Your BigQuery Analysis Is Only as Good as Your GA4 Data

One of the biggest mistakes I see analysts make is jumping straight into BigQuery analysis without first verifying that their GA4 implementation is actually collecting reliable data.

The truth is simple:

Bad GA4 data becomes bad BigQuery data.

Before you spend hours building SQL queries, dashboards, or attribution models, it's worth taking a few minutes to validate your GA4 setup.

That's why I created a free checklist with 150+ GA4 implementation and data-quality checks.

Inside you'll find checks for:

✓ Events and conversions
✓ Ecommerce tracking
✓ User properties
✓ Traffic attribution
✓ Cross-domain measurement
✓ Consent Mode
✓ Google Tag Manager implementation
✓ Data quality issues
✓ Reporting accuracy
✓ And much more

Whether you're an analyst, engineer, consultant, or marketer, this checklist can help you catch issues before they become expensive reporting problems.

👉 Download the Free 150+ GA4 Audit Checklist

Thanks,
Anil Batra