# Sea Moon: Agent-Direct Score C (69.2%)

Site: http://www.seamoon-bremen.de/
Report: https://directindex.org/r/seamoon-bremen.de
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Sea Moon is partly visible to agents.
An AI assistant can open Sea Moon's website. What Sea Moon offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://seamoon-bremen.de/#kontakt (on the business's own site)
- Menu: https://seamoon-bremen.de/wp-content/uploads/2025/04/SEA-MOON-Speisekarte-2025.pdf
- Phone: +49 421 7901765
- Address: Vor dem Steintor 35 28203 Bremen
- Hours, from OpenStreetMap · Overture Maps: Mon 12:00–23:00; Tue closed; Wed–Sun 12:00–23:00

## Nearby, also direct
Places near Sea Moon that take a booking or an order on their own website, with no marketplace in between.
- Ani House (700 m): https://directindex.org/r/ani-house.de
- Ani House auf dem Schiff (1.2 km): https://directindex.org/r/anihouse-schiff.de

## 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
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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 Bremen, 9.8% 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": "Sea Moon",
  "url": "http://www.seamoon-bremen.de/",
  "telephone": "+49 421 7901765",
  "email": "seamoon.bremen@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Vor dem Steintor 35",
    "postalCode": "28203",
    "addressLocality": "Bremen",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.0729026,
    "longitude": 8.8253651
  },
  "openingHours": "We-Mo 12:00-23:00; Tu off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday",
        "Monday"
      ],
      "opens": "12:00",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "chinese",
    "thai",
    "vietnamese"
  ],
  "acceptsReservations": "https://seamoon-bremen.de/#kontakt",
  "hasMenu": "https://seamoon-bremen.de/wp-content/uploads/2025/04/SEA-MOON-Speisekarte-2025.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://seamoon-bremen.de/#kontakt",
        "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.

```
# Sea Moon

> restaurant (chinese, thai, vietnamese) in Vor dem Steintor 35 28203 Bremen, Bremen. Phone +49 421 7901765.

## Book or order directly

- Book: https://seamoon-bremen.de/#kontakt (on the business's own site)
- Menu: https://seamoon-bremen.de/wp-content/uploads/2025/04/SEA-MOON-Speisekarte-2025.pdf

## Opening hours

We-Mo 12:00-23:00; Tu off

## About

- Website: http://www.seamoon-bremen.de/
- 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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
178 of 756 in Bremen. Top 24% 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 | 91% | yes |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 77% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Ani House (A, 702 m, https://directindex.org/r/ani-house.de); A Béo (B, 919 m, https://directindex.org/r/abeorestaurant.de); Ani House auf dem Schiff (B, 1245 m, https://directindex.org/r/anihouse-schiff.de); Mr. Yu (B, 1308 m, https://directindex.org/r/hotpot-mryu-guntangkongjian.de); Zui Yuan (F, 1368 m, https://directindex.org/r/zuiyuan.de); pochana thai (B, 1412 m, https://directindex.org/r/pochana-thai.de); Dim Sum (F, 1651 m, https://directindex.org/r/dimsum-bremen.de); Asia Wok China- & Thai Spezialitäten (F, 1772 m, https://directindex.org/r/fdtvo.com); Nanking (D, 1862 m, https://directindex.org/r/nanking-bremen.de); Sino-Store (C, 1912 m, https://directindex.org/r/sino-imbiss.de).

## 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 12 everyday questions about Bremen and named 63 places. Sea Moon wasn't one of them. See who was named: https://directindex.org/city/bremen/recommended


Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 69.2%.

See what an AI agent reads on this site: https://directindex.org/r/seamoon-bremen.de/agent-view

## Businesses like Sea Moon in Bremen

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bremen | 756 | 50% | 23% | 69.2% |
| Sites built with WordPress in Bremen | 296 | 57% | 29% | 69.2% |

The best of the sites built with WordPress in Bremen: Veganes Küchen Kollektiv (A 93.8%, https://directindex.org/r/veganeskuechenkollektiv.de); Antonios La Villa (A 90%, https://directindex.org/r/antonios-lavilla-bremen.de); Don Félipe (A 88.8%, https://directindex.org/r/donfelipe-bremen.de); Katzentempel (A 88.8%, https://directindex.org/r/katzentempel.de); la calma (A 88.8%, https://directindex.org/r/lacalma-cucina.de).

With the two fixes above (No structured data for the business; Menu or price list is a PDF), the score would be about 95.4%. That would be 4th of 756 in Bremen, up from 178th.

## The direct record
What agents get for Sea Moon, as JSON: https://directindex.org/api/direct/seamoon-bremen.de
- Book: https://seamoon-bremen.de/#kontakt (own site; found by the scan of 2026-10-19, not yet tested)
- Order: none on record
- Menu: https://seamoon-bremen.de/wp-content/uploads/2025/04/SEA-MOON-Speisekarte-2025.pdf (pdf; from the scan)
- Hours: We-Mo 12:00-23:00; Tu off (closed now) (from OpenStreetMap)
- Phone: +49 421 7901765
- Stable links that count: https://directindex.org/go/seamoon-bremen.de/book, https://directindex.org/go/seamoon-bremen.de/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 | 5 | 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/seamoon-bremen.de
- 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/seamoon-bremen.de/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/seamoon-bremen.de/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=seamoon-bremen.de&force=1