milagrito.com is largely invisible to agents.
Listed by OpenStreetMap.
Score over 2 scans since 2026-10-14: 35% → 35%
See what an AI agent reads on this site →
23 of 65 points available
agent-readiness level, Not Ready
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.
Since the scan of 2026-10-14: no change in the findings.
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Agents have nothing to act on. Add a booking or ordering page on your own domain. 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
Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Mexico City cafes and bars. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare
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": "BarOrPub",
"name": "La Clandestina",
"url": "https://www.milagrito.com/",
"address": {
"@type": "PostalAddress",
"streetAddress": "Álvaro Obregón 298",
"addressLocality": "Ciudad de México"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 19.416269,
"longitude": -99.169187
}
}
</script>
Save as /llms.txt at the root of the site. Guide.
# La Clandestina > bar or pub in Álvaro Obregón 298 Ciudad de México, Mexico City cafes and bars. ## About - Website: https://www.milagrito.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 67% of the sites scanned in this index. Just above: Corazón de México Cafe F, Distrito Fijo Club de Ciclismo F. Just below: Tim Hortons F, Libreria del Ermitaño F.
| 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 | 50% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 40% | no |
The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| La Esquina del Té | 134 m | D | no |
| Dulce Maguey mexican | 255 m | F | no |
| Matcha Mio | 300 m | D | no |
| Gin Gin Roma Norte | 381 m | C | yes |
| Raku Café japanese | 481 m | F | no |
| Wallace Whisky Bar | 532 m | F | no |
| DRIP | 541 m | F | no |
| Cumbé Coffee Roasters | 596 m | F | no |
| Tom's Leather Bar | 605 m | F | no |
| Traum CDMX tea | 614 m | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Mexico City cafes and bars | 82 | 43% | 16% | 35.4% |
Parker & Lenox A 100% · Miga Café A 92.5% · La Vida En Crepa Café A 90% · Maison Artemisia A 90% · Santa Leyenda B 79.4%
With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 92.3%: 3rd of 82 in Mexico City cafes and bars, up from 55th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
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.
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
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
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 2026-10-15 found no booking or ordering link on milagrito.com or on a vendor's site. The same record is served as JSON at /api/direct/milagrito.com, through the MCP tool direct_record and in the city feed /city/mexico-city-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 |
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 | no how |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| 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 | no |