Can AI agents order from Bogart?

76/100

B

Agentic score

Read 2026-10-12 · rules v2

Scored as a shop.

Can an AI agent…

Message the business?: Not counted for shopsSurfing Dog Inbox can take messages.
Book?: Not counted for shops
Order?: Yesthrough its MCP door (https://bogart.am/api/ucp/mcp), checked 2026-10-12
Sign a person up?: Not counted for shops
Cancel a booking or an order?: Yesthrough its MCP door (https://bogart.am/api/ucp/mcp), checked 2026-10-12
Ask for a quote or negotiate?: Not counted for shopsSurfing Dog Inbox can take quote requests.

bogart.am offers agents a way to order; we found no way to change it afterwards.

The biggest step: Let agents change a booking or an order (+8).

Surfing Dog Inbox, free and open source, would let agents message you and ask for a quote; for a shop, those don't change the score. Orders placed in your own checkout stay there: changing, returning or getting receipts for them needs a door in that system. What it is · How to install it

Your llms.txt names an API we couldn't use: it's on another site, which our check doesn't read; declare it when you claim your listing.

2 more doors your site names weren't usable either.

What's missing

Let agents change a booking or an order (+8 points)

Add reschedule_booking or update_order next to the tool that creates the booking or the order.

Guide

More

Plans change; if an agent can't move a booking or change an order, the customer has to call, or cancels.

Add a tool such as reschedule_booking or update_order on the door that takes the booking or the order.

What counts: reschedule_booking, update_booking, change_reservation, update_order, modify_order, PATCH /bookings/{id}, PATCH /orders/{id}. An inbox that takes bookings or orders.
Let agents start a return or a refund (+8 points)

Add request_return on your MCP server or in your OpenAPI document, and mark up your returns policy (MerchantReturnPolicy).

Guide

More

An assistant can start a return for its person instead of walking them through a form.

Ask your returns platform for an API you can publish, or add request_return on a door of your own.

What counts: request_return, start_return, request_refund, create_return, POST /returns. A UCP return capability.
Let agents get a receipt or an invoice (+8 points)

Add a small get_invoice tool that looks up an invoice by order number and email.

Guide

More

Customers' assistants keep records; one that can fetch the invoice doesn't ask you for it by email.

Add a small get_invoice tool, on a door of your own, that looks up an invoice by order number and email.

What counts: get_invoice, get_receipt, GET /invoices/{id}. A door that returns the receipt or the invoice for something an agent booked or ordered, or an inbox that takes orders.

Everything we checked

Capability	State	Door and how	Source	Points of weight
Find	Yes	structured data on its site	source 2026-10-12	5 of 5
Catalogue	Yes	MCP: tool search_catalog	source 2026-10-12	10 of 10
Availability	Yes	UCP: dev.shopify.catalog	source 2026-10-12	5 of 5
Order	Yes	MCP: tool create_checkout	source 2026-10-12	20 of 20
Pay	Yes	MCP: tool create_checkout	source 2026-10-12	20 of 20
Change	No			0 of 7.5
Cancel	Yes	MCP: tool cancel_checkout	source 2026-10-12	7.5 of 7.5
Track	Yes	UCP: dev.ucp.shopping.order	source 2026-10-12	5 of 5
Return or refund	No			0 of 7.5
Receipt	No			0 of 7.5

+ 10 more that don't apply to this kind of business

Capability	State
Message	Not applicable
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

Your next step

Ask your AI to help

I run bogart.am. Please help me make it work for AI agents, the assistants that act for customers.
1. Read what's missing: https://surfingdog.ai/b/bogart.am.json. Capabilities marked "no" or "partial", and the guide lines with their points, are the gaps. The rules are at https://surfingdog.ai/v1/score-rules.
2. Read https://surfingdog.ai/guides/sell-through-ai-assistants/#after before suggesting anything. It's advice, not rules.
3. Ask me, and don't guess: which tools I use today (website platform, booking, checkout, payments, helpdesk), and for each action (message, quote, book, order, pay, change, cancel, track, return) whether my own system, an inbox, or nobody should handle it. Don't set up a door I can't fulfil.
4. Start with the biggest gap: Let agents change a booking or an order. Before each change, tell me in two lines what you'll change and where, and wait for my yes. Ask before anything that costs money, changes DNS or sends email.
5. What Surfing Dog Inbox would add, as the result says it: Surfing Dog Inbox, free and open source, would let agents message you and ask for a quote; for a shop, those don't change the score. Orders placed in your own checkout stay there: changing, returning or getting receipts for them needs a door in that system. If we choose it, read https://surfingdog.ai/setting-up-for-agents.md and follow https://surfingdog.ai/install.md step by step.
6. Make every door findable from bogart.am itself: a /.well-known file, an MCP server card, or a line in llms.txt saying what each address is.
7. When done, open https://surfingdog.ai/b/bogart.am and use "Check again" (allowed a few minutes after the last read), then show me what changed.
Never invent prices, hours, policies or abilities: ask me.

