6. List Churn Rate With Revenue Context
Your unsubscribe rate means nothing without revenue context. Track monthly unsubscribes as a percentage, but weight each one by subscriber value—a 2% churn on a list of repeat buyers hits harder than the same rate on one-time purchasers. Losing high-value segment subscribers erodes your email revenue attribution and ROI measurement for e-commerce, since email drives 25-40% of total revenue for well-run DTC brands. Set churn targets based on your list composition and growth goals, not industry averages.
7. Cost to Acquire a Customer Through Email
Divide your total email program cost by new customers directly attributed to email campaigns. That's your email CAC. Compare it against your Meta, Google, or TikTok customer acquisition costs—you'll likely find email undercuts paid channels significantly. With email driving 25-40% of total revenue for DTC brands (Top Growth Marketing), tracking email revenue attribution and ROI measurement for e-commerce becomes non-negotiable. When your email CAC is lower than paid social, you're scaling profit, not just revenue.
8. Email-Driven Repeat Purchase Rate
Track what percentage of your repeat purchases include an email touchpoint in the attribution window. Email-activated customers typically buy more frequently than non-subscribers, making this metric essential for measuring email revenue attribution. This data separates engaged email customers from one-time buyers who carry higher churn risk. For DTC brands where email drives 25-40% of total revenue (Top Growth Marketing), linking repeat purchase behavior to email engagement reveals whether your list is genuinely driving lifetime value or just collecting subscribers who never convert again.
9. Attribution Model Accuracy Assessment
Your last-click attribution is lying to you. Most DTC brands credit conversions to the final touchpoint before purchase—usually a paid ad or organic search—while email does the heavy lifting across the customer journey. Run a gap analysis comparing last-click data against multi-touch or media mix modeling outputs, and you'll likely discover email's true revenue contribution. Teams without proper email revenue attribution and ROI measurement for e-commerce consistently undercount email's impact. Accurate attribution closes the gap between what email actually delivers and what your dashboard shows.