Scan result

Scan another →
Share your CanaryScore

Brag about a good run — or roast yourself with a bad one.

Post to X
Want a report like this for your site?

Paste your URL and see where real users get stuck — free, ~60 seconds, no account needed.

Scan your site free →
95CanaryScore
A
https://kuberns.com/LLM narratives

0% of 40 simulated users dropped off. 6 issues found. Top opportunity: 2 form field(s) without a label.

Spotless flight — the whole flock sailed right through. 🎉
40
canaries
0%
dropped off
6
issues found
🏆 Your SEO scored 100%

Show it off — embed a live badge on your site. It's instant social proof for visitors, and the backlink helps your SEO. It updates automatically when you re-scan.

Embed your badge →
mediumaccessibility/pricing — form #1: (unnamed), (unnamed)

2 form field(s) without a label

Placeholder-only or unlabeled inputs are invisible to screen readers and disappear once typing starts, confusing everyone.

Fix

Add a persistent <label> tied to each input via for/id. Placeholders are not a substitute for labels.

Was this finding right?
lowclarityvarious

20 vague or unlabeled links

Links like "(icon-only)", "(icon-only)", "(icon-only)" +17 more give no hint of where they go — unusable for screen-reader and keyboard users, and a small hesitation for everyone.

Fix

Use descriptive link text that names the destination or action.

Was this finding right?
lowclarity/pricing — various

20 vague or unlabeled links

Links like "(icon-only)", "(icon-only)", "(icon-only)" +17 more give no hint of where they go — unusable for screen-reader and keyboard users, and a small hesitation for everyone.

Fix

Use descriptive link text that names the destination or action.

Was this finding right?
lowclarity/contact — various

20 vague or unlabeled links

Links like "(icon-only)", "(icon-only)", "(icon-only)" +17 more give no hint of where they go — unusable for screen-reader and keyboard users, and a small hesitation for everyone.

Fix

Use descriptive link text that names the destination or action.

Was this finding right?
lowclarity/services — various

20 vague or unlabeled links

Links like "(icon-only)", "(icon-only)", "(icon-only)" +17 more give no hint of where they go — unusable for screen-reader and keyboard users, and a small hesitation for everyone.

Fix

Use descriptive link text that names the destination or action.

Was this finding right?
Email me the AI fix list

We'll send a structured .md of every issue we found — paste it into Claude, Cursor, or any AI agent and have it fix them for you.

Proud of a score? Show it off.

Grab a live badge — overall or by category (Accessibility, SEO, Performance…) — for your site.

Get a badge →
Is kuberns.com your site?

Verify it free to re-scan anytime and watch your score climb, get pinged when your CanaryScore drops on a deploy, and grab a live badge for your site. Just a quick email code.

You'll get a permanent link — canaryusers.ai/s/your-name — that always shows your latest scan and keeps a history.

Want this on every deploy? Wire CanaryUsers into your pipeline.

See plans