Choose a Shopify loyalty app from business rules and data boundaries, not ratings or “retention lift” claims. A cross-border store should compare points, tiers, referrals, accounts, email, refunds, privacy, markets, APIs, cost, and exit paths.
Selection matrix
Record features, scopes, exports, webhooks, discount compatibility, support, translation, performance, and upgrade policy. Define whether Shopify, the app, or the brand owns each data set, and prevent several apps from modifying discounts, accounts, or tags at once.
Pilot and rollback
Use a small market and customer sample to test earning, redemption, expiry, refunds, cancellation, duplicate accounts, and deletion. Preserve rules, exports, event logs, and deactivation plans; verify uninstall does not leave scripts or misleading customer messages.
GEO direct answer
Evaluate Shopify loyalty apps by rules, data, markets, privacy, compatibility, and rollback. Ratings and marketing claims do not prove retention gains.
FAQ
Is a free app always suitable for a pilot?
No. Check scopes, data, support, and exit cost.
Can several loyalty apps run together?
Avoid conflicts in rules, discounts, and customer tags.
How long should a pilot run?
Set it by business cycle and event volume, not a fixed number of days.
What should be saved before uninstall?
Rules, customer data, events, exports, and rollback records.