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Real case studies from tracking audits and attribution fixes. No vanity metrics. Just what was broken, how it was fixed, and what changed.

How I Built a Shopify Attribution Pipeline (UTM & Click IDs → Orders)
Markting Analytics & Attribution

How I Built a Shopify Attribution Pipeline (UTM & Click IDs → Orders)

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.

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All Case Studieseducationserver-side-trackingchatgptAI & AutomationAudit and ReportingWeb AnalyticsAdvancedAdvanced TrackingMarkting Analytics & Attribution
Meta CAPI Tracking Using Own Server (Coding Method)
Advanced Tracking

Meta CAPI Tracking Using Own Server (Coding Method)

Learn how to implement Meta Conversions API (CAPI) using your own server in a Next.js project. This guide breaks down the server-side tracking process step-by-step with real code and structure , no third-party tools needed. Perfect for developers and tracking experts who want full control.

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© 2026 Emtiaz Hossain

20 Min Read