# Lost Monk: Agent-Direct Score A (86.2%)

Site: http://www.lostmonk.de/
Report: https://directindex.org/r/lostmonk.de
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Lost Monk is ready for agents.
An AI assistant can open Lost Monk's website. It can read what Lost Monk offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://lostmonk.de/tisch-reservieren (on the business's own site)
- Order directly: https://lostmonk.de/online-bestellen/ (on the business's own site)
- Menu: https://lostmonk.de/speisekarte
- Phone: +4922129194888
- Address: Venloer Str. 241-245, 50823, Köln
- Its menu mentions: vegan options, vegetarian dishes, allergens, a lunch or set menu

## Nearby, also direct
Places near Lost Monk that take a booking or an order on their own website, with no marketplace in between.
- Sushi Ninja (30 m): https://directindex.org/r/sushininja.de
- Virtuous Pie (40 m): https://directindex.org/r/virtuouspie.de

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Cologne, 74% of comparable sites that show a year say 2025 or later.
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Cologne, 11% 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": "Person",
  "name": "Lost Monk",
  "url": "http://www.lostmonk.de/",
  "telephone": "+4922129194888",
  "address": "Venloer Str. 241-245, 50823, Köln",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.94677063,
    "longitude": 6.92301425
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lostmonk.de/tisch-reservieren",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lostmonk.de/online-bestellen/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lost Monk

> person (asian fusion) in Venloer Str. 241-245, 50823, Köln, Cologne. Phone +4922129194888.

## Book or order directly

- Book: https://lostmonk.de/tisch-reservieren (on the business's own site)
- Order: https://lostmonk.de/online-bestellen/ (on the business's own site)
- Menu: https://lostmonk.de/speisekarte

## About

- Website: http://www.lostmonk.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.
- **Structured data found (Person).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
101 of 1796 in Cologne. Top 6% 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 | 90% | yes |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Sushi Ninja (B, 30 m, https://directindex.org/r/sushininja.de); Virtuous Pie (B, 43 m, https://directindex.org/r/virtuouspie.de); Haus Scholzen (D, 59 m, https://directindex.org/r/haus-scholzen.de); Maison Baguette (D, 62 m, https://directindex.org/r/maisonbaguette.de); Fuji (F, 66 m, https://directindex.org/r/japanisches-restaurant-koeln.de); Lezizel Manti (C, 73 m, https://directindex.org/r/lezizel.de); Edelgrün (F, 73 m, https://directindex.org/r/edelgruen.bio); Piccola L'Originale (D, 97 m, https://directindex.org/r/piccola-loriginale.de); MA'LOA (C, 102 m, https://directindex.org/r/maloa.com); Rich'N Greens (D, 103 m, https://directindex.org/r/richngreens.com).

## 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 Cologne and named 80 places. Lost Monk wasn't one of them. See who was named: https://directindex.org/city/cologne/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 86.2%.

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

## Businesses like Lost Monk in Cologne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cologne | 1796 | 49% | 21% | 86.2% |
| Sites built with WordPress in Cologne | 634 | 59% | 31% | 86.2% |

The best of the sites built with WordPress in Cologne: Bulgogi Haus (A 100%, https://directindex.org/r/bulgogi-haus.de); CARUSO Pastabar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); Caruso Pasta Bar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); Kuschari König (A 96.9%, https://directindex.org/r/kuscharikoenig.de); El Barrio (A 96.3%, https://directindex.org/r/elbarrio-koeln.de).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 14th of 1,796 in Cologne, up from 101st.

## The direct record
What agents get for Lost Monk, as JSON: https://directindex.org/api/direct/lostmonk.de
- Book: https://lostmonk.de/tisch-reservieren (own site; found by the scan of 2026-10-20, not yet tested)
- Order: https://lostmonk.de/online-bestellen/ (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: https://lostmonk.de/speisekarte (html_page; from the scan)
- Hours: none on record
- Phone: +4922129194888
- Stable links that count: https://directindex.org/go/lostmonk.de/book, https://directindex.org/go/lostmonk.de/order, https://directindex.org/go/lostmonk.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

Found one hop past the home page: menu page /speisekarte: 262 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 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/lostmonk.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: yes
- OAuth protected resource metadata: yes
- 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: yes

Keep watching this business (https://directindex.org/r/lostmonk.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/lostmonk.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=lostmonk.de&force=1