Check a business
39/100
D
Agentic score
Scored as a shop.
marian.coach offers agents a way to send a message; we found no way to order yet.
The biggest step: Let agents order (+51).
Installing Surfing Dog Inbox, free and open source, would let agents order, change, cancel, track, start a return and get a receipt: +51 points under the published rules, once marian.coach points to it. Those are orders taken in the inbox, from the products you list there and paid by a payment link you send; to keep orders in a checkout of your own, leave products out of it. What it is · How to install it
A track record appears once the business's inbox sends signed receipts to this network. How receipts work
Your llms.txt names an MCP server we couldn't use: it turned the request away.
2 more doors your site names weren't usable either.
Let agents order (+51 points)
Publish UCP or ACP checkout, or add create_order together with update_order, cancel_order, get_order_status and get_invoice on an MCP server or in an OpenAPI document.
A quick partial step: a line in your llms.txt that names a basket link an agent can fill and a person pays, such as "Basket hand-off: https://marian.coach/basket?add=<product>:<qty>".
An assistant that can place the order finishes what its person asked for, without anyone typing the basket again.
Publish a door that takes orders: UCP or ACP checkout, or create_order on an MCP server, or an agent inbox.
What counts: create_order, create_checkout, purchase, POST /orders. UCP checkout at /.well-known/ucp, ACP checkout at /.well-known/acp.json, or an inbox that takes orders. A basket hand-off link counts partly.
Let agents pay, not just read how you take payment (+7 points)
Ask your payment provider whether it takes agent payments (a token the person approves, which the agent passes on without seeing a card), and declare it on your own door: in UCP, as a payment handler.
An assistant that knows how payment works can tell its person what happens next; one that can pay finishes the job.
Ask your payment provider whether it takes agent payments (a token the person approves, which the agent passes on without seeing a card), and declare it on a door of your own. Until then, a link to your own checkout counts partly.
What counts: UCP payment handlers, ACP delegated payment, AP2 or x402 on a door, or a pay or checkout tool. paymentAccepted in your markup, payment terms in words or a checkout link count partly.
Let agents ask for free times, not just read stock (+3 points)
Ask Calendly whether its agent door shows your free times; if it does, declare that door when you claim your listing, and link it from your site.
An assistant that sees a free slot books it; one that can't, guesses or moves on.
Add check_availability next to the tool that books, on an MCP server or in an OpenAPI document on your domain.
Add a tool such as check_availability on an MCP server or in an OpenAPI document on your domain.
What counts: check_availability, get_availability, list_slots, check_stock. A UCP catalog, or an inbox that takes bookings. schema.org availability on your offers counts partly.
Found and readable: https://www.marian.coach/llms.txt.
Through it we found 1 door for agents we hadn't found another way; it names 3 more we couldn't use.
An llms.txt helps an assistant read about a business; on its own it opens no door to ask, book or order, so it earns no points. What llms.txt does, and doesn't · The llms.txt checker
| Capability | State | Door and how | Source | Points of weight |
|---|---|---|---|---|
| Find | Yes | structured data on its site | source 2026-10-14 | 5 of 5 |
| Catalogue | Yes | structured data on its site | source 2026-10-14 | 10 of 10 |
| Availability | Partly | structured data on its site | source 2026-10-14 | 2.5 of 5 |
| Message | Yes | A2A | source 2026-10-14 | 13.3 of 13.3 |
| Order | No | 0 of 13.3 | ||
| Pay | Partly | its own pages | source 2026-10-14 | 6.7 of 13.3 |
| Change | No | 0 of 7.5 | ||
| Cancel | No | 0 of 7.5 | ||
| Track | No | 0 of 5 | ||
| Return or refund | No | 0 of 7.5 | ||
| Receipt | No | 0 of 7.5 |
| Capability | State |
|---|---|
| Negotiate | Not applicable |
| Book | Not applicable |
| Sign up | Not applicable |
| Feedback | Not applicable |
| Membership | Not applicable |
| Vouchers | Not applicable |
| Waitlist | Not applicable |
| Support | Not applicable |
| Policies | Not applicable |
Tools of your own already, such as a checkout, a booking system or a helpdesk? Declare them, and bridge the rest: setting up for agents.
Rather not run it yourself? A hosted inbox is coming: join the waitlist.
This rank counts every business checked, named on a leaderboard or not; a leaderboard numbers the businesses it names and no others, so a place there can be higher. Ordered by agentic score, then the most recent check. This is not the directory's search order, which nobody can pay to change. Leaderboards
Put it on your own site if you like; nothing is placed anywhere for you.
Agent-ready businesses are listed in Surfing Dog Search; one whose own inbox answers is listed ahead of the rest, and joining is optional. How the order works
register_business or update_business from your AI (how).update_business with score_page: "hidden" and your claim token or a proof.Checking a site is not claiming it: anyone can check any site, and its owner alone can claim, correct or hide it.
Stop all crawling of your site: https://surfingdog.ai/bot#stop.
This is not a certification: it is what our crawler read on marian.coach's own site and doors on 2026-10-14, scored by the published rules. Nobody can pay for a score or a place.
Evidence: declared — the business's own site or door says so; tested — our own read of its door saw it listed in the 7 days before this check. We have not tried it.
Check your website for AI agents: what the check covers, and how the score works.