A/B Testing Features Built for Speed and Accuracy
Split testing, decision-ready reporting, revenue tracking, Google Analytics goals, and zero-flicker rendering. From hypothesis to confident decisions, in one platform.
A/B Split Testing
Test any element on your page
Create unlimited variants with different headlines, images, CTAs, or entire layouts. Split traffic with precision. Our deterministic assignment algorithm ensures consistent experiences.
Statistical Engine
Know when results are real
Frequentist and Bayesian analysis with configurable thresholds, automatic multivariate adjustment, and real-time calculations.
Revenue Tracking
Measure the bottom line
Track purchases and revenue per variant. Welch's t-test for revenue comparisons. Know exactly how much each variant is worth.
Google Analytics Integration
Use your GA4 events as A/B test goals
Connect your Google Analytics 4 property and use any existing event as a conversion goal — no extra tracking code, no duplicate instrumentation. Most A/B testing tools force you to re-implement conversion tracking in their SDK. Otter A/B lets you keep the events you already trust and measure experiments against them directly.
- Connect GA4 with one click via OAuth
- Browse and select events from your property — no manual configuration
- Combine GA4 goals with SDK-tracked goals in the same experiment
Zero-Flicker
No flash. No jank.
Cache-first rendering applies changes before the page is visible. 3-second failsafe. Anti-flicker snippet ensures zero visible layout shift.
Platform Support
Works with the stacks teams already run
Otter A/B ships as one lightweight runtime, but setup guides are tailored for the platforms and deployment workflows teams actually use.
Tiny SDK
< 9KB. Zero dependencies.
Async loading. No performance impact. Built from scratch — no bloated framework underneath.
Developer First
Built for engineers
REST API for server-side integrations. SDK methods for custom event tracking, user identification, and consent management. Full control over the testing lifecycle.