# Madame Bovary: Agent-Direct Score B (77.5%)

Site: https://madamebovary31.com/
Report: https://directindex.org/r/madamebovary31.com
Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Madame Bovary is mostly ready for agents.
An AI assistant can open Madame Bovary's website. It can read what Madame Bovary offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://madamebovary31.com/repas-a-emporter/ (on the business's own site)
- Menu: https://madamebovary31.com/carte-menu/
- Phone: +33 9 86 20 55 69
- Hours, from OpenStreetMap · Overture Maps: Th-Sa 09:30-18:00; Su 11:00-18:00 off; Mo 11:30-18:00
- WhatsApp: a link on the site

## Nearby, also direct
Places near Madame Bovary that take a booking or an order on their own website, with no marketplace in between.
- L'Atelier de l'Écharpe (70 m): https://directindex.org/r/latelierdelecharpe.fr
- Les Saisons du Thé (100 m): https://directindex.org/r/saisonsduthe.com
- L’alimentation (130 m): https://directindex.org/r/alimentation-toulouse.com
- Bapz (130 m): https://directindex.org/r/bapz.fr

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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.

## 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": "CafeOrCoffeeShop",
  "name": "Madame Bovary",
  "url": "https://madamebovary31.com/",
  "telephone": "+33 9 86 20 55 69",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6004888,
    "longitude": 1.4407467
  },
  "openingHours": "Th-Sa 09:30-18:00; Su 11:00-18:00 off; Mo 11:30-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "09:30",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday"
      ],
      "opens": "11:30",
      "closes": "18:00"
    }
  ],
  "hasMenu": "https://madamebovary31.com/carte-menu/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://madamebovary31.com/repas-a-emporter/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Toulouse cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 35% | yes |

Nearest places in the index: Le Café Cerise (C, 60 m, https://directindex.org/r/lecafecerise.fr); L'Atelier de l'Écharpe (C, 65 m, https://directindex.org/r/latelierdelecharpe.fr); Bar Spirit Caviste & Cocktail Shop (D, 93 m, https://directindex.org/r/bar-spirit-shop.com); Les Saisons du Thé (D, 99 m, https://directindex.org/r/saisonsduthe.com); La Tchappe (D, 107 m, https://directindex.org/r/latchappe.fr); Le Petit Voisin (B, 116 m, https://directindex.org/r/metro.bar); L’alimentation (B, 130 m, https://directindex.org/r/alimentation-toulouse.com); Bapz (B, 131 m, https://directindex.org/r/bapz.fr); Café Bống (F, 133 m, https://directindex.org/r/cafe-bong.com); Le 46 (F, 138 m, https://directindex.org/r/hotel-lacourdesconsuls.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 Toulouse cafes and bars and named 49 places. Madame Bovary wasn't one of them. See who was named: https://directindex.org/city/toulouse-cafes-bars/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 77.5%.

See what an AI agent reads on this site: https://directindex.org/r/madamebovary31.com/agent-view

## Businesses like Madame Bovary in Toulouse cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Toulouse cafes and bars | 112 | 61% | 31% | 77.5% |

The best of the sites built with WordPress in Toulouse cafes and bars: Hoppy Monkey Club Toulouse Purpan (A 96.3%, https://directindex.org/r/hoppymonkey.fr); The Black Lion (A 92.5%, https://directindex.org/r/theblacklion.fr); Oxford Pub (A 88.8%, https://directindex.org/r/puboxford.fr); Columbus Café & Co (A 87.5%, https://directindex.org/r/columbuscafe.com); Cosmopolitain (A 87.5%, https://directindex.org/r/cosmopolitain-restaurant.fr).

## The direct record
What agents get for Madame Bovary, as JSON: https://directindex.org/api/direct/madamebovary31.com
- Book: none on record
- Order: https://madamebovary31.com/repas-a-emporter/ (own site; could not verify: partial (2026-10-22))
- Menu: https://madamebovary31.com/carte-menu/ (html_page; from the scan)
- Hours: Th-Sa 09:30-18:00; Su 11:00-18:00 off; Mo 11:30-18:00 (from OpenStreetMap)
- Phone: +33 9 86 20 55 69
- Stable links that count: https://directindex.org/go/madamebovary31.com/order, https://directindex.org/go/madamebovary31.com/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 /carte-menu/: 59 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 22 | 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/madamebovary31.com
- 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: yes
- 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/madamebovary31.com/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/madamebovary31.com/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=madamebovary31.com&force=1