# "mu": Agent-Direct Score C (61.5%)

Site: https://mu-ldn.com/
Report: https://directindex.org/r/mu-ldn.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
"mu" is partly visible to agents.
An AI assistant can open the website of "mu". It can read what "mu" offers. It finds a way to book or order directly, through SevenRooms.

## Direct links
- Book directly: https://www.sevenrooms.com/explore/mu/reservations/create/search/ (through sevenrooms acting for the business)
- Menu: https://mu-ldn.com/menus

## 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
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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": "\"mu\"",
  "url": "https://mu-ldn.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Kingsland Road 432-434",
    "postalCode": "E8 4AA",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.5422037,
    "longitude": -0.0759177
  },
  "servesCuisine": [
    "japanese"
  ],
  "acceptsReservations": "https://www.sevenrooms.com/explore/mu/reservations/create/search/",
  "hasMenu": "https://mu-ldn.com/menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/explore/mu/reservations/create/search/",
        "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.

```
# "mu"

> restaurant (japanese) in Kingsland Road 432-434 E8 4AA London, London.

## Book or order directly

- Book: https://www.sevenrooms.com/explore/mu/reservations/create/search/ (through sevenrooms acting for the business)
- Menu: https://mu-ldn.com/menus

## About

- Website: https://mu-ldn.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 is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.
- **SevenRooms works with agents through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
1333 of 2589 in London. Top 51% 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 | 100% | yes |
| Publish the menu or price list as HTML | 88% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Koya Ko (C, 1140 m, https://directindex.org/r/koya.co.uk); Kome Express (D, 1443 m, https://directindex.org/r/komeuk.com); Seaweed (C, 1597 m, https://directindex.org/r/seaweed-food.co.uk); Uchi (D, 1880 m, https://directindex.org/r/uchihackney.com); Zen Mondo (D, 1961 m, https://directindex.org/r/zenmondo.co.uk); JIJI (F, 1985 m, https://directindex.org/r/jijirestaurants.com); The Japanese Canteen (F, 2030 m, https://directindex.org/r/thejapanesecanteen.co.uk); Tenshi (A, 2077 m, https://directindex.org/r/tenshilondon.com); Sanjugo (A, 2138 m, https://directindex.org/r/sanjugo.co.uk); Kanada-Ya (B, 2182 m, https://directindex.org/r/kanada-ya.com).

## 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 using SevenRooms 71% (53% A or B, 669 sites); This site 61.5%.

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

## Businesses like "mu" in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 2589 | 57% | 41% | 61.5% |
| Sites using SevenRooms in London | 156 | 71% | 54% | 61.5% |

The best of the sites using SevenRooms in London: Cacciari's Asia (A 100%, https://directindex.org/r/cacciaris.co.uk); Preto Queensway (A 100%, https://directindex.org/r/preto.co.uk); Plants of Roselyn (A 93.8%, https://directindex.org/r/plantsofroselyn.com); Koyal (A 92.3%, https://directindex.org/r/koyalrestaurant.com); Noya (A 92.3%, https://directindex.org/r/noyalondon.com).

With the two fixes above (No structured data for the business; Almost no text without JavaScript) the score would be about 87.7%: 254th of 2,589 in London, up from 1333rd.

## The direct record
What agents get for "mu", as JSON: https://directindex.org/api/direct/mu-ldn.com
- Book: https://www.sevenrooms.com/explore/mu/reservations/create/search/ (vendor on own site: SevenRooms; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://mu-ldn.com/menus (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/mu-ldn.com/book, https://directindex.org/go/mu-ldn.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, SevenRooms: Through partners. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 7 | 25 |
| Actionable | 10 | 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/mu-ldn.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/mu-ldn.com/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/mu-ldn.com/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=mu-ldn.com&force=1