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Customer Journey

Marketing Attribution: Journeys, Assigned Credit, and Incrementality

What is marketing attribution? Marketing attribution assigns conversion credit to recorded ads, clicks, and other touchpoints using a rule or algorithm. It answers how a report allocated an outcome. It does not show what actually caused the outcome, and it cannot see touchpoints the system never stored. Keep three layers

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First-Click Attribution: Examples and GA4 Changes

First-click attribution is a measurement rule that gives 100% of conversion credit to the earliest known marketing touchpoint in a recorded path. Google Analytics 4 removed first-click, linear, time-decay, and position-based attribution models in November 2023. That date matters more than any benefit list. First-click still exists as a concept

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Demand Generation: Strategy, Examples, and Measurement

Demand generation is a marketing program that creates awareness and qualified interest in an offer. Lead generation captures contact information. Demand generation can include capture, or it can stop at education. The difference that matters is the rule for when a person enters the pipeline. It combines audience targeting, content,

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