# Hello Kitty Café Cháteau: Agent-Direct Score B (73.8%)

Site: http://hellokitty.cafe
Report: https://directindex.org/r/hellokitty.cafe
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.)
Hello Kitty Café Cháteau is mostly ready for agents.
An AI assistant can open Hello Kitty Café Cháteau's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://hellokitty.cafe/pages/locaciones (on the business's own site)
- Phone: 55 9216 4350
- Address: Avenida de la Paz 14, 01000, Ciudad de México
- Languages: English, Spanish

## Nearby, also direct
Places near Hello Kitty Café Cháteau that take a booking or an order on their own website, with no marketplace in between.
- Odisea CineCafé (260 m): https://directindex.org/r/odiseacinecafe.mx
- Pop Stock Bar (320 m): https://directindex.org/r/rock-stock.mx
- Wistva International Commerce (1 km): https://directindex.org/r/wistva.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In Mexico City, 69% of comparable sites that show a year say 2025 or later.

## 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": "Organization",
  "name": "Hello Kitty Café Cháteau",
  "url": "http://hellokitty.cafe",
  "telephone": "55 9216 4350",
  "address": "Avenida de la Paz 14, 01000, Ciudad de México",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.348456,
    "longitude": -99.188435
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://hellokitty.cafe/pages/locaciones",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
58 of 719 in Mexico City cafes and bars. Top 8% 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 | 91% | yes |
| Publish the menu or price list as HTML | 64% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 22% | no |
| Have an llms.txt | 45% | yes |

Nearest places in the index: Avalon, café y juegos de mesa (F, 247 m, https://directindex.org/r/gigaventas.com); Odisea CineCafé (B, 263 m, https://directindex.org/r/odiseacinecafe.mx); Pop Stock Bar (C, 321 m, https://directindex.org/r/rock-stock.mx); Bar 27 (F, 334 m, https://directindex.org/r/el27.com); Hobos (D, 518 m, https://directindex.org/r/hobos.com.mx); Cervecería Monstruo de Agua (D, 591 m, https://directindex.org/r/monstruodeagua.mx); Coffee Tree (C, 917 m, https://directindex.org/r/coffeesetcdmx.com.mx); Izlah Oasis (D, 967 m, https://directindex.org/r/izlah.mx); Wistva International Commerce (B, 1000 m, https://directindex.org/r/wistva.com); Buentono Café (F, 1000 m, https://directindex.org/r/wordpress.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 cafes and bars and named 69 places. Hello Kitty Café Cháteau wasn't one of them. See who was named: https://directindex.org/city/mexico-city-cafes-bars/recommended


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 73.8%.

See what an AI agent reads on this site: https://directindex.org/r/hellokitty.cafe/agent-view

## Businesses like Hello Kitty Café Cháteau in Mexico City cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mexico City cafes and bars | 719 | 41% | 11% | 73.8% |
| Sites built with Shopify in Mexico City cafes and bars | 43 | 51% | 21% | 73.8% |

The best of the sites built with Shopify in Mexico City cafes and bars: Filicori (A 87.7%, https://directindex.org/r/filicorizecchini.com); EMIR CONDESA (B 77.5%, https://directindex.org/r/emircafe.mx); Petit Roquefort (B 77.5%, https://directindex.org/r/petitroquefort.com); Buna La Tostadora (B 75.4%, https://directindex.org/r/buna.mx); Distribuidora de Insumos para Bebidas y Café (B 73.8%, https://directindex.org/r/emiblend.store).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 5th of 719 in Mexico City cafes and bars, up from 58th.

## The direct record
What agents get for Hello Kitty Café Cháteau, as JSON: https://directindex.org/api/direct/hellokitty.cafe
- Book: https://hellokitty.cafe/pages/locaciones (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 55 9216 4350
- Stable links that count: https://directindex.org/go/hellokitty.cafe/book

## 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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/hellokitty.cafe
- 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: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/hellokitty.cafe/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/hellokitty.cafe/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=hellokitty.cafe&force=1