Each capability ships on the standard plan. Nothing in this list is an upsell or a separate product line.
01
Bayesian and frequentist outputs side by side
Some teams want a p-value, others want the probability that variant B beats variant A. We compute both, show the credible interval, and warn explicitly when sample sizes are too small for either method to mean anything.
02
Multivariate testing without an explosion of cells
Test subject, hero image, and CTA simultaneously with a fractional-factorial design that uses far fewer recipients than a naive full grid. Results show main effects and interactions separately.
03
Holdout groups and incrementality measurement
Hold back 5% of recipients and measure what would have happened without any campaign. Indispensable for showing leadership that the cost of the sequence is justified by incremental revenue, not background conversion.
04
Per-channel and cross-channel tests
Run the same test on email and SMS to see which channel each variant performs best on — sometimes the 'losing' subject in email is the winning SMS opener.