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Analytics · 2 de jun. de 2026 · 7 min de leitura

Google Sheets to BigQuery marketing analytics guide

Build a reliable path from spreadsheet-level reporting to scalable warehouse analytics.

Google Sheets to BigQuery marketing analytics guide

When to move beyond spreadsheets

Google Sheets is great for quick validation and collaborative checks, but volume and transformation complexity eventually become bottlenecks.

BigQuery gives teams a stable historical layer with faster queries and better governance for performance reporting.

Migration flow that minimizes risk

Start by mirroring existing Sheets metrics in BigQuery with the same naming conventions and date grain.

Run both flows in parallel for at least one cycle, compare KPI totals, and only then switch dashboards to warehouse-first datasets.