It's not the ads.

It's not the algorithm.
It's the architecture.

We engineer the measurement infrastructure and server-side intelligence required to keep high-velocity DTC brands standing at scale.

Principle Revenue Architect

Jonathan Belliveau

$200M+

Deployed Ad Spend

15+ Years

Scaling DTC/B2C

Creative tools can't solve engineering problems.

In the early days, momentum can be enough. If you hit the product-market-fit sweet spot and a handful of winning ads, you can ride that momentum and strong media buying to 7 figures overnight.


But as you grow the physics of your business change. Channels scale, data builds, and the structural load increases. If your infrastructure isn't designed to support the weight, the once-solid foundation you've been building on starts to feel less stable as the first fractures form.


This isn't a marketing failure. It's an engineering one. You've hit your Structural Load Limit.

"When Shopify and Meta Ads are 20%-30% apart, you aren’t just losing data. You’re being forced to make business-altering decisions on vibes instead of data."

It's not the ads. It's not the algorithm.

It's the architecture.

In the early days, momentum was enough. You hit the product-market fit sweet spot and just rode that wave to seven figures.


But as you scale, the physics of your business change. Every new channel and every increase in spend adds weight to your foundation. Eventually, you hit your Structural Load Limit.


This isn't a marketing failure; it’s an engineering one. When your Shopify dashboard and your Meta Ads Manager are 20% apart, you aren’t just losing data. You’re losing the ability to make profitable decisions. You’re trying to build a skyscraper on a foundation meant for a shed.

The standard client-side pixel isn't enough anymore.

At scale, relying on standard client-side tracking becomes a liability.

Attribution is infrastructure.

Not an app.

A lot of brands try to solve their attribution gap by layering on a new SaaS subscription. They'll add a recurring fee to their overhead, hope the base configuration works, and risk losing their data if they decide to cancel.

Server-Side (sGTM) Signal & Attribution Architecture

The Engineering

A server-side signal fortress to bypass browser restrictions, ad blockers, and route accurate conversion and profit data to your paid traffic sources.



The Outcome

Immediate recovery of 20%-30%+ of your lost conversion signal.

Shopify Checkout & Subscription Intelligence

Growth Economics & Measurement Integrity

Stop making decisions based on fictional data.

Let's start by assessing the the core infrastructure, establishing a baseline, and designing a clear roadmap.