1. Get Started
What is multi-touch attribution (MTA)?
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Why is attribution important?
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2. Attribution Models
Last click: The one everyone knows
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First click and linear models
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Rule-based models
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Custom models
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Analysis: Upper funnel and pathing
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Data-driven models
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3. Marketing Mix Modeling
Overview of marketing mix modeling (MMM)
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When to use MMM or MTA
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Holistic view: Unified attribution and MMM
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TV and search, frequency capping, and budget optimization
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4. Evaluate and Deploy
Challenges and considerations
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Software and skills
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Data quality basics: Campaign tagging and data prep
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Deploy and operationalize
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