
How to Set Up Google Analytics 4: Complete Guide for Beginners
Google Analytics 4 powers 14.8 million websites and holds 65% of the web analytics market. Whether you are launching a…
About the Author
Web Analytics Consultant
Helping businesses make smarter decisions with privacy-first analytics, honest attribution, and data strategies that actually work.
I started my career in digital marketing back in 2012, when "big data" was still a buzzword and Google Analytics was the undisputed king of web tracking.
After spending 8 years in corporate analytics — including roles at a major e-commerce platform and a Fortune 500 retail company — I noticed a growing disconnect between what marketers needed and what traditional analytics tools provided.
In 2020, everything changed. GDPR enforcement intensified, Apple introduced App Tracking Transparency, and suddenly the industry's reliance on third-party cookies looked like a house of cards.
I made a decision: instead of fighting the privacy wave, I'd ride it. Today I consult for mid-size businesses and startups on building analytics systems that respect user privacy while delivering real marketing insights.
This blog is where I share what I've learned — no fluff, no vendor bias, just practical insights from someone who's been in the trenches.
I help teams move beyond vanity metrics to analytics systems that actually drive decisions.
Setups that respect user consent, meet GDPR/CCPA requirements, and still give you the data you need.
Understanding what works without invasive tracking. Multi-touch models, incrementality testing, MMM.
Tools that actually respect user privacy. Matomo, Plausible, Fathom, PostHog — finding the right fit.
Owning your data, not renting it. Building analytics infrastructure that survives cookie deprecation.
Three principles that guide every recommendation I make.
I don't get paid by tool vendors. My recommendations are based on what works for your business, not on affiliate commissions.
Privacy isn't an afterthought or a checkbox. Every analytics recommendation I make is compliant by design — because it's the right thing to do.
The best analytics setup is the one your team actually uses. I focus on actionable implementations, not theoretical frameworks.
In-depth articles on the topics that matter most.

Google Analytics 4 powers 14.8 million websites and holds 65% of the web analytics market. Whether you are launching a…

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Whether you need a full analytics audit, help migrating to a privacy-first tool, or a second opinion on your attribution setup — I'd love to hear from you.