Marcus Liu

Performance & Bid Strategy Auditor

I’m Marcus Liu, with over six years of experience auditing PPC bid strategies—identifying budget pacing issues, analyzing impression share losses, and refining bid adjustments. I dig into lost top-of-page metrics to recommend changes that reclaim valuable impressions without overspending.