Technical insights on Ads, Tracking, Analytics & DataViz
30% of your SFCC orders have no GA4 session. This is not a bug. It is a mix of five structurally different categories — each...
Read Article →Five dashboards, five revenue definitions, one team. This is not a data quality problem — it is a governance problem. This guide covers the full...
Read Article →Your LEFT JOIN between GA4 and SFCC returns 40% NULLs. The problem is almost always the transaction ID. This article covers every failure mode with...
Read Article →GA4, SFCC and your offline files will always show different revenue numbers. This is not a bug. Each system measures a different reality, at a...
Read Article →Looker is not a dashboard tool. It is a semantic layer platform built around LookML — a modeling language that defines your business logic once...
Read Article →Introduction Server-side tracking is often presented as a universal fix for: The common belief is simple: “If tracking runs on the server, browsers can’t interfere.”...
Read Article →Cookieless is not determinist Clearing cookies used to feel like a reset. It is not. Modern tracking increasingly relies on measurement (fingerprinting) and side-channels (caches...
Read Article →Introduction The term “cookieless” has become the hottest buzzword in digital marketing and ad tech. You can’t attend a conference, read a vendor pitch, or...
Read Article →How Google, Shopify, and 60+ industry leaders are solving the n² integration problem that’s been strangling conversational commerce The Problem: A Commerce Bottleneck Hiding in...
Read Article →A step-by-step tutorial for deploying N8N with Docker, Nginx, Let’s Encrypt SSL, and RDS PostgreSQL Introduction: Why Self-Host N8N? N8N is a powerful workflow automation...
Read Article →Understanding the architecture, implementation patterns, and production-ready practices behind event-driven integrations Introduction: The Push vs. Pull Paradigm Shift In the evolution of API architecture, webhooks...
Read Article →A/B testing isn’t rocket science. But it’s merciless with people who cheat on statistical rules. After 10 years analyzing tracking data, here’s what I’ve learned...
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