floe
Free tool · Agent Readiness

Agents are coming. Is your site ready?

See what happens when an AI agent tries to read and use your site — and exactly what to fix.

Free. No signup. We only read your public marketing pages — never log in or create accounts. Results in about a minute.

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How we score your site

Four passes, run the way an AI agent actually consumes a page — no browser, just the raw signals.

1

Fetch your page

We request your URL from our server with an agent user-agent — exactly the way an AI agent would.

2

Analyze content

We check llms.txt, robots.txt, structured data, token efficiency, semantic structure and permissions.

3

Read it like an agent

We parse the raw HTML the way most agents do — no browser — and measure what's actually reachable.

4

Score & explain

We weight each check into a Discoverability and Operability score, and tell you exactly what to fix.

What we check — and why it matters

AI agents interact with websites differently than humans. They read through accessibility trees, parse structured data, and consume entire pages as tokens. Here's every signal we evaluate.

Discoverability (AEO)

Can agents and answer engines find and read you? llms.txt, robots.txt access for AI crawlers, sitemaps, schema.org structured data, meta hygiene, and whether your content survives without JavaScript.

Operability

Can an agent act on the page? Semantic landmarks and headings, labelled form fields, descriptive links, image alt text, and token efficiency — how cheap your page is to read.

WebMCP (beta)

Does your site expose callable tools agents can invoke directly — search, add-to-cart — instead of driving the UI? Shown separately; not counted in your overall score yet.

Questions

What is an Agent Readiness Score?
It's a 0–100 measure of how well an AI agent can read and act on your website. We split it into Discoverability (can agents find and parse you) and Operability (can an agent act on the page).
Do you log into my product or create accounts?
No. We only read your public marketing pages. We never log in, submit forms, or create accounts on your product.
Why does this matter?
AI agents increasingly browse, research, and transact on behalf of users. They read accessibility trees and raw HTML and consume your page as tokens. Sites that aren't structured for agents become invisible or unusable to them.

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