# Musée Subaquatique de Marseille: Agent-Direct Score F (38.5%)

Site: https://www.musee-subaquatique.com/fr/
Report: https://directindex.org/r/musee-subaquatique.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Musée Subaquatique de Marseille is largely invisible to agents.

## What to fix first, by points
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). 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
- **No way to buy tickets online.** (+15 points) Agents have nothing to act on. Add a ticket or booking page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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 it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: what to paste

Structured data, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Museum",
  "name": "Musée Subaquatique de Marseille",
  "url": "https://www.musee-subaquatique.com/fr/",
  "email": "contact@musee-subaquatique.com",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.2902445,
    "longitude": 5.3536516
  }
}
</script>
```

llms.txt draft:

```
# Musée Subaquatique de Marseille

> museum in Marseille tours, attractions and museums.

## About

- Website: https://www.musee-subaquatique.com/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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.

## Where it stands
Rank 16 of 23 in Marseille tours, attractions and museums (top 70%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 70% | no |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Musée des Civilisations de l'Europe et de la Méditerranée (D, 935 m, https://directindex.org/r/mucem.org); La crypte de Saint-Victor (D, 943 m, https://directindex.org/r/marseille-tourisme.com); Grotte Cosquer (D, 1032 m, https://directindex.org/r/grotte-cosquer.com); Musée Regards de Provence (F, 1153 m, https://directindex.org/r/museeregardsdeprovence.com); Cathédrale de la Major (F, 1404 m, https://directindex.org/r/diocese-marseille.fr); Musée de Notre-Dame de la Garde (C, 1569 m, https://directindex.org/r/basiliquenotredamedelagarde.com); Selectour (D, 1786 m, https://directindex.org/r/selectour.com); Musée d'histoire de Marseille (C, 1960 m, https://directindex.org/r/marseille.fr); Frac Sud - Cité de l'art contemporain (F, 2039 m, https://directindex.org/r/fracsud.org); Galerie Dos Mares (F, 2488 m, https://directindex.org/r/2mares.org).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with WordPress average 57% (26% A or B, 35830 sites); this site 38.5%.

What an AI agent reads on this site: https://directindex.org/r/musee-subaquatique.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 0 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/musee-subaquatique.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: 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=musee-subaquatique.com&force=1