Cut paid-media CAC by 47% while doubling MQL volume from a flat budget.
Engagement scope: paid search, LinkedIn ABM, and SEO for a mid-market applicant-tracking platform. Rebuilt the closed-loop stack against iOS 17 signal loss, migrated from last-click to a MMM-informed attribution model, and shifted 38% of paid-search spend into non-brand intent clusters the in-house team had written off.