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Building an Agentic AI System for Anomaly Detection: From Theory to Practice
A few weeks ago, I wrote about agentic AI in analytics  and how autonomous systems are transforming how we work with data. The post resonated with many in the analytics community, but talking about concepts is one thing—actually building something is another. So I decided to put theory into practice. I built an autonomous anomaly detection system for Google Analytics 4 that runs 24/7, monitors real GA4 data, and alerts me when something genuinely unusual happens. Not as a pro
Oct 2012 min read


Important Update: Google Analytics 4 Session Identifier Format Transition
Data analysts and digital marketing professionals leveraging Google Analytics 4 (GA4) should be aware of a recent modification to the...
Jun 23 min read


Mastering Google Tag Configuration in GA4: Best Practices for Accurate Data Tracking
After auditing the GA4 setups of numerous websites across different industries, one persistent issue has become clear: the configuration...
Oct 8, 20242 min read


A Guide to Understanding Regex Differences in Google Analytics 4 and Universal Analytics
As we navigate the ever-evolving world of analytics, transitioning from Universal Analytics (UA) to Google Analytics 4 (GA4) brings about...
Aug 24, 20233 min read


Overcoming Common Google Analytics 4 (GA4) Pitfalls: A Guide to Smooth Data Capture and Analysis
Introduction Google Analytics 4 (GA4) is a robust analytics tool that provides valuable insights into user behavior and website...
Aug 7, 20233 min read


The Evolution of Google Analytics: From Urchin to Google Analytics 4
Introduction: Google Analytics has been a cornerstone of web analytics since its inception. Over the years, it has evolved from its...
Aug 7, 20234 min read
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