GOOGLE-ANALYTICS5 MIN READ
Attribution Language Quick Reference
Use precise language when explaining GA4 attribution and channel contribution.
“Can we say this channel caused the conversions?” We can say GA4 assigned credit under this model; causality needs an experiment or holdout. Cause language sounds decisive but overstates the evidence. It keeps attribution useful without pretending it is incrementality. Last-click versus data-driven readout The right model depends on the budget question. What is the safest attribution sentence pattern? “Under [model], GA4 assigned [amount] credit to [channel] for [key event] during [window].” Then add the limitation or next test. OODA battlecard
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