# Musée des Plans-Reliefs: Agent-Direct Score F (9.2%)

Site: https://www.museedesplansreliefs.culture.fr/
Report: https://directindex.org/r/museedesplansreliefs.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.)
Musée des Plans-Reliefs is largely invisible to agents.
AI assistants cannot open the website of Musée des Plans-Reliefs, so they rely on what other sites say about it.

## Direct links
- Phone: +33 1 45 51 95 05

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (http_403); 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 (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
- **Tickets through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. 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

## 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": "Museum",
  "name": "Musée des Plans-Reliefs",
  "url": "https://www.museedesplansreliefs.culture.fr/",
  "telephone": "+33 1 45 51 95 05",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue de Grenelle 129",
    "postalCode": "75007",
    "addressLocality": "Paris"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.8564589,
    "longitude": 2.3132374
  },
  "openingHours": "Oct-Mar: Mo-Su 10:00-17:00; Apr-Sep: Mo-Su 10:00-18:00; Mo[1] off; Jan 1 off; May 1 off; Nov 1 off; Dec 25 off"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.

## Since the scan of 2026-10-14 (F then)
- Fixed: No booking or ordering path at all; No llms.txt
- New: The site turned every visitor without a browser away; Booking through an unrecognised third party

## Where it stands
172 of 185 in Paris tours, attractions and museums. Top 93% 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 | 100% | no |
| Publish the menu or price list as HTML | 68% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | no |
| Structured data with address, phone and hours | 11% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Musée Rodin (B, 281 m, https://directindex.org/r/musee-rodin.fr); Musée social (F, 646 m, https://directindex.org/r/cedias.org); Assemblée nationale (B, 683 m, https://directindex.org/r/assemblee-nationale.fr); Musée Maillol (C, 874 m, https://directindex.org/r/museemaillol.com); Musée de la Légion d'Honneur et des Ordres de Chevalerie (F, 942 m, https://directindex.org/r/legiondhonneur.fr); Musée Valentin Haüy (C, 979 m, https://directindex.org/r/avh.asso.fr); Bateaux-Mouches (B, 996 m, https://directindex.org/r/bateaux-mouches.fr); Musée de l'Orangerie (C, 1065 m, https://directindex.org/r/musee-orangerie.fr); Petit Palais, Musée des beaux-arts de la Ville de Paris (C, 1073 m, https://directindex.org/r/paris.fr); Grand Palais (C, 1080 m, https://directindex.org/r/grandpalais.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.

Score over 2 scans since 2026-10-14: 2026-10-14 39%, 2026-10-15 9%.

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

Read by AI agents 1 times this month.

## Businesses like Musée des Plans-Reliefs in Paris tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris tours, attractions and museums | 185 | 54% | 21% | 9.2% |

The best of the businesses of the same kind in Paris tours, attractions and museums: Musée du Vin (A 92.5%, https://directindex.org/r/lemparis.com); Les Maisons du Voyage (A 90.8%, https://directindex.org/r/maisonsduvoyage.com); Le Donjon - Escape The Room (A 86.3%, https://directindex.org/r/ledonjon.fr); Little Villette (B 84.6%, https://directindex.org/r/lavillette.com); Musée Rodin (B 84.6%, https://directindex.org/r/musee-rodin.fr).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business; Tickets through an unrecognised third party) the score would be about 84.6%: 4th of 185 in Paris tours, attractions and museums, up from 172nd.

## The direct record
What agents get for Musée des Plans-Reliefs, as JSON: https://directindex.org/api/direct/museedesplansreliefs.fr
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Oct-Mar: Mo-Su 10:00-17:00; Apr-Sep: Mo-Su 10:00-18:00; Mo[1] off; Jan 1 off; May 1 off; Nov 1 off; Dec 25 off (from OpenStreetMap)
- Phone: +33 1 45 51 95 05

## 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 http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 6 | 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/museedesplansreliefs.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/museedesplansreliefs.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=museedesplansreliefs.fr&force=1