# カフェ・セレ: Agent-Direct Score D (50.8%)

Site: http://www.cafeserre.com
Report: https://directindex.org/r/cafeserre.com
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.)
カフェ・セレ is hard for agents to use.
An AI assistant can open カフェ・セレ's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: +81335437272
- Address: 築地1丁目13-5, 104-0045, 中央区

## Nearby, also direct
Places near カフェ・セレ that take a booking or an order on their own website, with no marketplace in between.
- Cantina Siciliana Tutto Il Mare (160 m): https://directindex.org/r/cantinasiciliana.jp
- レストラン・ピウ (320 m): https://directindex.org/r/restaurant-piu.jp

## What to fix first
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Website",
  "name": "カフェ・セレ",
  "url": "http://www.cafeserre.com",
  "telephone": "+81335437272",
  "address": "築地1丁目13-5, 104-0045, 中央区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.66825067,
    "longitude": 139.76936706
  }
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# カフェ・セレ

> website (italian) in 築地1丁目13-5, 104-0045, 中央区, Tokyo. Phone +81335437272.

## About

- Website: http://www.cafeserre.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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 (Website).** no address, phone or hours in it

## Where it stands
3224 of 10292 in Tokyo. Top 31% 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 | 77% | no |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 21% | no |

Nearest places with a similar menu: Cantina Siciliana Tutto Il Mare (D, 156 m, https://directindex.org/r/cantinasiciliana.jp); Il Delizioso (F, 190 m, https://directindex.org/r/positive-brain.com); Trattoria da Felice (F, 225 m, https://directindex.org/r/da-felice.com); ムッチーニ (F, 257 m, https://directindex.org/r/muccini.jp); ブラーチェ エ ヴィーノ ジジーノ (F, 273 m, https://directindex.org/r/gigino.jp); Primo Passo (F, 287 m, https://directindex.org/r/ppasso.jp); 銀座テルミニ (F, 305 m, https://directindex.org/r/termini.ne.jp); Crattini (D, 311 m, https://directindex.org/r/crattini.com); レストラン・ピウ (C, 318 m, https://directindex.org/r/restaurant-piu.jp); Trattoria Il Ponte (B, 354 m, https://directindex.org/r/ilponte.jp).

## 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 22 everyday questions about Tokyo and named 111 places. カフェ・セレ wasn't one of them. See who was named: https://directindex.org/city/tokyo/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 50.8%.

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

## Businesses like カフェ・セレ in Tokyo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo | 10292 | 41% | 8% | 50.8% |
| Sites built with WordPress in Tokyo | 3508 | 52% | 14% | 50.8% |

The best of the sites built with WordPress in Tokyo: PANAME Crêpes de Paris ＆ Café Bar (GINZA TOKYO) (A 100%, https://directindex.org/r/panamecrepes.com); WORLD BURGER Ikebukuro West Main Store (A 100%, https://directindex.org/r/worldburger.jp); リストランテステファノ (A 100%, https://directindex.org/r/stefano-jp.com); 東海飯店新館 (A 100%, https://directindex.org/r/toukaihanten.tokyo); CRAFTALE (A 95.4%, https://directindex.org/r/craftale-nakameguro.jp).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 8th of 10,292 in Tokyo, up from 3224th.

## The direct record
What agents get for カフェ・セレ, as JSON: https://directindex.org/api/direct/cafeserre.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +81335437272

## 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: contact page /about-cafe-serre/: business JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 0 | 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/cafeserre.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: yes

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