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Skill

Marketing Attribution

Reconcile attribution conflicts and trace true revenue drivers

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When determining which marketing efforts drive revenue, reconciling conflicting platform data, or instrumenting first-party attribution tracking.

Author
Corey Haines
License
MIT

Understanding Attribution

Attribution answers the core question: which marketing efforts actually drive conversions and revenue? Each organization answers this differently based on sales cycle, measurement infrastructure, and data access. This skill guides you through model selection, platform reconciliation, and optionally building first-party tracking infrastructure when you control the conversion surface.

Highlights

  • Compare attribution models—first-touch, last-touch, time-decay, linear, position-based—and understand which applies to your sales cycle
  • Reconcile platform disagreements by anchoring to authoritative conversion sources, then explain where each platform over-claims
  • Identify blind spots: direct traffic, branded search, dark social, and AI-assisted browsing often hide real drivers
  • Instrument first-party tracking when you control conversion surfaces like booking pages, hosted checkouts, or survey forms
  • Distinguish measurement paradigms: multi-touch attribution for user journeys, media mix modeling for channel contribution, incrementality testing for causal proof

When to Use

This skill suits marketing leaders, growth teams, and analysts who need to confidently allocate budget and explain performance gaps. It complements analytics skills (event tracking setup), ads management (pixel configuration), and business automation without overlapping their scope.

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