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 →You’ve spent hours configuring Google Tag Manager. Every variable is mapped. Every trigger fires perfectly in Preview mode. You test, retest, and finally hit publish...
Read Article →You’ve heard the term “server-side tracking” thrown around like it’s the holy grail of analytics. But let’s be honest—most explanations either oversimplify it to the...
Read Article →Most advertisers assume that Enhanced Conversions (EC) and Customer Match (CM) are nearly the same thing. Both use hashed email addresses.Both rely on Google’s identity...
Read Article →GTM, Adobe Launch, Matomo – and why a “universal consent dataLayer” does not exist Many teams assume that CMPs (Axeptio, Didomi, OneTrust, Cookiebot…) all push...
Read Article →Google Analytics 4 does support offline data import.But most implementations aren’t compatible with it — not because GA4 is limited, but because the tracking foundations...
Read Article →Most marketers assume Google Ads and Meta Ads automatically attach UTM parameters to their URLs.They don’t.Not by mistake, but by design. Both platforms prefer to...
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