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.

Install Surfing Dog Inbox with your AI

I run bogart.am. Please install Surfing Dog Inbox for it: open-source software (MIT) that runs on my own Cloudflare account or my own server, so AI agents can reach my business directly.
What it would add, as the check at https://surfingdog.ai/b/bogart.am says: Surfing Dog Inbox, free and open source, would let agents message you and ask for a quote; for a shop, those don't change the score. Orders placed in your own checkout stay there: changing, returning or getting receipts for them needs a door in that system.
1. Read https://surfingdog.ai/setting-up-for-agents.md, then follow https://surfingdog.ai/install.md step by step.
2. Ask me, and don't guess: where it should run, the email address I sign in with, and the address it sends from.
3. Ask before anything that costs money, changes DNS or sends email.
4. Once it answers at its own subdomain (inbox.bogart.am is usual), add a line to https://bogart.am/llms.txt with its manifest's address, such as https://inbox.bogart.am/.well-known/agent-inbox.json, so agents and checkers find it.
5. Then open https://surfingdog.ai/b/bogart.am, choose "Check again", and show me what changed.
Never invent prices, hours, policies or abilities: ask me.

Rather not run it yourself? A hosted inbox is coming: join the waitlist.

Message for your web person

Subject: What AI agents can do on bogart.am: 76/100

Hello,

I checked bogart.am with Surfing Dog on 2026-10-12. It reads a website the way an AI assistant does when a customer asks it to order, and scores how far it can go: 76/100 (B), counted as a shop.
Full result: https://surfingdog.ai/b/bogart.am

Agents can already: find the business, read its catalogue, check availability, order, pay, cancel and track a booking or an order.

What's missing, biggest gain at the top:
1. Let agents change a booking or an order (+8 points)
   What counts: reschedule_booking, update_booking, change_reservation, update_order, modify_order, PATCH /bookings/{id}, PATCH /orders/{id}. An inbox that takes bookings or orders.
   Add reschedule_booking or update_order next to the tool that creates the booking or the order.
2. Let agents start a return or a refund (+8 points)
   What counts: request_return, start_return, request_refund, create_return, POST /returns. A UCP return capability.
   Add request_return on your MCP server or in your OpenAPI document, and mark up your returns policy (MerchantReturnPolicy).
3. Let agents get a receipt or an invoice (+8 points)
   What counts: get_invoice, get_receipt, GET /invoices/{id}. A door that returns the receipt or the invoice for something an agent booked or ordered, or an inbox that takes orders.
   Add a small get_invoice tool that looks up an invoice by order number and email.

Surfing Dog Inbox, free and open source, would let agents message you and ask for a quote; for a shop, those don't change the score. Orders placed in your own checkout stay there: changing, returning or getting receipts for them needs a door in that system.
How it works: https://surfingdog.ai/inbox/ · How to install it: https://surfingdog.ai/install.md

Already fine: your MCP and UCP doors count; nothing to change there.

Once a change is live, open https://surfingdog.ai/b/bogart.am and choose "Check again": a fresh read can be asked for a few minutes after the last one.
How the score works: https://surfingdog.ai/v1/score-rules. It's not a certification; it's what the site and its doors said on 2026-10-12.

Thanks

Rank

#30 of 3,097 shop businesses checked
#33 of 152,400 checked overall

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

Badge

<a href="https://surfingdog.ai/b/bogart.am"><img src="https://surfingdog.ai/badge/bogart.am.svg" alt="Agentic score, checked by Surfing Dog" height="20"></a>

Put it on your own site if you like; nothing is placed anywhere for you.

Is this your business?

Claim or correct it, free: register_business or update_business from your AI (how).
Hide this result: 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 bogart.am's own site and doors on 2026-10-12, 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; we have not tried it.

Bogart