BigQuery reporting for marketing data that needs to be trusted.

GA4, Google Ads, ecommerce and CRM data are more useful when the definitions live in one governed reporting layer.

What this covers

  • GA4 export setup and validation.
  • Google Ads, ecommerce and CRM data joins.
  • Views for brand versus non-brand, new versus returning and qualified lead reporting.
  • Looker Studio dashboards where clients want a fixed interface.
  • AI-generated reports where a scheduled narrative is more useful than another dashboard.
  • QA checks so reports do not simply repeat platform attribution claims.

The point is not to create a bigger dashboard. The point is to give the business stable definitions it can use for budget decisions.

BigQuery and analytics reporting workspace