UX Robot / Public field notes
We test the journeys people actually have to finish.
Clear, independent comparisons of important website journeys. We use the same task, the same conditions and screenshots that show exactly what happened.
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Latest comparisons
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Boots vs Superdrug: which CeraVe cleanser checkout is easier?
A hands-on UK comparison of the same cleanser through product, basket, guest checkout, accessibility and mobile performance.
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JB Hi‑Fi vs Harvey Norman: which Nintendo Switch OLED journey wins?
A hands-on Australian comparison of price, delivery clarity, guest checkout, accessibility and mobile performance.
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RBC vs TD: which low-cost chequing application is clearer?
A hands-on Canadian comparison of account explanation, application handoff, error recovery, accessibility and mobile performance.
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Best Buy vs Target: which AirPods pickup journey is easier?
Best Buy was $53.93 cheaper and offered guest checkout; Target required account creation for the same AirPods pickup.
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Currys vs John Lewis: which Sony headphones checkout is easier?
John Lewis made fulfilment and payment easier to inspect; Currys was 99p cheaper but added more interruptions.
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Qantas vs Virgin Australia: which Melbourne–Sydney booking is easier?
Virgin Australia was A$40 cheaper for the comparable fare; Qantas offered the clearer final consent step.
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VIA Rail vs Megabus: which Toronto–Montréal booking is easier?
Megabus was C$39.57 cheaper; VIA Rail arrived 59 minutes earlier and explained more of the travel contract.
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U-Haul vs Penske: which site makes a Los Angeles-to-San Diego truck rental easier?
We compare prices, truck choices, optional protection, validation and phone performance for the same one-way Southern California move.
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A fair test, not a hot take
01 / Same task
Comparable journeys
Both websites get the same realistic goal, location, device and stopping point.
02 / Visible evidence
Show where it happened
Important findings include the exact page, page area and an annotated screenshot.
03 / Plain English
Useful fixes
Every recommendation explains what to change, where to change it and why it matters.
Your website has evidence these public comparisons cannot see
See what real visitors are trying to do—and where they get stuck.
UX Robot connects your analytics, search data and behaviour evidence, then turns it into a practical, prioritised audit.