# Chez Mademoiselle: Agent-Direct Score B (73.8%)

Site: http://chezmademoiselleparis.fr/fr
Report: https://directindex.org/r/chezmademoiselleparis.fr
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chez Mademoiselle is mostly ready for agents.
An AI assistant can open Chez Mademoiselle's website. It can read what Chez Mademoiselle offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://chezmademoiselleparis.fr/fr/booking (on the business's own site)
- Menu: https://chezmademoiselleparis.fr/fr/services
- Phone: +33142721416
- Address: Rue Charlemagne
- Outdoor seating (OpenStreetMap)
- Languages: French, English

## Nearby, also direct
Places near Chez Mademoiselle that take a booking or an order on their own website, with no marketplace in between.
- Au Bouquet Saint-Paul (200 m): https://directindex.org/r/lebouquetsaintpaul.fr
- Les Nautes (240 m): https://directindex.org/r/lesnautes-paris.com
- Bistrot La Place (250 m): https://directindex.org/r/bistrotdelaplaceparis.fr
- Pamela Popo (270 m): https://directindex.org/r/pamelapopo.fr

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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

## 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": "Chez Mademoiselle",
  "url": "http://chezmademoiselleparis.fr/fr",
  "telephone": "+33142721416",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Charlemagne"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.8543977,
    "longitude": 2.359967
  },
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://chezmademoiselleparis.fr/fr/booking",
  "hasMenu": "https://chezmademoiselleparis.fr/fr/services",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://chezmademoiselleparis.fr/fr/booking",
        "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.

```
# Chez Mademoiselle

> restaurant (french) in Rue Charlemagne, Paris. Phone +33142721416.

## Book or order directly

- Book: https://chezmademoiselleparis.fr/fr/booking (on the business's own site)
- Menu: https://chezmademoiselleparis.fr/fr/services

## About

- Website: http://chezmademoiselleparis.fr/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.
- **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
1559 of 5992 in Paris. Top 26% 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 | 100% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 84% | no |
| Have an llms.txt | 61% | no |

Nearest places with a similar menu: Metropolitain (C, 122 m, https://directindex.org/r/metroresto.fr); Bistrot Caché (D, 156 m, https://directindex.org/r/bistrot-saint-paul.fr); Ardèche à Paris (F, 159 m, https://directindex.org/r/ardecheaparis.com); Oyster Club (D, 183 m, https://directindex.org/r/oysterclub.fr); Au Bouquet Saint-Paul (D, 202 m, https://directindex.org/r/lebouquetsaintpaul.fr); Rainettes (F, 211 m, https://directindex.org/r/rainettes.com); Les Nautes (C, 237 m, https://directindex.org/r/lesnautes-paris.com); Les Maquereaux Rive Droite (F, 239 m, https://directindex.org/r/lesmaquereaux.com); Bistrot La Place (B, 250 m, https://directindex.org/r/bistrotdelaplaceparis.fr); Pamela Popo (B, 267 m, https://directindex.org/r/pamelapopo.fr).

## 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 30 everyday questions about Paris and named 198 places. Chez Mademoiselle wasn't one of them. See who was named: https://directindex.org/city/paris/recommended


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

## Businesses like Chez Mademoiselle in Paris

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris | 5992 | 57% | 39% | 73.8% |

The best of the businesses of the same kind in Paris: 5 Pailles (A 100%, https://directindex.org/r/5pailles.com); A l'affiche (A 100%, https://directindex.org/r/restaurantalaffiche.com); Allegria (A 100%, https://directindex.org/r/allegria-restaurants.fr); Amalfitana (A 100%, https://directindex.org/r/amalfitana-paris.com); Ambos (A 100%, https://directindex.org/r/ambos-restaurant.fr).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 201st of 5,992 in Paris, up from 1559th.

## The direct record
What agents get for Chez Mademoiselle, as JSON: https://directindex.org/api/direct/chezmademoiselleparis.fr
- Book: https://chezmademoiselleparis.fr/fr/booking (own site; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: https://chezmademoiselleparis.fr/fr/services (html_page; from the scan)
- Hours: none on record
- Phone: +33142721416
- Stable links that count: https://directindex.org/go/chezmademoiselleparis.fr/book, https://directindex.org/go/chezmademoiselleparis.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

Found one hop past the home page: menu page /fr/services: 18 prices; booking page /fr/booking: booking link (other).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 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/chezmademoiselleparis.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: no

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