CAC Optimization, Quality Improvement, and Budget Reallocation
Using trial quality data, sales team feedback, and CRM pipeline attribution, we optimize continuously - refining audience targeting toward ICP-fit trials, adjusting bids to reflect trial-to-paid conversion patterns by segment, and reallocating budget toward the platforms and campaigns producing the most cost-efficient MRR contribution.