# Bubby's American Cookery Yaechika: Agent-Direct Score D (46.6%)

Site: http://bubbys.jp
Report: https://directindex.org/r/bubbys.jp
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.)
Bubby's American Cookery Yaechika is hard for agents to use.
Some AI assistants are turned away by Bubby's American Cookery Yaechika'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://bubbys.jp/%e3%80%8cauto-reserve%ef%bc%88%e3%82%aa%e3%83%bc%e3%83%88%e3%83%aa%e3%82%b6%e3%83%bc%e3%83%96%ef%bc%89%e3%80%8d%e3%81%8b%e3%82%89%e3%81%ae%e3%81%94%e4%ba%88%e7%b4%84%e3%81%8a%e6%96%ad%e3%82%8a/ (on the business's own site)
- Order directly: http://bubbys.jp/delivery/ (on the business's own site)
- Phone: +81362252016
- Address: Yaesu, 2 Chome−1 地下街 中 3号, 104-0028, 中央区

## Nearby, also direct
Places near Bubby's American Cookery Yaechika that take a booking or an order on their own website, with no marketplace in between.
- ASTERISCO (100 m): https://directindex.org/r/yanmarmarche.com

## 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
- **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
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **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

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

## 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": "Bubby's American Cookery Yaechika",
  "url": "http://bubbys.jp",
  "telephone": "+81362252016",
  "address": "Yaesu, 2 Chome−1 地下街 中 3号, 104-0028, 中央区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.67982052,
    "longitude": 139.77047098
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bubbys.jp/%e3%80%8cauto-reserve%ef%bc%88%e3%82%aa%e3%83%bc%e3%83%88%e3%83%aa%e3%82%b6%e3%83%bc%e3%83%96%ef%bc%89%e3%80%8d%e3%81%8b%e3%82%89%e3%81%ae%e3%81%94%e4%ba%88%e7%b4%84%e3%81%8a%e6%96%ad%e3%82%8a/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://bubbys.jp/delivery/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Bubby's American Cookery Yaechika

> local business (american) in Yaesu, 2 Chome−1 地下街 中 3号, 104-0028, 中央区, Tokyo. Phone +81362252016.

## Book or order directly

- Book: https://bubbys.jp/%e3%80%8cauto-reserve%ef%bc%88%e3%82%aa%e3%83%bc%e3%83%88%e3%83%aa%e3%82%b6%e3%83%bc%e3%83%96%ef%bc%89%e3%80%8d%e3%81%8b%e3%82%89%e3%81%ae%e3%81%94%e4%ba%88%e7%b4%84%e3%81%8a%e6%96%ad%e3%82%8a/ (on the business's own site)
- Order: http://bubbys.jp/delivery/ (on the business's own site)

## About

- Website: http://bubbys.jp
- 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.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
4040 of 10292 in Tokyo. Top 39% 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% | yes |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | no |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: 三陽食堂 (D, 25 m, https://directindex.org/r/sanyo-jp.co.jp); 八重洲 鮨 海味 (D, 40 m, https://directindex.org/r/sushi-umi.co.jp); 三六八重洲店 (F, 53 m, https://directindex.org/r/barholdings.jp); どさんこ市場無炉爛八重洲店 (F, 67 m, https://directindex.org/r/komahachi.com); アンジェロコート東京 (F, 85 m, https://directindex.org/r/prior-parts.com); ASTERISCO (D, 98 m, https://directindex.org/r/yanmarmarche.com); すし鉄 (F, 104 m, https://directindex.org/r/sushitetsu.co.jp); 日本橋 ゆかり (F, 110 m, https://directindex.org/r/nihonbashi-yukari.com); 一平日本橋店 (D, 110 m, https://directindex.org/r/ippei-oden.com); 焼鳥 本田 (D, 111 m, https://directindex.org/r/yakitori-honda.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 111 places. Bubby's American Cookery Yaechika 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 46.6%.

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

## Businesses like Bubby's American Cookery Yaechika in Tokyo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo | 10292 | 41% | 8% | 46.6% |
| Sites built with WordPress in Tokyo | 3508 | 52% | 14% | 46.6% |

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 structured data for the business; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 90.8%. That would be 44th of 10,292 in Tokyo, up from 4040th.

## The direct record
What agents get for Bubby's American Cookery Yaechika, as JSON: https://directindex.org/api/direct/bubbys.jp
- Book: https://bubbys.jp/%e3%80%8cauto-reserve%ef%bc%88%e3%82%aa%e3%83%bc%e3%83%88%e3%83%aa%e3%82%b6%e3%83%bc%e3%83%96%ef%bc%89%e3%80%8d%e3%81%8b%e3%82%89%e3%81%ae%e3%81%94%e4%ba%88%e7%b4%84%e3%81%8a%e6%96%ad%e3%82%8a/ (own site; found by the scan of 2026-10-22, not yet tested)
- Order: http://bubbys.jp/delivery/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +81362252016
- Stable links that count: https://directindex.org/go/bubbys.jp/book, https://directindex.org/go/bubbys.jp/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15.3 | 25 |
| Readable | 0 | 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/bubbys.jp
- 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: no

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