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Benchmarking · NCR Corporation

Finding friction in everyday retail flows.

A competitive UX audit of self-checkout experiences, using heatmaps and task analysis to establish a usability baseline for Walmart's next-generation checkout.

Company
NCR Corporation
Role
Lead UX Designer
Client
Walmart
Platform
Kiosk & mobile
UX AuditUsability TestingBenchmarkingKioskRetail
SCO Audit

Overview

As lead UX designer for NCR's self-checkout system, I spearheaded an initiative to establish a comprehensive baseline for measuring the success of a new generation design — shifting from assumption-led decisions to a rigorous, user-centric approach.

Legacy vs new prototype

Key finding — animation

Our analysis revealed that while animations can captivate user attention, excessive or misaligned animation creates content roadblocks that impede task completion.

Animation heatmap analysis
📊

Figure A: over half of clicks in the animated region, not the success area. Figure B: refined strategy — clicks shift to correct target, task success significantly improved.

Research proposal

The benchmark findings raised questions warranting a more rigorous follow-on study — a mixed-method approach investigating animation's impact on the payment screen.

Full deck
SCO Animation Testing — Research & Design Proposal
Highlights
SCO Animation Testing — Study Highlights
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