# 大坪医院: Agent-Direct Score F (33.4%)

Site: http://www.otsuboiin.com
Report: https://directindex.org/r/otsuboiin.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.)
大坪医院 is largely invisible to agents.
Some AI assistants are turned away by 大坪医院'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.
## Nearby, also direct
Places near 大坪医院 that take a booking or an order on their own website, with no marketplace in between.
- 世田谷区医師会初期救急診療所 (890 m): https://directindex.org/r/setagaya-med.or.jp

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No online booking 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 an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (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 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": "Physician",
  "name": "大坪医院",
  "url": "http://www.otsuboiin.com",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.6635541,
    "longitude": 139.6558643
  }
}
</script>
```

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

```
# 大坪医院

> physician in Tokyo dentists, clinics and vets.

## About

- Website: http://www.otsuboiin.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.

## Where it stands
5031 of 6347 in Tokyo dentists, clinics and vets. Top 79% 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 | 61% | no |
| Publish the menu or price list as HTML | 46% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 8% | no |
| Have an llms.txt | 19% | no |

Nearest places in the index: 星医院 (F, 218 m, https://directindex.org/r/hoshi-iin.com); 羽根木動物病院 (D, 415 m, https://directindex.org/r/hah.jp); 中島医院 (F, 777 m, https://directindex.org/r/nakajimaiin.jp); 代田クリニック (F, 782 m, https://directindex.org/r/daita-clinic.com); 世田谷代田デンタルクリニック (F, 783 m, https://directindex.org/r/setagayadaita-dc.com); 動物愛護病院 (D, 785 m, https://directindex.org/r/aigo101.com); 青田デンタルクリニック (D, 872 m, https://directindex.org/r/aotadental.com); 世田谷区医師会初期救急診療所 (D, 890 m, https://directindex.org/r/setagaya-med.or.jp); たねいち歯科医院 (D, 960 m, https://directindex.org/r/taneichi-shika.com); 宮内デンタルクリニック (F, 993 m, https://directindex.org/r/miyauchidental.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.


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 33.4%.

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

## Businesses like 大坪医院 in Tokyo dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo dentists, clinics and vets | 6347 | 43% | 5% | 33.4% |
| Sites built with WordPress in Tokyo dentists, clinics and vets | 1311 | 51% | 8% | 33.4% |

The best of the sites built with WordPress in Tokyo dentists, clinics and vets: ほさかデンタルクリニック (A 90.8%, https://directindex.org/r/hosakadental.jp); 中川歯科クリニック (A 87.7%, https://directindex.org/r/nakagawadent.net); 五反田Tスマイルデンタルクリニック (A 87.7%, https://directindex.org/r/tsmiledc.com); 五良会クリニック白金高輪 (A 87.7%, https://directindex.org/r/goryokai-shirokanetakanawa-biyou.jp); 北青山Dクリニック (A 87.7%, https://directindex.org/r/dsurgery.com).

With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 90.3%. That would be 4th of 6,347 in Tokyo dentists, clinics and vets, up from 5031st.

## The direct record
What agents get for 大坪医院, as JSON: https://directindex.org/api/direct/otsuboiin.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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 | 21.7 | 25 |
| Readable | 0 | 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/otsuboiin.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: no

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