The system learned that attention is not revenue.

The useful signal was not a new content idea; it was a revenue warning: attention systems need a clear money path.

Add a revenue-path check before promoting ideas: buyer pain, offer/CTA, proof, and fastest test.

Keeps growth work business-first by filtering attention through revenue path, proof, and conversion logic.

Human approval stays in control: no outreach, spending, posting, or external account action happens without a clear approval gate.