We Architect Revenue
Measurement Systems
That Unlock Capital.
15–40% incremental capital efficiency for 8- and 9-figure eCommerce brands. Not ad management — measurement clarity, budget reallocation confidence, and investor-grade reporting.
The Problem
Your Reporting Is Lying to You.
And It's Costing You Millions.
8-figure brands running $2M–$20M in annual media spend are making capital allocation decisions based on platform-reported data that systematically overstates performance. The result: misallocated budgets, missed growth, and investor reporting that doesn't hold up to scrutiny.
Attribution Chaos
Platform ROAS numbers contradict each other. Google claims the sale. Meta claims the sale. Your MER tells a different story.
Over-Trusting Platforms
You're making $2M+ budget decisions based on self-reported platform data that inflates performance by 30–60%.
Reporting Fragmentation
GA4, Shopify, your ad dashboards, and your spreadsheets all say something different. Nobody can reconcile them.
No In-House Analytics
You don't have a data scientist on staff. You're flying blind on incrementality, LTV, and true channel contribution.
"We don't manage ads. We architect revenue measurement systems that give you the clarity to allocate capital with confidence — and the reporting to defend every dollar to your board or investors."
— Kobra Media Group
How It Works
From Attribution Chaos
to Measurement Clarity.
Our four-phase deployment process takes you from fragmented reporting to a single source of truth — in 8 to 12 weeks.
Measurement Architecture Audit
We audit your GA4 setup, server-side tagging, and existing attribution model to identify every data gap and blind spot.
Infrastructure Deployment
We build your BigQuery pipeline, server-side tag architecture, and channel normalization layer — the foundation of truth.
Blended Revenue Modeling
We deploy your MTA model, LTV 30/60/90 framework, and offline conversion integration to give you a single source of truth.
Ongoing Capital Advisory
Monthly blended ROAS dashboards, channel incrementality modeling, and budget reallocation scenarios — board-ready, every quarter.
Results
What Measurement Clarity
Actually Looks Like.
We were spending $4M/month on paid media and had no idea which channels were actually driving incremental revenue. KMG built us a measurement system that changed how we allocate capital entirely.
CEO, 8-Figure DTC Brand
+28% capital efficiency in 90 days
The board-ready reporting alone was worth the retainer. For the first time, we could walk into an investor meeting with real attribution data — not platform-reported ROAS.
CMO, PE-Backed eCommerce Brand
$6M budget reallocation identified
We thought we had attribution figured out. KMG's incrementality modeling showed us we were over-investing in Meta by 40%. That insight paid for three years of retainer fees.
Founder, 9-Figure Retail Brand
40% Meta spend reallocation
Get Started
Ready to Stop Guessing
and Start Measuring?
Book a 30-minute discovery call. We'll audit your current measurement stack, identify your biggest attribution blind spots, and show you exactly what a measurement architecture deployment would look like for your brand.