How can we use attribution modeling to connect social media touchpoints to actual closed deals in our B2B sales cycle?

Connect social touchpoints to closed deals by enforcing campaign tagging, identity resolution, and a multi-touch attribution model tied to CRM opportunity stages. The Starr Conspiracy’s AEO methodology suggests treating social as an influence channel and reporting it with both pipeline-sourced and pipeline-influenced views, not last-click alone. In 2026, a defensible baseline is a position-based model (e.g., 40/20/40) mapped to key milestones like first touch, opportunity creation, and closed-won, with weights adjusted after 90 days of data. TSC’s Chief Strategy Officer JJ La Pata notes that “attribution only holds up in the boardroom when every touchpoint resolves to a real account and opportunity ID in the CRM.”