# Café de L'Orangerie: Agent-Direct Score B (73.8%)

Site: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/
Report: https://directindex.org/r/cafe-de-l-orangerie-restaurant-nantes.fr
Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Café de L'Orangerie is mostly ready for agents.
An AI assistant can open Café de L'Orangerie's website. It can read what Café de L'Orangerie offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/booking-restopro (on the business's own site)
- Menu: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/la-carte-cafe-de-l-orangerie-restaurant-nantes
- Phone: +33 2 28 44 27 08
- Address: Rue Gambetta
- Hours, from OpenStreetMap · Overture Maps: Mar-Oct 09:00-21:30; Oct-Mar 09:00-17:30
- Outdoor seating (OpenStreetMap)
- Step-free access (OpenStreetMap)

## Nearby, also direct
Places near Café de L'Orangerie that take a booking or an order on their own website, with no marketplace in between.
- Le Café du Musée (330 m): https://directindex.org/r/cafedumusee.fr
- L'Éphémère (370 m): https://directindex.org/r/lephemere-restaurant-nantes.fr
- ZAW (410 m): https://directindex.org/r/zaw-nantes.com
- Bistrot Élémentaire (640 m): https://directindex.org/r/bistrot-elementaire.com
- Lamaccotte (710 m): https://directindex.org/r/lamaccotte-restaurant-nantes.com

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: 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)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Nantes, 15% 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": "Café de L'Orangerie",
  "url": "https://www.cafe-de-l-orangerie-restaurant-nantes.fr/",
  "telephone": "+33 2 28 44 27 08",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Gambetta"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.2209831,
    "longitude": -1.5439567
  },
  "openingHours": "Mar-Oct 09:00-21:30; Oct-Mar 09:00-17:30",
  "servesCuisine": [
    "french",
    "regional"
  ],
  "acceptsReservations": "https://www.cafe-de-l-orangerie-restaurant-nantes.fr/booking-restopro",
  "hasMenu": "https://www.cafe-de-l-orangerie-restaurant-nantes.fr/la-carte-cafe-de-l-orangerie-restaurant-nantes",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.cafe-de-l-orangerie-restaurant-nantes.fr/booking-restopro",
        "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.

```
# Café de L'Orangerie

> restaurant (french, regional) in Rue Gambetta, Nantes. Phone +33 2 28 44 27 08.

## Book or order directly

- Book: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/booking-restopro (on the business's own site)
- Menu: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/la-carte-cafe-de-l-orangerie-restaurant-nantes

## Opening hours

Mar-Oct 09:00-21:30; Oct-Mar 09:00-17:30

## About

- Website: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/
- 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 (Restaurant).** address, phone
- **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.

## Where it stands
105 of 470 in Nantes. Top 22% 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 | 98% | yes |
| Publish the menu or price list as HTML | 75% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 53% | no |

Nearest places with a similar menu: Le Café du Musée (A, 326 m, https://directindex.org/r/cafedumusee.fr); L'Éphémère (B, 374 m, https://directindex.org/r/lephemere-restaurant-nantes.fr); ZAW (B, 408 m, https://directindex.org/r/zaw-nantes.com); Taverne du Chateau (F, 514 m, https://directindex.org/r/lataverne.com); Chez Maurice (B, 631 m, https://directindex.org/r/chez-maurice.fr); Bistrot Élémentaire (D, 641 m, https://directindex.org/r/bistrot-elementaire.com); La Cachette (D, 672 m, https://directindex.org/r/lacachette.fr); Lamaccotte (C, 705 m, https://directindex.org/r/lamaccotte-restaurant-nantes.com); Le Bistro des Enfants Nantais (A, 707 m, https://directindex.org/r/eatbu.com); Freia (B, 723 m, https://directindex.org/r/freia-restaurant.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 29 everyday questions about Nantes and named 107 places. Café de L'Orangerie wasn't one of them. See who was named: https://directindex.org/city/nantes/recommended


See what an AI agent reads on this site: https://directindex.org/r/cafe-de-l-orangerie-restaurant-nantes.fr/agent-view

## Businesses like Café de L'Orangerie in Nantes

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Nantes | 470 | 56% | 35% | 73.8% |

The best of the businesses of the same kind in Nantes: 180g Pizza (A 100%, https://directindex.org/r/180g.fr); Chez ta mère (A 100%, https://directindex.org/r/eatbu.com); La Vacherie (A 100%, https://directindex.org/r/lavacherie.fr); Pizz'Alchimie (A 100%, https://directindex.org/r/pizzalchimie.com); À Poêle (A 100%, https://directindex.org/r/apoelerestobar.fr).

With the fix above (Structured data is incomplete), the score would be about 77.5%. That would be 86th of 470 in Nantes, up from 105th.

## The direct record
What agents get for Café de L'Orangerie, as JSON: https://directindex.org/api/direct/cafe-de-l-orangerie-restaurant-nantes.fr
- Book: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/booking-restopro (own site; could not verify: failed (2026-10-20))
- Order: none on record
- Menu: https://www.cafe-de-l-orangerie-restaurant-nantes.fr/la-carte-cafe-de-l-orangerie-restaurant-nantes (html_page; from the scan)
- Hours: Mar-Oct 09:00-21:30; Oct-Mar 09:00-17:30 (from OpenStreetMap)
- Phone: +33 2 28 44 27 08
- Stable links that count: https://directindex.org/go/cafe-de-l-orangerie-restaurant-nantes.fr/book, https://directindex.org/go/cafe-de-l-orangerie-restaurant-nantes.fr/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 | 19 | 25 |
| Actionable | 15 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/cafe-de-l-orangerie-restaurant-nantes.fr
- 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: yes

Keep watching this business (https://directindex.org/r/cafe-de-l-orangerie-restaurant-nantes.fr/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/cafe-de-l-orangerie-restaurant-nantes.fr/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=cafe-de-l-orangerie-restaurant-nantes.fr&force=1