# 四川小吃: Agent-Direct Score D (53.8%)

Site: https://yunlafang.com
Report: https://directindex.org/r/yunlafang.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.)
四川小吃 is hard for agents to use.
An AI assistant can open 四川小吃's website. It can read what 四川小吃 offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://yunlafang.com/?page_id=14
- Phone: 03-3583-3585
- WhatsApp: a link on the site

## Nearby, also direct
Places near 四川小吃 that take a booking or an order on their own website, with no marketplace in between.
- 赤坂璃宮赤坂本店 (240 m): https://directindex.org/r/rikyu.jp
- 健康美容火鍋専門店朝天門 (400 m): https://directindex.org/r/choutemmon.com
- 赤坂 桃の木 (460 m): https://directindex.org/r/momonoki.tokyo
- メゾン・ド・ユーロン (470 m): https://directindex.org/r/yulong.jp

## 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
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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. In Tokyo, 13% of comparable sites declare one.

## 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": "Restaurant",
  "name": "四川小吃",
  "url": "https://yunlafang.com",
  "telephone": "03-3583-3585",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.6752781,
    "longitude": 139.7361508
  },
  "servesCuisine": [
    "chinese"
  ],
  "hasMenu": "https://yunlafang.com/?page_id=14"
}
</script>
```

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

```
# 四川小吃

> restaurant (chinese) in Tokyo. Phone 03-3583-3585.

## Book or order directly

- Menu: https://yunlafang.com/?page_id=14

## About

- Website: https://yunlafang.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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
3008 of 11057 in Tokyo. Top 27% 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% | no |
| Publish the menu or price list as HTML | 81% | yes |
| 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: 榮林 神楽坂店 (D, 86 m, https://directindex.org/r/eirin-official.jp); 赤坂中華わんたん亭 (D, 136 m, https://directindex.org/r/moo.jp); 東北cafe&dining トレジオンポート (D, 193 m, https://directindex.org/r/tregion.jp); 赤坂璃宮赤坂本店 (D, 238 m, https://directindex.org/r/rikyu.jp); 健康美容火鍋専門店朝天門 (A, 399 m, https://directindex.org/r/choutemmon.com); 赤坂 桃の木 (B, 456 m, https://directindex.org/r/momonoki.tokyo); メゾン・ド・ユーロン (C, 474 m, https://directindex.org/r/yulong.jp); 辛くて香ばしい中華の店　赤坂炎麻堂 (C, 494 m, https://directindex.org/r/enma-do.com); ミホウジャパン (D, 726 m, https://directindex.org/r/miho-japan.co.jp); ホルモサ青山店 (C, 1011 m, https://directindex.org/r/aoyama-horumosa.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. 四川小吃 wasn't one of them. See who was named: https://directindex.org/city/tokyo/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 53.8%.

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

## Businesses like 四川小吃 in Tokyo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo | 11057 | 41% | 8% | 53.8% |
| Sites built with WordPress in Tokyo | 3797 | 52% | 14% | 53.8% |

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); かごの屋 (A 100%, https://directindex.org/r/food-kr.com); 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).

With the two fixes above (No structured data for the business; No booking or ordering link on the website), the score would be about 95.4%. That would be 10th of 11,057 in Tokyo, up from 3008th.

## The direct record
What agents get for 四川小吃, as JSON: https://directindex.org/api/direct/yunlafang.com
- Book: none on record
- Order: none on record
- Menu: https://yunlafang.com/?page_id=14 (html_page; from the scan)
- Hours: none on record
- Phone: 03-3583-3585
- Stable links that count: https://directindex.org/go/yunlafang.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 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/yunlafang.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/yunlafang.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/yunlafang.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=yunlafang.com&force=1
