Portfolio Work Sample Sanitized / Anonymized

Transforming Siloed Data into an Omnichannel Engine.

How a unified attribution infrastructure and weekly optimization cadence shifted a national omnichannel retailer from vendor-reported silos to data-driven performance marketing.

Client Profile

National Omnichannel Tire Retailer

1,000+ Locations & DTC E-commerce

Engagement Focus

Measurement & Attribution Redesign

Multi-Phase Execution (2022–2024)

The Engagement

A multi-phase engagement to assess, redesign, and activate a national retailer's digital marketing performance infrastructure across multiple business units and properties.

I led the design and build of a unified Adobe Analytics dashboard, established a rigorous weekly optimization cadence, and deployed multi-touch attribution (MTA) to connect digital media investment directly to web revenue and in-store appointments across search, display, OTT, paid social, affiliate, and email.

3.2x
Digital Marketing Weekly ROI
-47%
Display CPO Mid-Year Drop
Top-Line Impact
+19% YoY Digital Rev.
Achieved for Full Month of July

The Challenge

Fragmented data. No integrated view.

The retailer had strong digital investment, but no unified view of performance. Vendors were self-reporting, teams optimized in silos, and no one could connect digital media spend to actual web revenue or in-store appointments.

The Legacy State

Vendor-Reported Silos

  • Grading their own homework: Vendors reported on their own channel success without a central source of truth, leading to double-counted conversions.
  • Monthly reporting lag: Decisions were made on 30-day lookbacks, preventing rapid mid-campaign adjustments.
  • Digital-to-Physical Gap: Inability to trace OTT, Display, or Search spend to high-value in-store appointment bookings.

The Infrastructure Build

Data-Driven Performance

  • Unified Adobe Analytics: Built a single source of truth that normalized data across Search, Social, Display, and Affiliate.
  • Weekly Optimization Cadence: Instituted a rigid weekly review rhythm to catch inefficiencies and compound optimizations.
  • Omnichannel MTA: Traced digital impressions directly to high-margin DTC web revenue and in-store location bookings.

Attribution & Optimization Command Center

The forecast tracker didn't just show performance—it created the permission structure for mid-quarter budget reallocation. This is a conceptual view of the ecosystem we deployed.

Omnichannel Performance OS

Connecting digital spend to web and in-store outcomes.

Unified Adobe Analytics Architecture

Establishing an independent single source of truth.

Paid Search
API
Display & OTT
API
Paid Social
API

Adobe
Analytics

Single Source
of Truth
DTC Web Revenue

De-duplicated attribution mapping directly to online tire purchases.

In-Store Appointments

Tracking digital touchpoints to physical location service bookings.

Strategic Takeaways

Why performance marketing at scale requires measurement infrastructure as the foundation, not the capstone.

1. Cadence is the Real Optimization

No one wins on monthly vendor-reported numbers. With the unified infrastructure, optimization decisions were made weekly from independent data. Small adjustments made in real time prevented the drift that shows up as missed annual targets.

2. Attribution is a Culture Change

Building the architecture was the easy part. The harder work was shifting the culture from 'our vendor says we're up' to 'our independent data shows what actually happened.' The weekly cadence meeting was the ritual that sustained the shift — making accountability structural, not aspirational.

3. Measure to Allocate, Not Report

When display CPO dropped 47.7% after geo-targeting refinement, the budget moved faster than the next annual planning cycle. That's the functional difference between a reporting dashboard and a decision engine.