Insights
How performance actually compounds.
The thinking underneath the method: server-side tracking, creative engineering, first-party audiences, and measurement that survives contact with your P&L.
Server-side GTM is the only honest way to read ROAS.
If the platform is grading its own homework, the number is fiction. Here is what moves to the server, what stops lying to the algorithm, and why the ROAS lift shows up before the second invoice.
Read how server-side GTM cleans the signal →The Conversion API setup most agencies never finish.
Installing CAPI is not the same as validating it. The gap is where your ROAS quietly leaks.
Creative tested on dirty data scales the wrong winner.
An ad that looks like a winner on platform metrics can be your most expensive mistake. Test order matters.
First-party audiences are the asset. The ad account is the renter.
Every purchase should deepen something you own. Most accounts throw that signal away.
MER over ROAS: the number that survives your P&L.
Platform ROAS flatters. Marketing efficiency ratio is the number a CFO can actually defend.
Win the click before it happens: the psychology of the scroll.
The decision is made in the first 400 milliseconds. Engineer for that, not for the impression.
Product-level segmentation at 7,000 SKUs with Google Scripts.
How we segment a five-figure catalogue without a data team, so every product feeds the right signal.
Incrementality testing without a data science team.
A holdout you can actually run, and how to read it before you scale spend on a lie.
Account architecture: build for how the algorithm learns.
Most accounts are structured for humans to read. Rebuild them for the way the platform actually optimises.