We reject vanity metrics like raw bot reach. We track compound brand search lift, dark social link shares, direct inbound message quality, profile link conversion rates, and qualitative sentiment shifts. Furthermore, for commercial clients, we establish dedicated funnel attribution links and CRM tags to map closed revenue back to core social narrative series.