# Les Moustaches: Agent-Direct Score B (72.3%)

Site: http://www.lesmoustaches.com.mx
Report: https://directindex.org/r/lesmoustaches.com.mx
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Les Moustaches is mostly ready for agents.
An AI assistant can open Les Moustaches's website. It can read what Les Moustaches offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://lesmoustaches.com.mx/reservar (on the business's own site)
- Menu: https://lesmoustaches.com.mx/menu
- Address: Calle Río Sena 88 06500 Ciudad de México

## Nearby, also direct
Places near Les Moustaches that take a booking or an order on their own website, with no marketplace in between.
- Havre 77 (720 m): https://directindex.org/r/havre77.mx
- Cana (990 m): https://directindex.org/r/canacdmx.com
- Galiachef Bistrot (1.5 km): https://directindex.org/r/galiachef.com
- Creperie de la Paix (2.3 km): https://directindex.org/r/creperiedelapaix.com.mx

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Les Moustaches",
  "url": "http://www.lesmoustaches.com.mx",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Calle Río Sena 88",
    "postalCode": "06500",
    "addressLocality": "Ciudad de México",
    "addressCountry": "MX"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.4296327,
    "longitude": -99.1656224
  },
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://lesmoustaches.com.mx/reservar",
  "hasMenu": "https://lesmoustaches.com.mx/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lesmoustaches.com.mx/reservar",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
303 of 1988 in Mexico City. Top 15% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 94% | yes |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 39% | yes |

Nearest places with a similar menu: Havre 77 (C, 715 m, https://directindex.org/r/havre77.mx); Restaurante Edison (F, 951 m, https://directindex.org/r/restauranteseps.com); Cana (C, 990 m, https://directindex.org/r/canacdmx.com); La vie en Rose (F, 1448 m, https://directindex.org/r/qrco.de); Galiachef Bistrot (B, 1456 m, https://directindex.org/r/galiachef.com); Café Milou (F, 1580 m, https://directindex.org/r/cafemilou.com); La Bohême (F, 1731 m, https://directindex.org/r/laboheme.com.mx); Creperie de la Paix (A, 2264 m, https://directindex.org/r/creperiedelapaix.com.mx); Cardamomo (F, 2737 m, https://directindex.org/r/cardamomo.mx); Maison Belén (F, 2856 m, https://directindex.org/r/maisonbelen.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Mexico City and named 88 places. Les Moustaches wasn't one of them. See who was named: https://directindex.org/city/mexico-city/recommended


See what an AI agent reads on this site: https://directindex.org/r/lesmoustaches.com.mx/agent-view

## Businesses like Les Moustaches in Mexico City

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mexico City | 1988 | 45% | 18% | 72.3% |

The best of the businesses of the same kind in Mexico City: Dante Brasa y Fuego (A 100%, https://directindex.org/r/dantebrasayfuego.com); El Texcal (A 100%, https://directindex.org/r/eltexcal.com); La Rural (A 100%, https://directindex.org/r/laruralrestaurantes.com); La Tribuna Grill (A 100%, https://directindex.org/r/latribunagrill.com.mx); Layers Sandwichería (A 100%, https://directindex.org/r/layers.mx).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 13th of 1,988 in Mexico City, up from 303rd.

## The direct record
What agents get for Les Moustaches, as JSON: https://directindex.org/api/direct/lesmoustaches.com.mx
- Book: https://lesmoustaches.com.mx/reservar (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://lesmoustaches.com.mx/menu (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/lesmoustaches.com.mx/book, https://directindex.org/go/lesmoustaches.com.mx/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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

Found one hop past the home page: menu page /menu: almost no text without JavaScript; booking page /reservar: booking via opentable.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/lesmoustaches.com.mx
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/lesmoustaches.com.mx/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/lesmoustaches.com.mx/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=lesmoustaches.com.mx&force=1