AI Trust Audit
Pixel · Trust Audit AI Agent

Pixel · AI guide
Free AI Feature/App Audit

How much do users
trust your AI feature? Let's talk it through.

Twenty questions. I'll read each one aloud, answer with a click, or just type. You'll get a Trust Score and a gap-by-gap fix report. The audit will take about 3 minutes, covering the 5 layers of the Trust Stack.

01TransparencyUsers trust what they can inspect.
02ControlAutonomy is granted, never assumed.
03Confidence calibrationThe interface is honest about uncertainty.
04Graceful failureWrong should be recoverable, not fatal.
05Progressive trustStart assistive. Earn autonomy.
Your answers go to Pixeldesigns to build your report, and nowhere else. Email is optional, only if you want a copy.
Pixel · AI guide

First, what are we auditing?

Your answers get scored against this product, and your report is written for it.

Pixel · AI guide

Almost there

A little context, so your report actually fits.

This shapes which recommendations you get.

Your Trust Score
0 /100

The full report

Your gap-by-gap fix list is ready.

Every gap the audit found, with the specific design fix for each, plus your three highest-leverage moves, prioritized. No email required.

Full report

No spam. The report, and one follow-up if it's useful. That's it.