Showcase

Agent-Vision in action.

Real failure patterns AGEN detects, and the one-line fix that unlocks the page for machines.

Shopify storefront

Icon-only cart button

Before

<button class="cart-icon"></button>

After

<button aria-label="Open shopping cart" class="cart-icon">🛒</button>

Cart entry point was invisible to agents; now labeled and reachable.

SaaS marketing site

Content rendered by JavaScript

Before

<div id="app"></div>

After

<main><section aria-labelledby="hero-title"><h1 id="hero-title">…</h1></section></main>

Agents reading raw HTML saw an empty shell; now the page is statically rendered.

Banking portal

Unlabeled form fields

Before

<input type="text" name="user">

After

<label for="user">Username</label>
<input type="text" id="user" name="user">

Autofill and agent-driven completion now know what each field expects.

E-commerce checkout

Pricing hidden on hover

Before

.tooltip { display: none; }
.item:hover .tooltip { display: block; }

After

<p class="tooltip" aria-expanded="true">Free shipping on orders over $50</p>

Agents no longer miss fees and shipping details that change purchase decisions.

News publisher

No heading hierarchy

Before

<h3>Top story</h3>
<h3>More stories</h3>

After

<h1>Top story</h1>
<h2>More stories</h2>

Agents can now traverse the article outline and quote the correct headline.

Dev tool docs

Click handlers on divs

Before

<div onclick="expand()">Copy</div>

After

<button type="button" aria-expanded="false">Copy</button>

Actions became discoverable, focusable, and keyboard operable.

Failure patterns

The six problems we see most.

These patterns show up on sites of every size. Each one is detectable in seconds and fixable in one commit.

Unlabeled actions

Icon-only buttons and bare links with no accessible name.

Broken form flows

Missing labels, ids, or autocomplete hints that block completion.

JS-only rendering

Content that never reaches the DOM until scripts run.

Meaningless alt text

Empty or keyword-stuffed alt attributes on informative images.

Ambiguous links

“Click here” and “Learn more” anchors with zero context.

Hidden pricing

Fees and terms tucked behind hover or accordion interactions.

See it on your own site.

Paste your URL into the X-Ray and get the full list of failures — with fixes.

Run an X-Ray