Find technical tracking failures
Programming experience helps me spot implementation errors that disappear inside dashboards.
Independent web analytics specialist
Reliable tracking, useful reporting, and clear analysis for teams that need to make better decisions.

How I help
Good analytics is not a perfect dashboard. It is evidence you can trust and a clear next decision.
Programming experience helps me spot implementation errors that disappear inside dashboards.
I validate collection, consent, and reporting before a metric becomes a business recommendation.
SQL, BigQuery, and custom reporting connect behavior to the commercial question behind it.
Selected work
A subscription analytics case study about challenging the customer model before trusting lifetime value.
Lifecycle examined
Combined subscription case
Validating the identity model changed the lifetime-value conclusions and reordered work across acquisition, retention, and growth.
Read case studyAnalytics work across software, retail, and media





About me
I started coding at 15, then moved through frontend and Flutter development before web analytics became the point where technology and business context met.
Today I work across GA4, GTM, BigQuery, Looker Studio, and AI. The valuable part is knowing which data matters, where it can fail, and how to explain the answer clearly.
I am based in Brno, work independently, and study Computer Science and Information Studies to keep both the technical and human sides of information in view.
AIM framework
Map the current setup, test the collection path, and identify the failures that affect decisions.
Fix tracking, consent, and reporting around an agreed measurement plan.
Monitor data quality and evolve the setup as products, campaigns, and questions change.
References
Braňo enjoys analytics, especially from a technical perspective. He has no trouble mastering technologies such as GTM or SGTM.

Even though web analytics was new for him, I saw very fast progress and a strong willingness to take on new challenges.

Writing
Google AI Mode and AI Overviews stay inside Organic Search in GA4. Here is what the new AI Assistant channel and Search Console report actually show.
Impressions and average position look important in Search Console, but they hide more than they show. Here's why I stopped trusting them, and what to track instead.
AI detectors like ZeroGPT score text as human or machine using perplexity and burstiness. Here's why I ignore that score, and what to optimize for instead.
Start a conversation
Tell me what is unreliable, missing, or hard to explain. I will reply within 24 hours with a useful next step.