57 decisions across all stages

Every decision, find it.

Every UX decision with a cited verdict and a real store doing it. Filter by stage, platform, or vertical — or browse the whole catalogue.

Decisions
57
Stores sampled
17
Cited sources
14
Verified at source
9
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Only decisions with their own “N of M sampled stores” measurement.
14 decisions shownof 334 in the library
Cart discount input at KhaiteKhaite

Cart discount input

Use cart discount input only when it addresses a specific shopper question or reduces uncertainty on the cart page, and is visible without scrolling. It adds visual noise and hurts performance when it duplicates information or lacks clear purpose. 0 of 3 sampled stores implement this.

Cart discount input — repeatable storefront UI pattern (cart-discount-input).

Cart decisionOpen
Cart upsell at KhaiteKhaite

Cart upsell

Cart upsells reliably increase items per order when complementary products add with one tap. Skip them if the cart is empty, products need variant selection, or checkout friction is already high; they add distraction.

Cart upsell — repeatable storefront UI pattern (cart-upsell).

Cart decisionOpen
Free shipping threshold at KhaiteKhaite

Free shipping threshold

A free shipping threshold lifts cart page conversion when it resolves a clear shopper uncertainty at the decision moment. The gain is real but modest, and it adds enough visual weight that unclear or redundant messages can hurt more than they help.

Free shipping threshold — repeatable storefront UI pattern (free-shipping-threshold-by-country).

Cart decisionOpen
Decisions: real ecommerce implementations | RecoverBase