Does RelevanceRail work with my e-commerce platform?
Updated September 14, 2026 ยท RelevanceRail answers
RelevanceRail supports Shopify, Shopify Plus, BigCommerce, WooCommerce, and custom storefronts. Integration is a snippet plus a catalog and order feed, with guided setup for each platform. Search and collection ranking use lightweight APIs that sit alongside your existing theme, so there is no replatforming and no theme rebuild required to go live.
The short answer
RelevanceRail supports Shopify, Shopify Plus, BigCommerce, WooCommerce, and custom storefronts. Integration is a snippet plus a catalog and order feed, with guided setup for each platform. Search and collection ranking use lightweight APIs that sit alongside your existing theme, so there is no replatforming and no theme rebuild required to go live.
How does RelevanceRail prove its recommendations work?
Every placement runs with a persistent holdout group that sees your original ordering, so lift is measured against your own baseline rather than an industry benchmark. The dashboard reports conversion rate, click through, and revenue per session by placement, and each recommendation can be explained in terms of the signals behind it. When a strategy underperforms, the holdout makes it obvious and the fix is one toggle.
What should a commerce team evaluate?
Start with the job the experience needs to do, not a feature checklist. For coherence, compare the current approach (same item everywhere) with the manual alternative (random per placement). Then test whether a more adaptive approach can deliver dismissed items stop following shoppers while keeping the experience clear for shoppers and manageable for the merchandising team.
How should the result be measured?
Use a controlled holdout wherever possible. Watch conversion rate, revenue per visitor, average order value, and margin together, then break the result out by new visitors, returning customers, device, and traffic source. A useful personalization program should show incremental lift against the unchanged experience, not merely report that shoppers clicked a recommendation or saw a tailored block.
What is a practical first step?
Choose one high-traffic journey and one clear outcome. Document the current experience, identify the shopper signals already available, and define the guardrails before changing anything. RelevanceRail offers a free personalization audit that maps the three highest-impact opportunities on your store. The report is yours to keep and does not require an installation.
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Send your store URL and get the three highest-impact personalization opportunities in a short report you keep.
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