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Agent readiness audits & fixes

AI agents are already visiting your website. Can they actually use it?

They fetch your HTML, parse it, and try to finish a task: find a price, compare a spec, start a checkout. We audit whether that works across 100 points of machine readability, then fix what doesn’t.

Free instant scan against the published 100-point rubric. No email, no sign-up — you get the report link in about a minute.

Sample reportRUBRIC v1.0.1
62C
A typical first scan
Discovery & access13/25
Understanding19/25
Actionability11/25
Trust & freshness19/25

Illustrative, drawn from the pattern we see most often: respectable content, weak machine access.

Why this matters now

Your next customer may never see your website

They will ask an assistant, and the assistant will read your site on their behalf, or fail to and recommend a competitor it could read.

Rendering is the silent killer

Most agents fetch plain HTML and never run your JavaScript. If your content only appears after hydration, they see an empty shell, while your browser test looks perfect.

Your CDN may be blocking them

Cloudflare blocks AI crawlers by default, before robots.txt is ever read. A perfect robots.txt and a 403 at the edge is the single most common failure we find, and almost nobody knows it is happening.

Structure beats prose

An agent cannot infer that a div is a price. Schema, semantic landmarks and real form labels are what turn a page from readable into actionable.

The rubric

Four pillars, 25 points each

Every check is automatable from an unauthenticated crawl, and every result carries the evidence behind it.

  • A

    Discovery & access

    Can agents find and reach the content at all?

  • B

    Understanding

    Once fetched, can a machine parse what this site is and sells?

  • C

    Actionability

    Can an agent actually do things — navigate, search, fill forms, transact?

  • D

    Trust & freshness

    Should an agent — or the model behind it — trust and cite this site?

Read the full rubric

How it works

Three steps, no instrumentation on your side

We need nothing installed and no access to your analytics. Everything we measure is what a stranger's agent would see.

  1. 1

    We crawl like an agent does

    Your homepage plus up to five key pages, fetched twice, once as raw HTML and once fully rendered, and again under the GPTBot, ClaudeBot and PerplexityBot user agents. The gap between those fetches is usually where the problem lives.

  2. 2

    You get a score and the evidence

    100 points across four pillars, a letter grade, and every failed check backed by what we actually captured. No finding without evidence: if we cannot show you the response, we do not report it.

  3. 3

    We fix what is worth fixing

    Findings ranked by impact and effort, so the cheap high-value work is obvious. Then we implement it, in your codebase or your CMS.

Questions

Common questions

Is this just SEO with a new name?
How is the score calculated?
Do you crawl politely?
What does it cost?
Who is behind this?

Find out what an agent sees when it visits your site

A free audit against the full rubric, with the evidence. If there’s nothing worth fixing, we’ll tell you that too.