Agent-Readiness Auditing

Your site works
for humans.
What do
agents see?

Voila is the first audit tool that scores your website on how well AI agents can read, navigate, and act on it. Built on the Dual-Interface Strategy framework.

Human view
Human score: 94 Beautiful
Agent view
<main>
│<button aria-label="Submit form">
│<nav aria-label="Main navigation">
││<a href="/docs"> // 2-jump rule: PASS
││<div aria-hidden="true"> // decorative
││<a aria-label="View pricing plans">
Token cost: 2,847 chars
Agent score: 38 Needs work
The 4 pillars

Everything an agent needs to read your site.

Voila scores across four dimensions. Each one is a lever your team controls today.

01 / 04
Smart Anchors
ARIA labels, micro-visual cues, and semantic context that give agents precise navigation signals. The difference between a button named "btn-23" and one named "Submit purchase order".
aria-label VLM-ready QR-Tags Accessibility tree
02 / 04
Content Atomicity
Structured, entity-based content that AI can consume without hallucinating. Instead of a wall of prose, your product data becomes a dataset ready for agents to parse, compare, and cite.
Schema.org JSON-LD Prompt-Ready Entity extraction
03 / 04
Token Economy
Every unnecessary DOM element costs your site a slot in agent consumption. Voila measures how efficiently your page delivers value per token — and which elements are pure drag.
Skip-links aria-hidden DOM frugality Token cost analysis
04 / 04
Intent Hierarchy
The 2-Jump Rule: any target on your site should be reachable in 2 agent decisions or fewer. Flatten your architecture. Replace "Explore" with explicit paths. Make every menu describable in one sentence.
2-Jump Rule Hub / Data / Action URL parameters Navigation depth
Live audit output

What a real audit looks like.

Voila runs a headless browser, extracts the accessibility tree, and scores every interaction point. Here's a sample report.

Pillar Status Score
Smart Anchors — ARIA labels Pass 92 / 100
Content Atomicity — Schema.org Pass 88 / 100
Token Economy — DOM efficiency Warning 61 / 100
Intent Hierarchy — Page depth Fail 34 / 100
Overall Agent-Readiness Needs work 68 / 100
The thesis
"The contract that has bound us to the Web for the last 20 years is now obsolete. You created content. Google sent you traffic. You monetized on your platform. Now the agents don't want to be signposts — they want to be the destination."

AI agents browse your site differently than humans. They don't see your hero image, your hover animations, or your carefully considered typography. They read the accessibility tree — a stripped-down semantic map of roles, labels, and states.

Nearly 60% of searches already generate zero external clicks. The agentic era will accelerate this. Sites that aren't optimized for agent consumption will be ignored, misrepresented, or replaced entirely by agent-native platforms.

Voila is built for the sites that refuse to be left behind.

Your website
has two audiences.
Time to
design for both.

voila.ai
Agent-Readiness Auditing

The Dual-Interface era
starts now.