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Technical insights on Ads, Tracking, Analytics & DataViz

google

GA4 Offline Data Import: The Complete, Real-World Guide (What Works, What Breaks, and How to Fix Your Tracking Before It’s Too Late)

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...

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google, meta

Tracking Parameters for Google Ads and Meta Ads: What You Really Need to Configure (and Why Nothing Is Automatic)

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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google, meta, shopify

Shopify, Web Pixel & Ad Tracking: The Limit of “Site-Centric” Tracking — and How to Move Toward “Ad-Centric”

Shopify has modernized its tracking ecosystem with the introduction of Web Pixels — a concept I’ve covered before.It’s clean, sandboxed, privacy-compliant… but it remains primarily...

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adobe, google

Misunderstanding Server-Side Tagging vs Custom Domains

With the growing adoption of server-side tagging, many people assume that using a custom domain automatically means the data is collected server-side.It sounds logical —...

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google, meta

Everything You Need to Know About Google Ads and Meta Ads Conversion Pixels

1. What Is a Conversion Pixel and Why Is It Important? A conversion pixel is a snippet of code you add to your website to...

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google, meta

The Critical Role of Audiences in Modern Advertising

Why Audience Setup in Google Ads and Meta Ads is Critical for Performance (And How to Do It Right) When I first started running paid...

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adobe, google, matomo

How to Authenticate to Google, Adobe & Matomo APIs

🔍 Intro Let’s say you want to plug into your analytics tool — Google Analytics 4, Adobe Analytics, or Matomo — and pull data through...

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adobe, google, matomo

Native Server-Side Tracking: GA4 vs Adobe vs Matomo

Introduction When we talk about server-side tracking, most people think of server-side tag managers like GTM SS or Adobe Edge. But you don’t necessarily need...

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google

GA4 Events Explained – Full Overview + Ecommerce Funnel with Real Examples

Introduction GA4 has fully embraced the event-driven model. But with multiple types of events—automatic, enhanced, recommended, and custom—it’s easy to get lost. This post breaks...

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google

Understanding Google Signals in Google Analytics 4: How It Works and a Use Case with Demographic Data

Google Signals is a powerful feature in Google Analytics that enables cross-device tracking and enriches your data with users who have turned on Ads Personalization....

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google

Set up a Google Analytics tracking in high level steps

Summary Google Analytics is a powerful tool for understanding your website’s performance and user behavior. Setting up tracking correctly and configuring key events can provide...

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adobe, google, matomo

Comparing Google Analytics, Adobe Analytics, & Matomo

In the realm of web analytics, data is king. Understanding user behavior, website performance, and marketing effectiveness is crucial for any online venture. Three prominent...

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