# Monsieur P: Agent-Direct Score F (33.8%)

Site: https://www.monsieurp.fr
Report: https://directindex.org/r/monsieurp.fr
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.)
Monsieur P is largely invisible to agents.
AI assistants cannot open the website of Monsieur P, so they rely on what other sites say about it.

## Direct links
- Book directly: https://www.monsieurp.fr/r%C3%A9servation (on the business's own site)
- Menu: https://www.monsieurp.fr/la-carte
- Phone: +33 4 81 18 70 24

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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

## 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": "Monsieur P",
  "url": "https://www.monsieurp.fr",
  "telephone": "+33 4 81 18 70 24",
  "email": "contact@monsieurp.fr",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.7594957,
    "longitude": 4.831666
  },
  "openingHours": "Mo-Fr 12:00-13:30,19:45-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "12:00",
      "closes": "13:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "19:45",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://www.monsieurp.fr/r%C3%A9servation",
  "hasMenu": "https://www.monsieurp.fr/la-carte",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.monsieurp.fr/r%C3%A9servation",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Since the scan of 2026-10-14 (F then)
- Fixed: The site could not be read at all
- New: The site turned every visitor without a browser away; No structured data for the business

## Where it stands
738 of 841 in Lyon. Top 88% 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 | 98% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 60% | no |
| Have an llms.txt | 42% | no |

Nearest places with a similar menu: Bouchon Léa (D, 99 m, https://directindex.org/r/lamaisonlea.fr); Le comptoir Cecil (B, 149 m, https://directindex.org/r/comptoircecil.com); Brasserie des Deux Rives (C, 295 m, https://directindex.org/r/lanouvellegarde.com); Le Bistrot de Lyon (A, 302 m, https://directindex.org/r/bistrotdelyon.com); L'Espace Brasserie (D, 304 m, https://directindex.org/r/espacebrasserie.fr); Café Mercière (C, 304 m, https://directindex.org/r/cafemerciere.fr); Le Mercière (F, 354 m, https://directindex.org/r/restaurant-le-merciere.fr); Crazy Salmon (C, 360 m, https://directindex.org/r/crazy-salmon.fr); Burgundy by Matthieu (C, 363 m, https://directindex.org/r/burgundybym.fr); Le Layon (F, 367 m, https://directindex.org/r/lelayon.fr).

## 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 Wix 58% (35% A or B, 3255 sites); This site 33.8%.

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

## Businesses like Monsieur P in Lyon

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lyon | 841 | 58% | 40% | 33.8% |
| Sites built with Wix in Lyon | 37 | 50% | 22% | 33.8% |

The best of the sites built with Wix in Lyon: Maison Courgette (A 90.8%, https://directindex.org/r/maisoncourgette.fr); Fantino (A 87.7%, https://directindex.org/r/fantinolyon.fr); Trèfle (A 87.7%, https://directindex.org/r/trefle-restaurant.fr); L'Epick (B 76.9%, https://directindex.org/r/epick.fr); Biang (B 73.8%, https://directindex.org/r/biang.fr).

With the two fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business) the score would be about 95.4%: 10th of 841 in Lyon, up from 738th.

## The direct record
What agents get for Monsieur P, as JSON: https://directindex.org/api/direct/monsieurp.fr
- Book: https://www.monsieurp.fr/r%C3%A9servation (own site; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: https://www.monsieurp.fr/la-carte (html_page; from the scan)
- Hours: Mo-Fr 12:00-13:30,19:45-21:30 (closed now) (from OpenStreetMap)
- Phone: +33 4 81 18 70 24
- Stable links that count: https://directindex.org/go/monsieurp.fr/book, https://directindex.org/go/monsieurp.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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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