YDA LabsData Engineer | BigQuery, dbt, n8n | Marketing & Sales Data Warehouses

Marketing Data Blog

Analytics Engineering Insights

Practical articles on marketing data pipelines, BigQuery, Looker Studio dashboards and data warehouses for marketing teams.

How to Build a Marketing Data Pipeline (BigQuery + Looker Studio)

A practical guide to moving marketing data from ads platforms, CRMs, and APIs into BigQuery and Looker Studio.

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Why Most Dashboards Fail to Drive Decisions

Dashboards fail when they show metrics without context, ownership, or decision paths. Here is how to fix that.

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CPA Is Increasing — Should You Stop Your Ads?

A decision framework for diagnosing rising CPA before cutting campaigns that may still be worth scaling.

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