Hasty Briefsbeta

PSOS-C and the Full Attribution Chain

8 days ago
  • #brand equity
  • #financial attribution
  • #AI visibility
  • PSOS-C is the conversion-weighted evolution of PSOS, connecting AI assistant visibility to measurable user actions and financial outcomes.
  • PSOS-C quantifies the causal chain from exposure to engagement to conversion, with each stage weighted in the model.
  • Empirical validation shows PSOS-C filters non-performative visibility, correlating with revenue changes (r = 0.42).
  • The attribution chain includes observation, engagement capture, conversion linkage, decay adjustment, and audit publication.
  • PSOS-C enables estimation of Revenue at Risk (RaR), linking visibility loss to potential revenue contraction.
  • Governance is ensured through the AIVO Assurance Charter, with independent audits certifying PSOS-C scores.
  • PSOS-C transforms AI visibility into a governance-grade financial indicator, essential for brands in the AI era.