. FORKOFF scores the qualified watch-through that the brand actually paid for. Different optimisation targets.
The qualification ledger changed how we report to the board. Real attention, verified weekly, not dashboard vanity.
Growth lead
Growth Lead, AI Infrastructure Startup

Spencer Pratt: 2 clipping campaigns, $30K spend, 25M views. First celebrity to itemize the budget. FORKOFF benchmarks: $0.003 CPQV vs $0.0012 raw CPV.

The 7-question audit framework for evaluating crypto marketing agencies. Red flag scoring, contract safeguards, and the pricing reality check.

Below 1,500 listeners per episode, three of the four monetization models produce near-zero revenue. One model works from episode one. The math, ranked.