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Agent-Ready reportSample data
Agents can find you and mostly read you. They cannot finish signing up, and nobody decided which agents get in.
Test a different domainAgent-Ready score
54
out of 100
71 out of 100
Cited in 2 of 6 sampled AI answers for your category. Product schema present on pricing, missing on features.
58 out of 100
Your CDN serves a challenge page to two AI agents. Plan comparison table renders in JavaScript only.
Three buyer tasks, run in a real browser. The agent stops before it submits any form.
site: yourproduct.com
Ranked by impact per effort
Unblocks the trial task for agents and for screen reader users.
Layer: Usable
Right now the rules contradict each other.
Layer: Readable, Governed
If it is not you, send it to the person who decides what ships on your website. We will include your note. COLAB and Pantheon walk through it together.
Source: Best-in-class SEO, AEO and GEO trackers, plus your homepage and sitemap.
Counts the tracked AI answers (ChatGPT, Perplexity, Gemini, Google AI Overviews and AI Mode) that link to your site, from best-in-class SEO, AEO and GEO trackers.
45% of the layer score
Looks for schema.org Organization (or a similar type) on your homepage with a name, URL, and a logo or sameAs profiles.
15% of the layer score
40 out of 100
The agent found pricing but could not start a trial. Two signup fields have no labels, and a CAPTCHA blocks submit.
15 out of 100
No WebMCP tools or MCP endpoint detected. Very few sites have these yet, so this is an early-mover opportunity, not a failing grade.
30 out of 100
No published AI policy. robots.txt blocks one agent and allows others, which looks accidental.
result: 1 of 3 tasks passed
Gives agents a reliable answer instead of a scrape.
Layer: Readable, Callable
Checks for a canonical link that names the one true address of the page, on your own domain.
10% of the layer score
Checks for Open Graph title, description and image, which search, social and AI tools use to describe a page.
10% of the layer score
Checks robots.txt for a Sitemap line, then that address or /sitemap.xml for a real XML sitemap.
10% of the layer score
Reads the newest lastmod date in your sitemap. Within 90 days counts as current, within a year as partly.
10% of the layer score
Source: Requests to your homepage and robots.txt from our scanner.
Reads robots.txt and checks whether GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot and Google-Extended may fetch your homepage.
20% of the layer score
Fetches your homepage as a browser and as five AI agent user agents, and compares what each gets back. A block or bot challenge counts against you.
20% of the layer score
Counts the visible words in your homepage HTML before any JavaScript runs. Very little text plus an empty app shell means agents that do not run JavaScript see a blank page.
15% of the layer score
Source: A real browser (Cloudflare Browser Rendering) that follows fixed rules, identifies itself as AgentReadyCheck, respects robots.txt and never submits a form.
Looks for a pricing or plans link from the homepage, opens it, and checks the page for prices or plan terms.
33% of the layer score
Looks for a trial, signup or get started link, follows up to two pages, and inspects the form: field labels and any visible CAPTCHA.
33% of the layer score
Looks for a demo or contact link, follows up to two pages, and inspects the form the same way.
33% of the layer score
Source: Your homepage, its same-site scripts, and well-known files on your domain.
Searches the homepage and up to 8 same-site scripts for document.modelContext or navigator.modelContext tool registration, and forms marked with toolname.
35% of the layer score
Requests /.well-known/mcp.json and /.well-known/mcp for a valid listing.
30% of the layer score
Requests /.well-known/api-catalog and /openapi.json, and looks for a service-desc link.
20% of the layer score
Source: Your homepage links, robots.txt, and well-known policy files.
Looks for an AI policy link on your homepage, Content-Signal rules in robots.txt, an ai.txt file, or a TDM reservation.
40% of the layer score
Checks whether robots.txt names any AI agent directly, rather than only the catch-all rule.
30% of the layer score
Compares robots.txt with what requests sent as each AI agent actually got. Allowed in robots.txt but turned away by the CDN is a contradiction.
30% of the layer score
Requests /llms.txt, a plain-text map of your site written for AI agents.
5% of the layer score
Checks the robots meta tag and X-Robots-Tag header for noindex, noai or none, which tell search engines and agents not to use the page.
7% of the layer score
Checks the homepage has a title of a useful length, about 10 to 65 characters.
6% of the layer score
Checks for a meta description of about 50 to 170 characters, the summary search engines and agents show.
5% of the layer score
Checks for exactly one H1 and no skipped heading levels, the outline agents use to understand a page.
6% of the layer score
Checks for main and nav landmarks, which tell agents and screen readers where the content and menus are.
5% of the layer score
Counts the homepage images that have alt text. 90% or more passes.
5% of the layer score
Checks the page declares its language with the lang attribute.
3% of the layer score
Times our homepage request and measures the HTML. Under 1.5 seconds and 500 KB passes. Measured from our scanner, so it is a guide.
3% of the layer score
Looks for potentialAction (for example SearchAction) in your homepage's structured data.
15% of the layer score