Why does GA4 revenue not match our Shopify or Stripe backend?

The discrepancy occurs due to payment gateway redirects stripping UTMs, users bouncing before checkout tags execute, and ad-blockers suppressing purchase events. We fix this with server-side purchase webhooks.

What actually happens during the 30-Minute Forensic Audit?

A live technical screen-share inspecting browser network payloads, GTM tag firing rules, and GA4 configurations to produce a 3-step remediation plan.

What does Zero Black-Box Lock-In mean?

We build data infrastructure directly inside your cloud accounts and provide complete data dictionaries and SOPs so your in-house team maintains 100% ownership.

FULL-STACK DATA ENGINEERING

Bespoke Analytics & Tracking Architecture

Q: How does Server-Side GTM (sGTM) recover lost ad conversions?

Client-side tracking tags run in the browser where ad blockers and Apple Safari ITP cap cookies. Server-Side GTM routes conversion events through your first-party subdomain, extending cookie lifetimes up to 400 days and recovering 15% to 30% of lost signals.

We design, implement, and maintain high-fidelity data pipelines that survive browser privacy shifts, third-party cookie deprecation, and ad-blockers.

GA4sGTMCAPIAdobe

Server-Side Tagging & Measurement Plumbing

Client-side scripts lose up to 30% of conversion signals. We build first-party server-side Google Tag Manager (sGTM) and Meta Conversions API (CAPI) containers hosted on Google Cloud or AWS.

DELIVERABLES INCLUDED:

Custom First-Party Tag Subdomain (e.g., data.yourbrand.com)
Consent Mode v2 & Cookie Banner API Integration
Meta CAPI, TikTok Events API, & Google Enhanced Conversions
Safari ITP Cookie Lifetime Extension (Up to 400 Days)

Schedule Server-Side Audit →

SegmentRudderStackKlaviyoBigQuery

Customer Data Platform (CDP) & Identity Resolution

Unify disconnected user touchpoints into a unified customer profile. We map event schemas across your web app, mobile store, POS, and CRM into one real-time data warehouse.

DELIVERABLES INCLUDED:

CDP Vendor Selection & Schema Architecture Blueprint
Anonymous-to-Known User Identity Resolution
Omnichannel Event Streaming to BigQuery / Snowflake
Dynamic Audience Syncing to Ad Networks & Email Platforms

Deploy Customer Data Platform →

Looker StudioTableauSQLShopify

Executive Dashboards & Funnel Friction Teardowns

Stop logging into 5 different ad accounts. We synthesize multi-channel spend, blended CAC, and LTV cohorts into executive Looker Studio command centers.

DELIVERABLES INCLUDED:

Omnichannel Blended MER & ROAS Dashboards
Checkout Funnel Micro-Dropoff Diagnostic Views
Automated Discrepancy Alerting (GA4 vs Shopify/Stripe)
Custom SQL Data Transformations in Google BigQuery

Architect Custom Dashboards →

SOP Manuals1-on-1WorkshopsGovernance

Technical Analytics Training & Zero-Lock-In Enablement

We ensure your team is never held hostage by an agency. We deliver exhaustive data dictionaries, recorded SOP walkthroughs, and live team workshops.

DELIVERABLES INCLUDED:

Living Data Dictionary & Event Taxonomy Documentation
Hands-on GA4 Exploration & Looker Studio Training
GTM Governance & Container Version Control Guidelines
Ongoing Monthly Strategy & Architecture Retainers

Empower Your In-House Team →

60-SECOND SELF-ASSESSMENT

Evaluate Your Tracking Vulnerability

Check each symptom your business currently experiences to calculate your Data Leak Risk Score:

Client-Side Only Tracking: Still relying on standard browser-based GA4 and Meta Pixel tags without a server-side container (sGTM). Revenue Delta > 10%: Total revenue recorded in Shopify, Stripe, or your backend does not match total purchase revenue in GA4. High Direct Traffic Spike: More than 20% of your total website sessions are categorized as Direct / None in GA4. Missing Consent Mode v2: You have not configured Google Consent Mode v2 with Advanced/Basic signal modeling for EU/privacy regions. Safari ITP Dropoff: Returning customers on iOS/Mac show up as new unique users because cookies expire after 1 to 7 days.

TRACKING LEAK RISK LEVEL

LOW RISK (0/100)

Select your tracking symptoms above to inspect your risk level.

TECHNICAL CLARITY

Frequently Asked Questions

Everything you need to know about our data architecture, server-side setups, and zero-lock-in philosophy.

Client-side tracking tags run in the user's browser, where they are blocked by ad-blockers, brave browsers, and Apple's Safari ITP (which caps cookie lifetimes to 1–7 days). Server-Side GTM routes conversion events through your own first-party subdomain (e.g., metrics.yourdomain.com), extending cookie persistence up to 400 days and capturing 15% to 30% of previously lost conversion signals.

This delta usually stems from three causes: (1) Third-party payment gateways (PayPal, Klarna) stripping session cookies upon redirect, causing sales to attribute to "Direct" or "Referral", (2) Users closing the browser before the client-side confirmation tag fires, and (3) Ad-blockers suppressing the purchase event. We fix this by implementing server-to-server purchase webhooks.

This is a live technical screen-share with a Lead Analytics Consultant. We inspect your browser network payloads, test tag firing rules inside Google Tag Manager, check your GA4 data stream configuration, and identify tracking leaks. You receive a concrete 3-step action plan at the end of the call with zero sales pitch.

Many marketing agencies build tracking in proprietary containers so you cannot leave them without breaking your analytics. We build everything inside your cloud environments (Google Cloud, AWS, GTM, GA4) and provide complete data dictionaries, video SOPs, and workshops so your team owns and understands 100% of your data assets.