Technical

GA4 Warehouse Data Checklist

Essential checks for Google Analytics 4 data in your cloud data warehouse.

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Meta Title
GA4 Warehouse Checklist | DataInc.ai
Meta Description
Comprehensive checklist for validating GA4 BigQuery export data quality and completeness.
Primary Keywords
GA4 warehouseGA4 BigQuery
Secondary Keywords
Google Analytics 4GA4 data qualityBigQuery export

Export Configuration Checks

  • Dataset setup

  • Table partitioning

  • Streaming vs daily

Verify your GA4 BigQuery export is configured correctly for reliable data delivery.

Data Freshness Validation

  • Export timing

  • Table lag

  • Intraday vs daily

Monitor when GA4 data arrives and detect unusual delays in the export process.

Event Coverage

  • Required events

  • Custom events

  • Parameter completeness

Ensure all expected events are being captured with complete parameters.

User Identity Checks

  • User ID presence

  • Client ID consistency

  • Cross-device tracking

Validate user identification is working as expected for accurate analysis.

E-commerce Validation

  • Transaction completeness

  • Product data

  • Revenue accuracy

Specific checks for e-commerce implementations to ensure revenue data is accurate.

Privacy and Consent

Verify consent mode signals are properly reflected in your warehouse data.