A/B Testing Your Campaigns

4 min readUpdated January 21, 2026

What to Test#

A/B testing helps optimize your campaigns. Test:

For Mail:

  • Headlines and copy
  • Images and design
  • Offer types
  • Call-to-action

For SMS:

  • Message length
  • Personalization level
  • Send times
  • CTA phrasing

Setting Up an A/B Test#

  • Create your campaign as normal
  • Click "A/B Test" toggle
  • Create Variant B with changes
  • Set split percentage (e.g., 50/50)
  • Choose winning metric (opens, responses, calls)
  • Launch test

Analyzing Results#

After your test completes:

  • View side-by-side comparison in Analytics
  • Check statistical significance
  • Apply winner to future campaigns
  • Document learnings for your team

We recommend testing with at least 500 recipients per variant for reliable results.

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