The UXexpert Blog
Where design, code, and conversion meet
Most audits look at one thing. The problems that actually cost you sit in the overlap — a design decision made in markup, a funnel that leaks because of a slow component. These guides live in that intersection.
AI UX Audit Tool: The Complete Guide
What an AI UX audit tool is, what it checks, how it compares to Lighthouse and single-purpose checkers, and how to get real value from one. The best entry point to everything below.
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Tuning the Review: Custom AI Design Audits
Make the audit an expert in your product with expertise skills and custom rules — so it checks your design system, not a generic checklist.
Private Code Audits: Local vs. Your Claude Key
Get an AI review without uploading your source. How the local engine and bring-your-own-key model keep code on your device.
Turn a UX Audit Into User Stories
Convert findings into user stories with acceptance criteria — a ready-to-work backlog, not a PDF nobody opens twice.
Audit a Design From a Screenshot
No code yet? Get AI UX feedback on a mockup or screenshot — what vision catches, what it misses, and when to pair it with a code audit.
Deep dives
The Hidden Cost of Design Debt
Why single-discipline reviews miss the code-level design debt that quietly taxes conversion — and how to catch it.
Auditing AI-Generated Code
AI built your app in an afternoon, but nobody reviewed it. How to audit a vibe-coded app before your users find the gaps.
How to Run an Accessibility Audit
What WCAG-aligned checks matter, why you need automated plus human testing, and the highest-impact code-level fixes.
Design Review Without a Designer
Principal-level, automated design audit feedback at startup speed — and exactly what to look for in a tool.
Diagnosing Low Conversion Rates
Button, broken code, or leaky funnel? A diagnostic approach to conversion rate audits that finds the root cause.
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