Ad spend engineered to compound revenue.
I view paid media as a financial instrument, not a creative exercise. By engineering the ad architecture, audience signals, and post-click experience together, I generate sustained, exponential return on ad spend.
The Approach
How I engineer revenue.
Signal Architecture
I rebuild the conversion API, server-side events, and pixel logic before touching the campaign. Clean signal is the single biggest lever for ROAS improvement.
Creative Production Lines
Weekly cadence of 8–12 new creatives: hooks, demos, UGC, and social proof. I kill losers fast and scale winners with disciplined CBO + Advantage+ structures.
Offer Engineering
Bundles, GWP at AOV thresholds, subscription anchors, risk reversal. The ad is the wrapper — the offer is the engine that compounds spend.
Answers
Frequently Asked Questions
What is your minimum budget?
How long until I see results?
Do you build the creative assets?
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