What You Can Test
How A/B Testing Works
1
Create variants
When building a campaign, click Add A/B Test. Create two or more variants — you can let AI generate them or write them manually.
2
Set traffic split
Choose how to divide your audience between variants. Common splits:
- 50/50 — equal distribution for clear comparison
- 70/30 — test a variation against your control
- 33/33/33 — test three variants simultaneously
3
Define success metric
Choose what you’re optimizing for:
- Open rate — best for subject line tests
- Click rate — best for content and CTA tests
- Conversion rate — best for overall effectiveness
4
Send and monitor
Send the campaign. LTV.ai tracks performance for each variant in real time.
5
Review results
Once enough data is collected, LTV.ai shows you the winning variant with statistical confidence. You can apply the winner to future campaigns.
Best Practices
- Give tests enough time — allow at least 3-5 days for meaningful data
- Use a large enough audience — tests work best with 1,000+ recipients per variant
- Test subject lines first — they have the biggest impact on overall performance
- Iterate — use winning variants as the starting point for your next test
Viewing Results
A/B test results are available in your campaign analytics:
The winning variant is highlighted automatically.

