See how your site looks
to an AI assistant.
Free. One page. Thirty seconds.
Your domain, nothing else required.
Checking 5 surfaces on …
This takes about 15–30 seconds.
Partial — covers surface presence only. The full EVI (Coverage + Prominence + Consistency) requires a 5-LLM panel run, available in the $49 report.
Fewer than 3 surfaces are live. AI assistants have very little structured data to work from when describing your business. The $49 report shows exactly what's missing and what to fix first.
What the scan checks
AI assistants read specific files before answering questions about a company. The scan checks whether those files exist and are valid.
llms.txt
Plain-text summary of your business for language models. If it's missing, AI assistants rely on whatever they find in training data — which may be incomplete or outdated.
/.well-known/mcp.json
Model Context Protocol manifest. Lets AI agents discover what your API can do and how to call it. Required for agent-to-agent commerce.
/.well-known/agent.json
Agent-to-agent (A2A) card. Tells other AI agents who you are, what you sell, and how to transact with you — without a human in the loop.
/.well-known/euc.json
Elephant Universal Checklist (EUC) merchant block. Structured pricing and checkout data that buyer agents read when comparing vendors.
Schema.org Organization
Structured JSON-LD in your homepage HTML. The baseline signal that tells search engines and LLMs you are a real organization with a real address and contact info.
What the free scan is not: This is a surface audit — it checks whether files exist and parse correctly. It does not measure Coverage (whether AI assistants actually mention you), Prominence (where you rank in AI-generated lists), or Consistency (whether the five major LLMs agree on what you do). Those three dimensions make up the full EVI and require a live 5-LLM panel run.
That's the $49 paid report. The free scan shows you the floor. The paid report shows you the ceiling — and the gap.
Why it's free
We're building a public record of how small and medium businesses are doing on agent discovery. Your scan adds one data point. If you want the full picture, the $49 report is on the next page.