Insights

Measurement Engineering Insights

Practical notes on digital analytics, tracking reliability, automation, Snowflake, GTM, Adobe Analytics, GA4, AI traffic, and data quality.

Tracking & GTM12 min read

Why GTM Click Tracking Breaks Silently

June 2026

How frontend changes, CSS selectors, and untested releases can damage conversion tracking without anyone noticing.

Read more
Implementation5 min read

Better selectors for reliable analytics tracking

June 27, 2026

Why data attributes, stable naming conventions, and tracking specifications are safer than fragile CSS class-based triggers.

Read more
AI Analytics6 min read

AI assistant traffic is becoming a real analytics channel

June 27, 2026

How AI assistants, answer engines, and generated recommendations are changing referral patterns, attribution, and measurement strategy.

Read more