How does the AI UX audit tool work?

Upload a screenshot of your AI interface (chatbot, code assistant, dashboard, etc.) and the tool instantly analyzes it against 36 research-backed AI UX patterns. You get a score, pattern-by-pattern breakdown, and can chat with an AI design mentor for deeper insights. See real-world examples from ChatGPT, GitHub Copilot, and more.

What AI interfaces can I audit?

You can audit any AI-powered interface: chatbots (like ChatGPT or Claude), code assistants (like GitHub Copilot or Cursor), AI dashboards, content generators, AI agents, and more. The tool supports both mobile and desktop screenshots. Upload yours at aiuxdesign.guide for instant feedback.

Is the AI UX audit tool free?

Yes, the AI UX audit tool is completely free and includes a small number of free audits. No signup or account is required. Your screenshots are never stored. Get started at aiuxdesign.guide.

Free · No signup required

Free AI UX Audit Tool

Q: What is an AI UX audit?

An AI UX audit analyzes your AI interface design against proven UX patterns. It identifies which patterns your product implements well, which need improvement, and which are missing — giving you a score and actionable recommendations. Try the free AI UX audit tool at aiuxdesign.guide to score your design against 36 research-backed patterns.

Score AI interfaces against 36 patterns. Get next steps from Claude.

Patterns used by teams at

PulseMetrics

Sales overview

Last 30 days

Revenue

$48.2K

+12%

Orders

1,284

+4%

Conv. rate

3.4%

−0.2%

AOV

$37.50

+1.8%

Revenue trend

Daily

Recent orders

#10248Ada Lovelace$128.40

#10247Grace Hopper$74.00

#10246Alan Turing$220.95

AI Assistant

Insights for this dashboard

Key insight

Revenue is up 12% MoM, driven mostly by mobile checkout improvements.

Recommendation

Consider a Tuesday email campaign — engagement is highest then.

Couldn't load forecast.

Ask the assistant…

9:41

AI Assistant

5 audit findings

What is an AI UX audit?

Score your interface against 36 patterns built for AI products. Upload a screenshot of any chatbot, code assistant, or dashboard to get instant, actionable feedback, then explore each pattern through a working micro-app with code you can paste into your own designs.

Each pattern has a working demo

Interactive

Contextual Assistance

Gmail Smart Compose finishes the sentence you were writing.

Try the demo

Interactive

Trust Calibration

Reject suggestions and watch AI confidence pull back.

Try the demo

Interactive

Mixed-Initiative Control

Click any field. AI yields and keeps writing the others.

Try the demo

See all 36 patterns

Patterns tested:Progressive DisclosureConfidence VisualizationError RecoveryContextual Assistance+32 more

How it works

Step 1

Upload

Drop a screenshot. Desktop, mobile, or tablet.

Step 2

Analyze

Scored against 36 patterns from ChatGPT, Copilot, and Notion.

Step 3

Get Insights

See what's strong, weak, or missing. Chat with an AI mentor.

Keep exploring

Browse patterns, take a course, or pick a starting point.

36 patterns

Browse the pattern library

Real examples and code from ChatGPT, Claude, Copilot, and 50+ AI products.

Conversational UIConfidence Visualization+34 more

Explore patterns

Free · No signup

Free courses for designers

Hands-on paths from product designers shipping AI features daily.

Claude CodeCursorGitHub CopilotClaude Design

Browse courses

Not sure where to start?

Hands-on

Build a Conversational UI

Ship a real chat interface using the patterns ChatGPT and Claude rely on.

Start the guide

Claude Code Course for Designers

Ship real features with Claude Code, even if you don't code daily.

Start the course

Screenshots never stored

Actionable design insights

Free · No signup required

Free AI UX Audit Tool

Score AI interfaces against 36 patterns. Get next steps from Claude.

Patterns used by teams at

PulseMetrics

Sales overview

Last 30 days

Revenue

$48.2K

+12%

Orders

1,284

+4%

Conv. rate

3.4%

−0.2%

AOV

$37.50

+1.8%

Revenue trend

Daily

Recent orders

#10248Ada Lovelace$128.40

#10247Grace Hopper$74.00

#10246Alan Turing$220.95

AI Assistant

Insights for this dashboard

Key insight

Revenue is up 12% MoM, driven mostly by mobile checkout improvements.

Recommendation

Consider a Tuesday email campaign — engagement is highest then.

Couldn't load forecast.

Ask the assistant…

9:41

AI Assistant

5 audit findings

What is an AI UX audit?

Each pattern has a working demo

Interactive

Contextual Assistance

Gmail Smart Compose finishes the sentence you were writing.

Try the demo

Interactive

Trust Calibration

Reject suggestions and watch AI confidence pull back.

Try the demo

Interactive

Mixed-Initiative Control

Click any field. AI yields and keeps writing the others.

Try the demo

See all 36 patterns

Patterns tested:Progressive DisclosureConfidence VisualizationError RecoveryContextual Assistance+32 more

How it works

Step 1

Upload

Drop a screenshot. Desktop, mobile, or tablet.

Step 2

Analyze

Scored against 36 patterns from ChatGPT, Copilot, and Notion.

Step 3

Get Insights

See what's strong, weak, or missing. Chat with an AI mentor.

Keep exploring

Browse patterns, take a course, or pick a starting point.

36 patterns

Browse the pattern library

Real examples and code from ChatGPT, Claude, Copilot, and 50+ AI products.

Conversational UIConfidence Visualization+34 more

Explore patterns

Free · No signup

Free courses for designers

Hands-on paths from product designers shipping AI features daily.

Claude CodeCursorGitHub CopilotClaude Design

Browse courses

Not sure where to start?

Hands-on

Build a Conversational UI

Ship a real chat interface using the patterns ChatGPT and Claude rely on.

Start the guide

Claude Code Course for Designers

Ship real features with Claude Code, even if you don't code daily.

Start the course

Screenshots never stored

Actionable design insights