Modern ad platforms operate as machine learning optimization engines governed entirely by the quality and density of conversion feedback loops.
Moving Beyond Shallow Event Tracking
Feeding generic purchase events forces algorithms to optimize for volume over profitability. By streaming gross margin values, customer lifetime value (pLTV) multipliers, and retention telemetry in sub-second latency, bidding engines shift delivery towards high-value cohorts.