Your website is invisible to AI agents.
AI shopping agents can’t read your products, can’t understand your checkout, and can’t complete a purchase on most e-commerce sites. AI-originated orders grew 15× last year. Find out where your site stands.
No account needed · Results in 30 seconds · Works on Shopify, PrestaShop, and custom stacks
Built on research from 500 French e-commerce sites · Methodology published on GitHub
AI agents are already shopping. Most stores can’t be found.
AI-originated orders on Shopify grew 15× between January 2025 and January 2026. Adobe measured a 4,700% increase in AI traffic to retail sites in the same period. Meanwhile, the average French e-commerce site scores 18 out of 100 on agent-readiness. Three sites out of 500 had a working llms.txt.
This isn’t about ChatGPT mentioning your brand. GEO handles that. Agent-readiness is the other problem: can an AI actually navigate your site, find your products, read your prices, and complete a purchase? For most stores right now, the answer is no.
How it works
Paste your URL
Any page — your homepage, a product page, or your store root. No login, no browser extension.
We scan across 5 categories in 30 seconds
WebMCP tool registration, Schema.org structured data, llms.txt, AI crawler access in robots.txt, and form machine-readability. 40+ individual checks.
Get your score and your fix list
A 0–100 score with a category breakdown. The three highest-impact fixes, each with a time estimate and a code example. No guessing what to do next.
example-store.fr
robots.txt exists
File found at /robots.txt
No llms.txt found
Missing /llms.txt — AI agents can’t discover your site structure
Schema.org partially valid
Product schema found but missing priceValidUntil and availability
What we check
AI Crawler Access
Your robots.txt tells AI crawlers whether they’re welcome. Most sites haven’t updated it since 2019. We check every major AI agent — GPTBot, ClaudeBot, PerplexityBot, and 11 others — and tell you which ones you’re blocking.
Schema.org Structured Data
AI agents don’t parse HTML the way humans read it. Schema.org markup (JSON-LD) is how they understand your products, prices, availability, and reviews. We check whether yours is present, valid, and complete — missing fields like priceValidUntil or availability matter more than you’d think.
llms.txt + AGENTS.md
llms.txt is a simple Markdown file at your root that tells AI agents what your site does and where to find things. Three percent of French e-commerce sites have one. We check whether it exists, whether the structure is valid, and whether the links inside it work.
WebMCP & MCP Tool Registration
WebMCP lets you register tools — search, add-to-cart, checkout — that AI agents can call directly. It’s the difference between a site an agent can read and a site an agent can act on. We detect both WebMCP (Chrome 146+) and MCP endpoints at /api/mcp (Shopify default since Summer 2025).
Form & Interaction Readability
An AI agent completing a purchase needs to navigate your forms the same way a screen reader does. Missing labels, generic button text (“Submit”), and JavaScript-only interactions all break agentic flows. We flag every one of them.
Performance & Agent UX
AI agents care about TTFB and content-in-initial-HTML more than they care about your LCP. If your product name and price only appear after a 2-second JS hydration, agents may time out or get nothing. We measure what matters for headless access.
Frequently Asked Questions
Find out where your site stands.
Scanner launches soon. Join the waitlist and get early access, plus a guide to the three agent-readiness fixes most sites can do this week.
No spam. One email when you get access, one guide. That’s it.