latamairlines.com is hard for agents to use.
Listed by Overture Maps.
The direct ways to reach Latam Lounge Miami, no marketplace in between. Checked 2026-10-17. Something wrong? Tell us
2100 NW 20th St, 33142-7310, Miami
Some AI assistants are turned away by the website of Latam Lounge Miami. It finds no menu or price list, so it answers from other sites. To book or order, it is sent to Booking.com, a marketplace.
26 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
Top 52% of the sites scanned in this index. Just above: 305 Hookah Lounge D, Gavanna D. Just below: Nespresso Boutique Miami D, Sip 305 D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 88% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | yes |
The top tenth is the 85 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Booking.com 46 sites | 47% | 4% | 40% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Major Leaf Products | 1.1 km | F | no |
| The Coffee | 1.3 km | F | no |
| La Ceniza Bar & Grill | 1.8 km | F | no |
| Lakewood Organic | 1.8 km | F | yes |
| Bacardi Dugout at Marlins Park | 2.0 km | C | yes |
| OUIBar KTCHN | 2.2 km | F | no |
| 7th | 2.3 km | F | yes |
| Sips Eatery | 2.3 km | F | no |
| Las Rosas | 2.5 km | F | no |
| Francos Cigars | 2.5 km | F | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami cafes and bars | 823 | 44% | 22% | 40% |
| Sites using Booking.com in Miami cafes and bars | 2 | 42% | 0% | 40% |
Bottled Blonde Miami A 100% · Elevar Wynwood A 100% · Gala Restaurant & Muse Bar A 100% · Ghee Indian Kitchen A 100% · Healthy & Happy Cafe A 100%
With the three fixes above (Booking only through booking_com; The server turns AI crawlers away at the door; Structured data is incomplete) the score would be about 84.6%: 74th of 823 in Miami cafes and bars, up from 424th.
This site appears in 2 cities (2 places on latamairlines.com). Every city it is in →
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
Live fetches as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied), PerplexityBot (challenge:access denied) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it
Missing: address, telephone, opening hours. How to fix it
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
No one is listed yet to fix this in Miami cafes and bars. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Latam Lounge Miami",
"url": "https://www.latamairlines.com",
"address": "2100 NW 20th St, 33142-7310, Miami",
"geo": {
"@type": "GeoCoordinates",
"latitude": 25.794332,
"longitude": -80.229814
}
}
</script>
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
No direct path on record: the scan of 2026-10-17 found no booking or ordering link on latamairlines.com or on a vendor's site. The same record is served as JSON at /api/direct/latamairlines.com, through the MCP tool direct_record and in the city feed /city/miami-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | none on record |
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
| Vendor terms for agents Booking.com, read | Not stated |
The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About Booking.com · all vendors.
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |