# Louis Laurent: Agent-Direct Score C (61.5%)

Site: http://www.louis-laurent.de/
Report: https://directindex.org/r/louis-laurent.de
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Louis Laurent is partly visible to agents.
An AI assistant can open the website of Louis Laurent. What Louis Laurent offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through TheFork.

## Direct links
- Book directly: https://widget.thefork.com/011f1b45-9157-4e78-9f9c-0d586da463ec (through thefork acting for the business)
- Menu: https://cdn.prod.website-files.com/668bce948dcb4031a7d4f732/66f403420655b12f9b7a239e_Louis-Laurent-Speisekarte-komplett.pdf
- Phone: +493022432529

## 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). 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": "Louis Laurent",
  "url": "http://www.louis-laurent.de/",
  "telephone": "+493022432529",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Giesebrechtstraße 16",
    "postalCode": "10629",
    "addressLocality": "Berlin",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 52.5022351,
    "longitude": 13.3098678
  },
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://widget.thefork.com/011f1b45-9157-4e78-9f9c-0d586da463ec",
  "hasMenu": "https://cdn.prod.website-files.com/668bce948dcb4031a7d4f732/66f403420655b12f9b7a239e_Louis-Laurent-Speisekarte-komplett.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://widget.thefork.com/011f1b45-9157-4e78-9f9c-0d586da463ec",
        "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.

```
# Louis Laurent

> restaurant (french) in Giesebrechtstraße 16 10629 Berlin, Berlin. Phone +493022432529.

## Book or order directly

- Book: https://widget.thefork.com/011f1b45-9157-4e78-9f9c-0d586da463ec (through thefork acting for the business)
- Menu: https://cdn.prod.website-files.com/668bce948dcb4031a7d4f732/66f403420655b12f9b7a239e_Louis-Laurent-Speisekarte-komplett.pdf

## About

- Website: http://www.louis-laurent.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Booking through thefork on your own domain.** No marketplace commission, and the guest stays yours.
- **TheFork works with agents through its partners.** TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. 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
1364 of 4748 in Berlin. Top 29% 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 | 84% | yes |
| Publish the menu or price list as HTML | 75% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 83% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 26% | no |

Nearest places with a similar menu: Théodor Brasserie (A, 171 m, https://directindex.org/r/theodorberlin.com); Joynes Kitchen (B, 277 m, https://directindex.org/r/joynes-kitchen.de); Brasserie Lamazère (C, 707 m, https://directindex.org/r/lamazere.de); Grand Cafe Saint-Germain (C, 845 m, https://directindex.org/r/grandcafe-saintgermain.de); Weinrestaurant Risacher (F, 867 m, https://directindex.org/r/server-center.de); Restaurant Le Compagnon (D, 873 m, https://directindex.org/r/restaurant-lecompagnon.de); Brasserie Le Paris (D, 991 m, https://directindex.org/r/brasserie-leparis.com); Le Petit Royal (C, 1016 m, https://directindex.org/r/lepetitroyal.de); Crêplala (F, 1064 m, https://directindex.org/r/creplala.de); Bostich (C, 1134 m, https://directindex.org/r/bostich.berlin).

## 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 Webflow 59% (26% A or B, 1920 sites); Sites using TheFork 60% (23% A or B, 574 sites); This site 61.5%.

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

## Businesses like Louis Laurent in Berlin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Berlin | 4748 | 46% | 19% | 61.5% |
| Sites built with Webflow in Berlin | 58 | 59% | 28% | 61.5% |
| Sites using TheFork in Berlin | 28 | 64% | 29% | 61.5% |
| Sites built with Webflow and using TheFork in Berlin | 1 | 62% | 0% | 61.5% |

The best of the sites using TheFork in Berlin: Restaurant „Maritim“ (A 92.5%, https://directindex.org/r/maritim.de); Kartoffelhaus (A 87.7%, https://directindex.org/r/berliner-kartoffelhaus.de); Itarei (B 78.5%, https://directindex.org/r/itarei-restaurant.de); Trattoria Zoe (B 78.5%, https://directindex.org/r/zoeberlin.de); Shisomen (B 75.4%, https://directindex.org/r/shisomen.de).

With the two fixes above (No structured data for the business; Menu or price list is a PDF) the score would be about 87.7%: 149th of 4,748 in Berlin, up from 1364th.

## The direct record
What agents get for Louis Laurent, as JSON: https://directindex.org/api/direct/louis-laurent.de
- Book: https://widget.thefork.com/011f1b45-9157-4e78-9f9c-0d586da463ec (vendor on own site: TheFork; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: https://cdn.prod.website-files.com/668bce948dcb4031a7d4f732/66f403420655b12f9b7a239e_Louis-Laurent-Speisekarte-komplett.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +493022432529
- Stable links that count: https://directindex.org/go/louis-laurent.de/book, https://directindex.org/go/louis-laurent.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
- Vendor terms for agents, TheFork: Through partners. TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 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/louis-laurent.de
- 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/louis-laurent.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/louis-laurent.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=louis-laurent.de&force=1