Event quality
Purchase, checkout and cart events; browser/server duplication; missing parameters and inconsistent values.
I help Shopify brands reconcile Meta, GA4, Klaviyo and Shopify so acquisition decisions are based on clean, consistent data—not competing dashboards.
No sales pitch. You leave with a prioritized diagnostic and clear next steps.
The audit is designed to identify where events, attribution rules or reporting definitions may be creating misleading decisions.
Purchase, checkout and cart events; browser/server duplication; missing parameters and inconsistent values.
How Shopify revenue compares with Meta, GA4 and Klaviyo—and which differences are expected versus suspicious.
New versus returning customers, campaign attribution and whether reported ROAS reflects actual acquisition performance.
First orders versus renewals, recurring revenue classification and the risk of treating retention revenue as acquisition.
Quizzes, bundles, landing pages, post-purchase offers and the points where campaign context can disappear.
A practical source-of-truth framework so founders, marketers and agencies use consistent definitions.
The purpose is to understand your current setup, identify the highest-priority questions and leave you with a useful next step.
Your store, acquisition channels, main reporting concern and the tools currently in use.
We look at how the major platforms connect and where the numbers or definitions begin to diverge.
What to validate first, what can wait and what would require a deeper technical implementation.
These are examples of diagnostic patterns—not assumptions about your store before it is reviewed.
One customer action can be recorded more than once. The audit checks implementation paths and validates whether the resulting ecommerce events are unique.
Purchase values, currency, event IDs or server-side matching can be missing or inconsistent, limiting attribution and optimization quality.
Campaign performance can look stronger when recurring orders are not separated from genuinely new customer revenue.
I'm Victor Orantes, a Shopify analytics consultant focused on tracking quality, event duplication, attribution discrepancies and the reporting systems DTC teams use to make acquisition decisions.
My approach is diagnostic: understand what each platform is measuring, identify where the data diverges and create a practical order of operations for fixing it.
A practical resource for founders and growth teams that want to know what to inspect before increasing spend.
Review GA4 discrepancies, Meta event quality, Pixel IDs, checkout tracking and browser/server deduplication.
The call is free, lasts 30 minutes and is held by Google Meet.
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Book a free 30-minute Shopify measurement audit and leave with a practical order of operations.