# 麻辣先生: Agent-Direct Score C (61.5%)

Site: https://marasensei.jp/mala-sensei-iidabashi-1st-store/
Report: https://directindex.org/r/marasensei.jp
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
麻辣先生 is partly visible to agents.
An AI assistant can open the website of 麻辣先生. It finds no 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://marasensei.jp/contact/reservation_form/ (on the business's own site)
- Phone: +81-3-6261-7988

## 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). It is the one block every assistant reads first; 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 menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "麻辣先生",
  "url": "https://marasensei.jp/mala-sensei-iidabashi-1st-store/",
  "telephone": "+81-3-6261-7988",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "6",
    "postalCode": "102-0071",
    "addressLocality": "千代田区"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.6987291,
    "longitude": 139.7457014
  },
  "servesCuisine": [
    "chinese"
  ],
  "acceptsReservations": "https://marasensei.jp/contact/reservation_form/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://marasensei.jp/contact/reservation_form/",
        "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.

```
# 麻辣先生

> restaurant (chinese) in 6 102-0071 千代田区, Tokyo. Phone +81-3-6261-7988.

## Book or order directly

- Book: https://marasensei.jp/contact/reservation_form/ (on the business's own site)

## About

- Website: https://marasensei.jp/mala-sensei-iidabashi-1st-store/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
94 of 438 in Tokyo. Top 21% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 82% | yes |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 89% | yes |
| Structured data with address, phone and hours | 18% | no |
| Have an llms.txt | 9% | no |

Nearest places in the index: バーガーキング (F, 135 m, https://directindex.org/r/bk.com); Spicier - Spiced Chai and Indian Curry Bread (F, 582 m, https://directindex.org/r/spicier.jp); キッチンジロー&ほろよいジロー (D, 597 m, https://directindex.org/r/kitchenjiro.co.jp); 神楽坂五○番 (D, 603 m, https://directindex.org/r/50ban.jp); 兵庫横丁 (F, 672 m, https://directindex.org/r/tokyo-shinjuku.net); cincin Kagurazaka (F, 745 m, https://directindex.org/r/raku-co.com); Tony Roma's (C, 849 m, https://directindex.org/r/tonyromas.com); 千代田区役所 食堂 (F, 884 m, https://directindex.org/r/chiyoda.lg.jp); Tanaka's Roti (C, 945 m, https://directindex.org/r/kagurazaka-tanakas-roti.com); Taco Bell (C, 984 m, https://directindex.org/r/tacobell.co.uk).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); This site 61.5%.

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

## Businesses like 麻辣先生 in Tokyo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo | 438 | 44% | 10% | 61.5% |
| Sites built with WordPress in Tokyo | 159 | 54% | 17% | 61.5% |

The best of the sites built with WordPress in Tokyo: Tsukiji Kagura Sushi Annex (A 100%, https://directindex.org/r/tukijikagura.jp); Eggs 'n Things (A 93.8%, https://directindex.org/r/eggsnthingsjapan.com); グランサイファーキッチン (A 92.3%, https://directindex.org/r/pasela.co.jp); 月島もんじゃストリート (A 86.2%, https://directindex.org/r/monja.gr.jp); Guzman y Gomez (B 84.6%, https://directindex.org/r/guzmanygomez.com.au).

With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 95.4%: 2nd of 438 in Tokyo, up from 94th.

## The direct record
What agents get for 麻辣先生, as JSON: https://directindex.org/api/direct/marasensei.jp
- Book: https://marasensei.jp/contact/reservation_form/ (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +81-3-6261-7988
- Stable links that count: https://directindex.org/go/marasensei.jp/book

## 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 | 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/marasensei.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/marasensei.jp/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/marasensei.jp/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=marasensei.jp&force=1