Checkout experimentation on Shopify depends on the store plan, current checkout extension capabilities, and the testing app's supported surfaces. Confirm eligibility before designing a checkout-specific test.
Check the supported surface first
Shopify controls checkout customization and changes available capabilities over time. Confirm the current Shopify documentation, store plan, and app listing before promising a checkout experiment.
Separate storefront from checkout
Sofcy's published test types cover URLs, templates, themes, and custom JavaScript storefront experiences. Its order attribution can follow wallet and third-party checkout paths, which is different from claiming every checkout element can be changed.
Use upstream alternatives
Many checkout questions can be tested safely in the product page, cart, or pre-checkout experience. Delivery information, trust copy, offer framing, and cart summaries may address the same friction within supported storefront surfaces.
Protect payment completion
If a supported checkout experiment is used, test every payment method, market, discount, shipping method, tax state, and error path. Use strict safety exits because checkout failures directly block revenue.
Run the test in Shopify
Sofcy supports URL, template, theme, and custom JavaScript API experiments.
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