# Le Bonheur en Boîte: Agent-Direct Score B (75.4%)

Site: http://lebonheurenboite.fr
Report: https://directindex.org/r/lebonheurenboite.fr
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le Bonheur en Boîte is mostly ready for agents.
An AI assistant can open Le Bonheur en Boîte's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://lebonheurenboite.fr/services-aux-elus/formations-pratiques/#Modulesformations (on the business's own site)
- Phone: 04 28 29 05 27
- Address: 107 avenue Barthélémy Buyer, 69005, Lyon

## Nearby, also direct
Places near Le Bonheur en Boîte that take a booking or an order on their own website, with no marketplace in between.
- Lugdunum Musée et Théâtres Romains (1.5 km): https://directindex.org/r/grandlyon.com
- Musée d'art religieux de Fourvière (1.6 km): https://directindex.org/r/fourviere.org

## What to fix first
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, 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.

## 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": "Organization",
  "name": "Le Bonheur en Boîte",
  "url": "http://lebonheurenboite.fr",
  "telephone": "04 28 29 05 27",
  "address": "107 avenue Barthélémy Buyer, 69005, Lyon",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.762524303648505,
    "longitude": 4.801710608508358
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lebonheurenboite.fr/services-aux-elus/formations-pratiques/#Modulesformations",
        "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.

```
# Le Bonheur en Boîte

> organization in 107 avenue Barthélémy Buyer, 69005, Lyon, Lyon tours, attractions and museums. Phone 04 28 29 05 27.

## Book or order directly

- Book: https://lebonheurenboite.fr/services-aux-elus/formations-pratiques/#Modulesformations (on the business's own site)

## About

- Website: http://lebonheurenboite.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 (Organization).** no address, phone or hours in it
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.

## Where it stands
Not ranked yet in Lyon tours, attractions and museums.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 86% | yes |
| Publish the menu or price list as HTML | 59% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 5% | no |
| Have an llms.txt | 27% | no |

Nearest places in the index: Les massues de lyon ont 60 ans. (C, 481 m, https://directindex.org/r/ferronneries-vincent-creations.fr); Musée du Nouvel Institut Franco-Chinois (C, 1142 m, https://directindex.org/r/nifc.fr); Altaï Travel (D, 1179 m, https://directindex.org/r/altai-travel.com); Atalante (D, 1183 m, https://directindex.org/r/atalante.fr); Lugdunum Musée et Théâtres Romains (B, 1477 m, https://directindex.org/r/grandlyon.com); Voyages Philibert (B, 1567 m, https://directindex.org/r/voyagesphilibert.fr); Musée d'art religieux de Fourvière (C, 1623 m, https://directindex.org/r/fourviere.org); Côté Evasion (F, 1715 m, https://directindex.org/r/cote-evasion.com); Tomaselli Collection (D, 1734 m, https://directindex.org/r/tomaselli-collection.com); Secret Planet (F, 1943 m, https://directindex.org/r/secret-planet.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.


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 75.4%.

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

## Businesses like Le Bonheur en Boîte in Lyon tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Lyon tours, attractions and museums | 76 | 56% | 25% | 75.4% |

The best of the sites built with WordPress in Lyon tours, attractions and museums: Lyon City Tour (A 86.2%, https://directindex.org/r/lyoncitytour.fr); Philibert Tourisme (A 86.2%, https://directindex.org/r/voyagesphilibert.fr); SkiPower (A 86.2%, https://directindex.org/r/skipower.ski); La manOEuvre (B 84.6%, https://directindex.org/r/lamanoeuvre.fr); Lyon City Tour - Terreaux Stop (B 84.6%, https://directindex.org/r/lyoncityguide.fr).

## The direct record
What agents get for Le Bonheur en Boîte, as JSON: https://directindex.org/api/direct/lebonheurenboite.fr
- Book: https://lebonheurenboite.fr/services-aux-elus/formations-pratiques/#Modulesformations (own site; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 04 28 29 05 27
- Stable links that count: https://directindex.org/go/lebonheurenboite.fr/book
- Agents and people followed 1 direct link to this business this month (1 by AI agents).

## 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 | 9 | 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/lebonheurenboite.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/lebonheurenboite.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/lebonheurenboite.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=lebonheurenboite.fr&force=1