# Restaurant Neptun: Agent-Direct Score C (67.7%)

Site: https://www.restaurant-neptun.de/
Report: https://directindex.org/r/restaurant-neptun.de
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.)
Restaurant Neptun is partly visible to agents.
An AI assistant can open the website of Restaurant Neptun. What Restaurant Neptun offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://restaurant-neptun.de/reservations/ (on the business's own site)
- Order directly: https://restaurant-neptun.de/wp-content/uploads/2023/12/Neptun_Flyer_271123_03.pdf (on the business's own site)
- Menu: https://restaurant-neptun.de/wp-content/uploads/2025/02/Speisekarte-DE.pdf

## 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
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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": "Restaurant Neptun",
  "url": "https://www.restaurant-neptun.de/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Lüderitzstraße 1",
    "postalCode": "81929",
    "addressLocality": "München"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1405652,
    "longitude": 11.6429157
  },
  "openingHours": "Mo-Su 11:30-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:30",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "acceptsReservations": "https://restaurant-neptun.de/reservations/",
  "hasMenu": "https://restaurant-neptun.de/wp-content/uploads/2025/02/Speisekarte-DE.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://restaurant-neptun.de/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://restaurant-neptun.de/wp-content/uploads/2023/12/Neptun_Flyer_271123_03.pdf",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Restaurant Neptun

> restaurant (italian) in Lüderitzstraße 1 81929 München, Munich.

## Book or order directly

- Book: https://restaurant-neptun.de/reservations/ (on the business's own site)
- Order: https://restaurant-neptun.de/wp-content/uploads/2023/12/Neptun_Flyer_271123_03.pdf (on the business's own site)
- Menu: https://restaurant-neptun.de/wp-content/uploads/2025/02/Speisekarte-DE.pdf

## Opening hours

Mo-Su 11:30-23:00

## About

- Website: https://www.restaurant-neptun.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 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.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
470 of 1681 in Munich. Top 28% 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 | 93% | yes |
| Publish the menu or price list as HTML | 84% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 88% | yes |
| Structured data with address, phone and hours | 37% | no |
| Have an llms.txt | 20% | no |

Nearest places with a similar menu: La Romantica (D, 464 m, https://directindex.org/r/la-romantica-muenchen.de); ILGUSTO (A, 731 m, https://directindex.org/r/ilgusto-restaurant.de); Fratima (D, 1262 m, https://directindex.org/r/fratima-ristorante.de); amicomio (D, 1464 m, https://directindex.org/r/amicomio.info); Pastello Eiscafe und Ristaurantino (D, 1477 m, https://directindex.org/r/pastello-misto.de); La Cambusa (C, 1862 m, https://directindex.org/r/cambusa.de); Piccolino (D, 1975 m, https://directindex.org/r/ristorantinopiccolino-munchen.de); Bistro FÖHN (B, 2037 m, https://directindex.org/r/bistrofoehn.de); Bella Rosa (A, 2085 m, https://directindex.org/r/bella-rosa-muenchen.de); Il Sommelier (B, 2410 m, https://directindex.org/r/ilsommelier.de).

## 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 58% (29% A or B, 36926 sites); This site 67.7%.

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

## Businesses like Restaurant Neptun in Munich

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Munich | 1681 | 50% | 25% | 67.7% |
| Sites built with WordPress in Munich | 643 | 63% | 38% | 67.7% |

The best of the sites built with WordPress in Munich: Atlantik Restaurant (A 96.3%, https://directindex.org/r/atlantik-muenchen.de); Hafez (A 96.3%, https://directindex.org/r/hafez-restaurant.de); Kraillinger Brauerei (A 96.3%, https://directindex.org/r/kraillinger-brauerei.com); Osteria der Katzlmacher (A 96.3%, https://directindex.org/r/der-katzlmacher.com); Ristorante ROMANS (A 95.9%, https://directindex.org/r/ristorante-romans.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%: 17th of 1,681 in Munich, up from 470th.

## The direct record
What agents get for Restaurant Neptun, as JSON: https://directindex.org/api/direct/restaurant-neptun.de
- Book: https://restaurant-neptun.de/reservations/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://restaurant-neptun.de/wp-content/uploads/2023/12/Neptun_Flyer_271123_03.pdf (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://restaurant-neptun.de/wp-content/uploads/2025/02/Speisekarte-DE.pdf (pdf; from the scan)
- Hours: Mo-Su 11:30-23:00 (open now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/restaurant-neptun.de/book, https://directindex.org/go/restaurant-neptun.de/order, https://directindex.org/go/restaurant-neptun.de/menu
- Agents and people followed 3 direct links to this business this month (3 by AI agents).

## 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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 4 | 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/restaurant-neptun.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/restaurant-neptun.de/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/restaurant-neptun.de/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=restaurant-neptun.de&force=1