Check a business
11/100
E
Agentic score
Scored as a place to stay, or transport (an airline, a ferry, a coach or a taxi).
We found nothing on panamabeachlodge.com that lets an AI agent ask, book or buy yet.
The biggest step: Let agents book (+48).
Installing Surfing Dog Inbox, free and open source, would let agents message you, book, change and cancel: +63 points under the published rules, once panamabeachlodge.com points to 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
Let agents book (+48 points)
Wix's agent tools load by script after the page opens, which our check doesn't run. If Wix gives your site an MCP address, name it in your llms.txt. (their docs)
When a customer asks an assistant to book, it can finish the job here instead of handing them a link.
Add create_booking next to check_availability, reschedule_booking and cancel_booking, on an MCP server or in an OpenAPI document on your domain: the whole step in one job.
Publish a door that takes bookings: create_booking on an MCP server or in an OpenAPI document on your domain, or an agent inbox.
What counts: create_booking, book_table, create_reservation, reserve, POST /bookings. An inbox that takes bookings, or a booking platform's agent door you declare when you claim your listing and link from your site. A booking page, a form, email or phone don't count.
Publish your terms for machines (+11 points)
Write your cancellation, deposit and no-show terms in one plain sentence next to the booking or order button, and on the policy page your footer links to.
Agents check the terms before they commit their person.
What counts: get_policies. MerchantReturnPolicy markup, or a policy page linked from your pages that states its terms in words, such as "free cancellation up to 24 hours before".
Let agents send you a message (+15 points)
Ask Wix whether it offers an agent door (an MCP server or an API).
A customer's assistant can ask you a question and come back for your answer, instead of telling them to call.
Add send_message to your MCP server, or publish an A2A agent card at /.well-known/agent-card.json.
Publish a door that takes messages: an A2A agent card, a send_message tool on an MCP server, or an agent inbox.
What counts: send_message, contact, ask_question, create_support_ticket, POST /messages. An agent inbox, an A2A agent card, or a tool that sends you a message or opens a support ticket, on an MCP server of your own or one your UCP profile declares as a service. Email, phone, forms and chat widgets are made for people, so they don't count.
Let agents pay (+15 points)
Ask Wix whether it offers an agent door (an MCP server or an API).
A quick partial step: add paymentAccepted to your business markup, and say in words on your booking or order page how payment happens.
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 your own door: in UCP, as a payment handler.
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.
We found no llms.txt when we last read panamabeachlodge.com. It's optional.
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 |
|---|---|---|---|---|
| Availability | Yes | UCP: dev.ucp.shopping.catalog.lookup | source 2026-10-14 | 10 of 10 |
| Message | No | 0 of 13.3 | ||
| Book | No | 0 of 13.3 | ||
| Pay | No | 0 of 13.3 | ||
| Change | No | 0 of 15 | ||
| Cancel | No | 0 of 15 | ||
| Policies | No | 0 of 10 |
| Capability | State |
|---|---|
| Find | Not applicable |
| Catalogue | Not applicable |
| Negotiate | Not applicable |
| Order | Not applicable |
| Sign up | Not applicable |
| Track | Not applicable |
| Return or refund | Not applicable |
| Receipt | Not applicable |
| Feedback | Not applicable |
| Membership | Not applicable |
| Vouchers | Not applicable |
| Waitlist | Not applicable |
| Support | 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.
#3 among places to stay in PA
#27,520 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
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 panamabeachlodge.com'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.