Get production-ready BigQuery SQL used by real analysts to rebuild sessions, attribution, and user journeys — accurately.
No sampling • Event-level accuracy • Copy-paste ready
If you’ve tried to answer simple questions in GA4, you already know:
The truth: you need BigQuery to get real answers.
Accurate sessionization logic that fixes GA4 inconsistencies
Custom channel grouping and multi-touch attribution models
Track real paths across events, devices, and sessions
Retention, cohorts, funnels, and LTV modeling
Use your GA4 export data
Production-ready queries from this site
Get accurate, unsampled insights instantly
SELECT user_pseudo_id, session_id, MIN(event_timestamp) as session_start, COUNT(*) as events FROM `your_project.dataset.events_*` GROUP BY user_pseudo_id, session_id
This replaces unreliable GA4 session reporting with fully controlled logic.
Skip the trial and error. Get queries analysts actually use.
Copy-paste SQL used by real analysts to build sessions, attribution, and user insights from GA4 export data.