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Email Marketing · A/B testing

Email A/B testing checklist for 2026

Short answer

A complete email A/B testing checklist has 4 setup items and 2 things to audit against. Work through setup in order, then schedule a quarterly review.

Setup checklist#

  • ☐ Choose one variable per test and one primary metric (clicks or revenue, not opens).
  • ☐ Size samples so results are statistically meaningful; small lists need bigger splits.
  • ☐ Run long enough to capture late openers, typically 4 to 24 hours.
  • ☐ Log results so learnings persist beyond one campaign.

Audit checklist#

  • ☐ Confirm you are not: testing several changes at once.
  • ☐ Confirm you are not: declaring winners on open rate after Mail Privacy Protection.

Ongoing monitoring#

  • ☐ Weekly: review provider dashboards (Postmaster Tools, SNDS) and bounce logs
  • ☐ Monthly: re-run the setup verification after any vendor or DNS change
  • ☐ Quarterly: full audit against this checklist

Frequently asked questions#

What should I A/B test first in email?

Subject lines, then the primary call to action, then send time. These have the largest measurable effect.

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