How to separate email influence from other channels?

Use controlled tests such as holdout groups. Run experiments where a portion of the audience does not receive the email. Compare their behavior to those who did.

Combine these tests with analytics models and multi touch attribution. Together they paint a clear picture of email’s true contribution to the overall voyage.

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