These answers come from the year-long archive of my previous chatbot that lived on my previous site iamnicola.ai. I’ve curated the most useful sessions—real questions from operators exploring AI workflows, experimentation, and conversion work—and lightly edited them so you get the original signal without the noise.
analytics
What is the difference between Google Analytics and Google Analytics 4?
Google Analytics 4 (GA4) is the newer version replacing Universal Analytics. Key differences include event-based tracking (GA4) vs session-based (UA), better privacy compliance, cross-platform tracking (web + app), machine learning insights, and different reporting interface. GA4 uses events for everything, making it more flexible but requiring different setup. GA4 focuses on user journeys across devices. Universal Analytics stopped processing data in July 2023, so GA4 is now required. Migration involves setting up GA4, running both in parallel, and learning the new interface. Example: A company migrated to GA4 and gained better insights into cross-device user journeys, though it required learning new reporting methods.
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