# Museo Nazionale Scienza e Tecnologia Leonardo da Vinci: Agent-Direct Score F (35.4%)

Site: https://www.museoscienza.org/it
Report: https://directindex.org/r/museoscienza.org
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.)
Museo Nazionale Scienza e Tecnologia Leonardo da Vinci is largely invisible to agents.

## Direct links
- Phone: +39 02 485551

## What to fix first
- **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
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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 (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": "Museo Nazionale Scienza e Tecnologia Leonardo da Vinci",
  "url": "https://www.museoscienza.org/it",
  "telephone": "+39 02 485551",
  "email": "info@museoscienza.it",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Via San Vittore 21",
    "postalCode": "20123",
    "addressLocality": "Milano"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.4617883,
    "longitude": 9.1709723
  },
  "openingHours": "Tu-Fr 09:30-17:30; Sa,Su,PH 09:30-18:30; Mo off; Jan 01 off; Dec 24 off; Dec 25 off"
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Museo Nazionale Scienza e Tecnologia Leonardo da Vinci

> museum in Via San Vittore 21 20123 Milano, Milan tours, attractions and museums. Phone +39 02 485551.

## Opening hours

Tu-Fr 09:30-17:30; Sa,Su,PH 09:30-18:30; Mo off; Jan 01 off; Dec 24 off; Dec 25 off

## About

- Website: https://www.museoscienza.org/it
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.

## Since the scan of 2026-10-14 (F then)
- Fixed: nothing
- New: nothing

## Where it stands
91 of 111 in Milan tours, attractions and museums. Top 82% 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 | 92% | no |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 8% | no |
| Have an llms.txt | 8% | no |

Nearest places in the index: Euroeduca Vacanze Studio (C, 340 m, https://directindex.org/r/nsai.eu); Water Tribe (B, 366 m, https://directindex.org/r/watertribe.it); Museo della Basilica di Sant'Ambrogio (F, 425 m, https://directindex.org/r/basilicasantambrogio.it); Duomo viaggi e turismo (C, 428 m, https://directindex.org/r/duomoviaggi.it); Aria di Viaggi (D, 460 m, https://directindex.org/r/atlanteviaggi.com); Chiesa di Santa Maria delle Grazie (F, 466 m, https://directindex.org/r/legraziemilano.it); Museo del Cenacolo Vinciano (C, 492 m, https://directindex.org/r/cenacolovinciano.org); Nessie Viaggi (B, 542 m, https://directindex.org/r/nessieviaggi.com); Superviaggi (C, 648 m, https://directindex.org/r/superviaggi.com); Civico museo archeologico di Milano (C, 739 m, https://directindex.org/r/museoarcheologicomilano.it).

## 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 35%, 2026-10-15 35%.

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

## Businesses like Museo Nazionale Scienza e Tecnologia Leonardo da Vinci in Milan tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Milan tours, attractions and museums | 111 | 47% | 9% | 35.4% |

The best of Same kind in Milan tours, attractions and museums: Museum Of The Senses (B 84.6%, https://directindex.org/r/museumofsenses.it); Maison du Voyage (B 77.5%, https://directindex.org/r/maisonduvoyage.it); Museo Interattivo del Cinema (B 77.5%, https://directindex.org/r/cinetecamilano.it); Chiesa di Santa Maria del Carmine (B 75.4%, https://directindex.org/r/chiesadelcarmine.net); Nessie Viaggi (B 75.4%, https://directindex.org/r/nessieviaggi.com).

With the three fixes above (No structured data for the business; No way to buy tickets online; No tickets and prices found) the score would be about 92.3%: first of 111 in Milan tours, attractions and museums.

## The direct record
What agents get for Museo Nazionale Scienza e Tecnologia Leonardo da Vinci, as JSON: https://directindex.org/api/direct/museoscienza.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Tu-Fr 09:30-17:30; Sa,Su,PH 09:30-18:30; Mo off; Jan 01 off; Dec 24 off; Dec 25 off (from OpenStreetMap)
- Phone: +39 02 485551

## 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 | 23 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/museoscienza.org
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Deep report: https://directindex.org/r/museoscienza.org/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=museoscienza.org&force=1