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🔍 Usability Audit

Describe a screen or flow and get a heuristic audit against Nielsen's 10 — each finding tagged with the heuristic, a severity and a concrete fix.

See the quality — a real example

Sample only · no credits used

Input — screen described

Checkout page: shipping + payment on one screen. Card field shows a red border the moment you focus it, before typing. The only button says "Continue" with no order total nearby. A grey "Place order" appears after submit with no spinner, and clicking it twice creates two orders.

User goal: complete a first purchase without second-guessing whether it worked.

Output — heuristic findings

Error preventionhigh

Submitting twice creates duplicate orders — double-charge risk.

Fix: disable the button on click, show an inline spinner, and dedupe with an idempotency key server-side.

Help users recognize & recover from errorsmedium

The card field turns red on focus before any input, signalling an error that doesn't exist.

Fix: validate on blur or submit, not focus; reserve red for fields that actually failed.

Visibility of system statusmedium

No order total near the action and no loading state after "Place order" leave users unsure anything happened.

Fix: show the total beside the button and a clear pending/confirmed state after submit.

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FAQ

How much does Usability Audit cost?

About 9 points per run (1 point = $0.01). You get 30 free points on signup to try it. No subscription — pay only for what you run, and points never expire.

Is my data private?

Your input is used only to generate this one result; results are saved to your own account history, never shared and never used to train models.

What if the result isn’t good?

If a tool fails to deliver a usable result within 14 days, we refund or re-credit it — just email hi@panshi.io.

Do I need a subscription?

No. Buy points once, use them on every tool, no monthly fee, and they never expire.