Choose a Shopify A/B testing app only after confirming its supported test types, assignment, anti-flicker behavior, order attribution, statistics, limits, security, support, and rollout workflow against your real use cases.
List required experiments
Write the next five tests your team expects to run and the Shopify surfaces they change. Confirm each surface in current product documentation instead of choosing from a generic feature count.
Audit data quality
Ask how visitors are assigned, how exposure is defined, how Web Pixels and orders are connected, how consent and currencies behave, and how data can be reconciled. Review the reported effect, uncertainty, and segment rules.
Test storefront safety
Check anti-flicker behavior, page speed, theme compatibility, mobile behavior, error handling, simultaneous tests, pause speed, and rollback. Run QA on real products, markets, discounts, carts, and checkout paths.
Calculate total operating fit
Compare price, visitor and concurrency limits, integrations, exports, team access, support, implementation work, and winner application. Use the trial to judge whether the team can launch reliable tests repeatedly.
Run the test in Shopify
Sofcy supports URL, template, theme, and custom JavaScript API experiments.
Start free trial