
Financial Efficiency
Reduction in Cost Per Lead (CPL) through audience refinement, A/B testing, and rigorous budget allocation across paid channels.
Media Waste Diagnosis
I identify what percentage of the investment is being burned on irrelevant impressions, fatigued audiences, exhausted creatives, or low-converting keywords.
Cross-Channel Capital Rebalancing
I dynamically allocate the budget across platforms (Google, Meta, TikTok, LinkedIn) based on actual channel efficiency and CRM attribution.
Scaling with Marginal Efficiency
I protect margins when scaling ad spend, ensuring that the acquisition curve does not suffer from a drop in quality or exponential increases in CPA.