OPERATIONAL
[STATUS: OPERATIONAL] · TBA_V2.0
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// SERVICE_DETAIL

ECOMMERCE ANALYTICS & ATTRIBUTION

Ecommerce analytics services for DTC brands on Shopify. Clean attribution so you finally know which channels drive revenue.

// TARGETS:ecommerce analytics setupGA4 for DTCBigQuery ecommerceattribution modeling

// THE_PROBLEM

If your GA4 was set up by whoever built your site, you're making decisions on data that doesn't reflect reality. Last-click attribution gives all the credit to the last touchpoint — usually a branded search — while your SEO and email look underperforming.

Most DTC brands have more data than they can use and less clarity than they need. The problem isn't data volume — it's that your revenue attribution model is giving all the credit to the wrong channel. The goal isn't more dashboards. It's fewer, better questions answered by data you can trust.

// THE_METHOD

HOW WE APPROACH IT.

01

01 / DATA_LAYER

Audit & Rebuild

Before touching GA4, we audit what's being tracked at the data layer. Missing events, duplicate transactions, misfiring triggers — fixed at the source.

02

02 / GA4

Configuration

Proper event taxonomy, conversion setup, cross-domain tracking, Search Console integration, and ecommerce tracking built for your specific funnel.

03

03 / BIGQUERY

Pipeline Setup

Raw event-level data in BigQuery. We structure the dataset and build the SQL queries you'll actually need — revenue by channel, content performance, cohort analysis. The output feeds directly into your ecommerce analytics dashboard in Looker Studio.

04

04 / ATTRIBUTION

Multi-Touch Model

A model that gives credit across the full customer journey, not just the last click. You see channel revenue attribution across every touchpoint — how SEO, email, paid, and direct work together to drive a sale.

05

05 / DASHBOARDS

Looker Studio

Your Shopify analytics dashboard in Looker Studio shows revenue by channel, organic performance by content cluster, and paid efficiency vs organic growth. Built for a founder, not a data analyst.

// DELIVERABLES

WHAT'S INCLUDED.

Data layer audit and remediation (GTM-based)
GA4 property configuration — events, conversions, cross-domain
BigQuery export setup and dataset structure
Multi-touch attribution model
Looker Studio dashboard suite (3–5 dashboards)
Ongoing anomaly alerts and monitoring setup
Replaces the need for a standalone ecommerce analytics tool — the pipeline queries your data natively

// PROOF_OF_WORK

> You don't need another ecommerce analytics tool. You need a properly configured pipeline that answers the questions your current tools can't.

> Most brands can't answer: which blog post drove the most revenue last month? After this, they can.

// FAQ

COMMON QUESTIONS.

READY TO GET STARTED?

Tell us your situation. We'll tell you if we can help.