# Leonhard Diner: Agent-Direct Score D (53.8%)

Site: https://www.leonhard-diner.de/
Report: https://directindex.org/r/leonhard-diner.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.)
Leonhard Diner is hard for agents to use.

## Direct links
- Menu: https://leonhard-diner.de/images/Speisekarte/Leonhard%20Diner%20Speisekarte%202021.pdf
- Phone: +49 8131 3 90 90 38

## 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
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Leonhard Diner",
  "url": "https://www.leonhard-diner.de/",
  "telephone": "+49 8131 3 90 90 38",
  "email": "info@leonhard-diner.de",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.2270773,
    "longitude": 11.4637201
  },
  "openingHours": "Mo-Th 17:00-22:30; Fr 11:00-23:30; Sa 10:00-23:30; Su 10:00-22:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "17:00",
      "closes": "22:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "11:00",
      "closes": "23:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "10:00",
      "closes": "23:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "22:30"
    }
  ],
  "servesCuisine": [
    "american"
  ],
  "hasMenu": "https://leonhard-diner.de/images/Speisekarte/Leonhard%20Diner%20Speisekarte%202021.pdf"
}
</script>
```

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

```
# Leonhard Diner

> restaurant (american) in Munich. Phone +49 8131 3 90 90 38.

## Book or order directly

- Menu: https://leonhard-diner.de/images/Speisekarte/Leonhard%20Diner%20Speisekarte%202021.pdf

## Opening hours

Mo-Th 17:00-22:30; Fr 11:00-23:30; Sa 10:00-23:30; Su 10:00-22:30

## About

- Website: https://www.leonhard-diner.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.

## Where it stands
860 of 1758 in Munich. Top 49% 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 | 94% | no |
| Publish the menu or price list as HTML | 85% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 86% | yes |
| Structured data with address, phone and hours | 39% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Zadar (B, 259 m, https://directindex.org/r/restaurant-zadar.de); Original Hong Kong Kitchen (C, 647 m, https://directindex.org/r/orientalhongkongkitchen.de); Gasthof Zur Eiche (D, 678 m, https://directindex.org/r/zur-eiche-karlsfeld.de); FIFTY SEVEN - Burger & Bowls (C, 1153 m, https://directindex.org/r/57karlsfeld.de); Chumi (D, 1178 m, https://directindex.org/r/restaurant-chumi.de); Zur Deutschen Südsee-Insel (D, 1494 m, https://directindex.org/r/xn--zur-deutschen-sdsee-insel-twc.de); Vietnam Today (D, 1779 m, https://directindex.org/r/vietnam-today-muenchen.de); Gold Cow (C, 2271 m, https://directindex.org/r/goldcow.de); Geisha (B, 2313 m, https://directindex.org/r/geisha-dachau.de); TSV Allach (D, 2515 m, https://directindex.org/r/tsvallach09.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.

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

## Businesses like Leonhard Diner in Munich

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Munich | 1758 | 50% | 24% | 53.8% |

The best of Same kind in Munich: AGusto77 (A 100%, https://directindex.org/r/agusto77.de); Bavaria Soul (A 100%, https://directindex.org/r/bavaria-soul.de); Gasthaus Weinbauer (A 100%, https://directindex.org/r/weinbauer-muenchen.de); Vu Jaa (A 100%, https://directindex.org/r/vujaa.de); Ziegelhaus (A 100%, https://directindex.org/r/ziegelhaus-muenchen.de).

With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Menu or price list is a PDF) the score would be about 95.4%: 18th of 1,758 in Munich, up from 860th.

## The direct record
What agents get for Leonhard Diner, as JSON: https://directindex.org/api/direct/leonhard-diner.de
- Book: none on record
- Order: none on record
- Menu: https://leonhard-diner.de/images/Speisekarte/Leonhard%20Diner%20Speisekarte%202021.pdf (pdf; from the scan)
- Hours: Mo-Th 17:00-22:30; Fr 11:00-23:30; Sa 10:00-23:30; Su 10:00-22:30 (closed now) (from OpenStreetMap)
- Phone: +49 8131 3 90 90 38
- Stable links that count: https://directindex.org/go/leonhard-diner.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): 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 | 6 | 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/leonhard-diner.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

Deep report: https://directindex.org/r/leonhard-diner.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=leonhard-diner.de&force=1