Advanced Google Ads strategies and server-side tracking architecture for brands that demand surgical precision in their performance data.

A real-world case study showing how attribution data (UTM, gclid, fbclid) was captured, persisted, and sent to Shopify orders for accurate marketing attribution. This guide walks through the architecture, implementation, and tracking strategy used in a live TinyBot client project.
The bi-weekly briefing on high-performance ad strategies and data engineering. No fluff. Just metrics.
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