# Moonflower Sagaya Ginza Art by teamLab: Agent-Direct Score C (69.2%)

Site: http://moonflower-sagaya.com
Report: https://directindex.org/r/moonflower-sagaya.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.)
Moonflower Sagaya Ginza Art by teamLab is partly visible to agents.
An AI assistant can open Moonflower Sagaya Ginza Art by teamLab's website. What Moonflower Sagaya Ginza Art by teamLab offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://moonflower-sagaya.com/reservation/ (on the business's own site)
- Menu: https://moonflower-sagaya.com/menu.pdf
- Phone: 03-6263-2525
- Address: 銀座2-5-19, 104-0061, 中央区
- Languages: Japanese, English

## Nearby, also direct
Places near Moonflower Sagaya Ginza Art by teamLab that take a booking or an order on their own website, with no marketplace in between.
- 博多慶州銀座店 (120 m): https://directindex.org/r/keisyu.org
- アインソフ.銀座 (130 m): https://directindex.org/r/ain-soph.jp
- Furutoshi (140 m): https://directindex.org/r/furutoshi-ginza.com
- 銀座かしわ (150 m): https://directindex.org/r/ginzakashiwa.com

## What to fix first
- **No structured data for the business.** (+14 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
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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
- **The phone number on the site doesn't match the open map data.** The site shows 03-6263-0782, but OpenStreetMap or Overture Maps lists 03-6263-2525. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Moonflower Sagaya Ginza Art by teamLab",
  "url": "http://moonflower-sagaya.com",
  "telephone": "03-6263-2525",
  "address": "銀座2-5-19, 104-0061, 中央区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.671005,
    "longitude": 139.768935
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://moonflower-sagaya.com/reservation/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Moonflower Sagaya Ginza Art by teamLab

> local business (japanese) in 銀座2-5-19, 104-0061, 中央区, Tokyo. Phone 03-6263-2525.

## Book or order directly

- Book: https://moonflower-sagaya.com/reservation/ (on the business's own site)
- Menu: https://moonflower-sagaya.com/menu.pdf

## About

- Website: http://moonflower-sagaya.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
927 of 11062 in Tokyo. 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 | 78% | yes |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes |
| Structured data with address, phone and hours | 16% | no |
| Have an llms.txt | 20% | no |

Nearest places with a similar menu: 鳥善銀座店 (F, 65 m, https://directindex.org/r/torizen.net); 博多慶州銀座店 (D, 115 m, https://directindex.org/r/keisyu.org); 暫亭 (F, 117 m, https://directindex.org/r/shibarakutei.com); French Teppan Restaurant Ginza Fujimaru (B, 119 m, https://directindex.org/r/ginzafujimaru.com); アインソフ.銀座 (C, 125 m, https://directindex.org/r/ain-soph.jp); Ginza Wakyo (C, 126 m, https://directindex.org/r/ginza-wakyo.com); Furutoshi (C, 144 m, https://directindex.org/r/furutoshi-ginza.com); 銀座かしわ (C, 145 m, https://directindex.org/r/ginzakashiwa.com); 創業150年　天然うなぎ　四代目　銀座　高橋屋 (D, 145 m, https://directindex.org/r/takahashiya.org); きつね庵 (F, 149 m, https://directindex.org/r/kitsunean.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 22 everyday questions about Tokyo and named 104 places. Moonflower Sagaya Ginza Art by teamLab wasn't one of them. See who was named: https://directindex.org/city/tokyo/recommended


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

## Businesses like Moonflower Sagaya Ginza Art by teamLab in Tokyo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo | 11062 | 41% | 8% | 69.2% |

The best of the businesses of the same kind in Tokyo: La Terre (A 100%, https://directindex.org/r/la-terre-tokyo.jp); Namaste Himalaya (A 100%, https://directindex.org/r/thenamastehimalaya.com); 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); かごの屋 (A 100%, https://directindex.org/r/food-kr.com).

With the two fixes above (No structured data for the business; Menu or price list is a PDF), the score would be about 95.4%. That would be 10th of 11,062 in Tokyo, up from 927th.

## The direct record
What agents get for Moonflower Sagaya Ginza Art by teamLab, as JSON: https://directindex.org/api/direct/moonflower-sagaya.com
- Book: https://moonflower-sagaya.com/reservation/ (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://moonflower-sagaya.com/menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: 03-6263-2525
- Stable links that count: https://directindex.org/go/moonflower-sagaya.com/book, https://directindex.org/go/moonflower-sagaya.com/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: booking page /reservation/: booking via tablecheck.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 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/moonflower-sagaya.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: 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: no

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