Client: Faga Media LTD. Objective: Traffic & Revenue (Search Arbitrage) Result: Scaled from $20K to $30K monthly ad spend, CTR improved from 2% to 5%
Search arbitrage is a high-stakes, margin-sensitive model: buy cheap Meta traffic, send it to content pages monetized by search ads, and profit on the spread. The model only works if your cost per click stays low, your traffic quality stays high, and your creatives keep performing. At $1,000/day in ad spend, small inefficiencies become expensive fast.
Faga Media needed a media buyer who could manage campaigns at this volume, keep performance metrics within tight thresholds, and scale spend without destroying the margins that made the model profitable.
At this scale, discipline matters more than creativity.
The campaigns spanned multiple verticals, consumer electronics, kitchen and home goods, online gaming, warehouse and inventory, and others. Each vertical had its own audience behavior and creative requirements, so I managed them as distinct campaign sets rather than applying a one-size-fits-all approach.
My day-to-day work involved three core activities:
Creative testing at scale. With video creatives as the primary format, I ran ongoing tests to identify which hooks, formats, and messaging drove the highest CTR at the lowest cost. Winning creatives were scaled immediately; underperformers were cut quickly. This iterative process is what moved CTR from 2% to 5% , not a single breakthrough, but consistent testing and replacement of weak assets.
Real-time bid and budget management. At $1,000/day, you can't wait 24 hours to react to performance shifts. I monitored campaigns throughout the day, adjusting bids and reallocating budgets toward the best-performing ad sets while pulling back on anything that was eroding margin.
Traffic quality management. Search arbitrage is sensitive to traffic quality; low-quality clicks hurt monetization. I tracked publisher performance and flagged placements that were driving traffic without downstream engagement, optimizing to protect the revenue-per-visit metrics that determined actual profitability.
Over the course of the engagement, monthly ad spend scaled from $20,000 to $30,000 while campaign CTR improved from 2% to 5% , meaning we were spending more and performing better simultaneously. Daily budgets consistently ran near $1,000 while maintaining the performance margins required for the arbitrage model to remain profitable.