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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Bunnings vs Mitre 10: which site makes buying a cordless drill easier?
Bunnings had the cleaner checkout. Mitre 10 made local stock easier to understand. We tested both sites from search to the payment boundary around Geelong.
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Amtrak vs Greyhound: which site makes booking New York to Boston easier?
Greyhound kept the total visible. Amtrak explained the fare. We booked the same New York–Boston journey to the payment boundary and found two very different paths.
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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.