User-Level Testing

Run randomized control trials (RCTs) on your own user base. Measure the true impact of CRM, direct mail, email, and push notifications.

Audience Splitting

Automatically split your user lists into treatment and control groups with perfect randomization to ensure valid results.

Power Analysis

Calculate exactly how many users you need in each group to detect a meaningful lift before you start the test.

Holdout Groups

Maintain long-term holdout groups to measure the cumulative impact of your marketing efforts over time.