# Las Vegas Natural History Museum: Agent-Direct Score F (27.7%)

Site: https://www.lvnhm.org
Report: https://directindex.org/r/lvnhm.org
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Las Vegas Natural History Museum is largely invisible to agents.
AI assistants can't open Las Vegas Natural History Museum's website, so they go by what other sites say about it.

## Direct links
- Phone: +1-702-384-3466
- Address: Las Vegas Boulevard North 900 89101 Las Vegas
- Hours, from OpenStreetMap · Overture Maps: Mo-Su 09:00-16:00; easter 11:00-16:00; Jan 01 12:00-16:00; Dec 24 10:00-15:00; Nov Th[4] off; Dec 25 off

## Nearby, also direct
Places near Las Vegas Natural History Museum that take a booking or an order on their own website, with no marketplace in between.
- Neon Museum (380 m): https://directindex.org/r/neonmuseum.org
- The Mob Museum (1 km): https://directindex.org/r/themobmuseum.org
- Taste Buzz Food Tours (1.4 km): https://directindex.org/r/tastebuzzvegas.com
- Sixt Rent A Car (1.5 km): https://directindex.org/r/sixt.com
- Las Vegas Walking Tours (1.5 km): https://directindex.org/r/lasvegaswalkingtours.net

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Tickets through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller 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 to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Museum",
  "name": "Las Vegas Natural History Museum",
  "url": "https://www.lvnhm.org",
  "telephone": "+1-702-384-3466",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Las Vegas Boulevard North 900",
    "postalCode": "89101",
    "addressLocality": "Las Vegas"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 36.1799391,
    "longitude": -115.1338241
  },
  "openingHours": "Mo-Su 09:00-16:00; easter 11:00-16:00; Jan 01 12:00-16:00; Dec 24 10:00-15:00; Nov Th[4] off; Dec 25 off"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (LocalBusiness).** address, phone

## Where it stands
193 of 245 in Las Vegas tours, attractions and museums. Top 79% of the sites scanned in this index.

| What the top 10% 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 | 4% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 44% | no |
| Have an llms.txt | 44% | no |

Nearest places in the index: Neon Museum (C, 383 m, https://directindex.org/r/neonmuseum.org); Zappos Tour Experience (F, 947 m, https://directindex.org/r/zappos.com); The Mob Museum (B, 1038 m, https://directindex.org/r/themobmuseum.org); Hot Shoe Hall of Fame (F, 1267 m, https://directindex.org/r/hotshoehof.com); Trikke Las Vegas (F, 1290 m, https://directindex.org/r/trikkelasvegas.com); Slotzilla Zipline (B, 1371 m, https://directindex.org/r/fremontstreetexperience.com); Taste Buzz Food Tours (B, 1441 m, https://directindex.org/r/tastebuzzvegas.com); Exotic Escapes (F, 1461 m, https://directindex.org/r/exoticescapes.my); Sixt Rent A Car (B, 1464 m, https://directindex.org/r/sixt.com); Las Vegas Walking Tours (C, 1469 m, https://directindex.org/r/lasvegaswalkingtours.net).

## 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 Las Vegas tours, attractions and museums and named 52 places. Las Vegas Natural History Museum wasn't one of them. See who was named: https://directindex.org/city/las-vegas-tours/recommended


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); This site 27.7%.

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

## Businesses like Las Vegas Natural History Museum in Las Vegas tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Las Vegas tours, attractions and museums | 245 | 44% | 17% | 27.7% |
| Sites built with Wix in Las Vegas tours, attractions and museums | 7 | 52% | 14% | 27.7% |

The best of the sites built with Wix in Las Vegas tours, attractions and museums: Supreme Club Tours (B 70.8%, https://directindex.org/r/supremeclubtours.com); My Tour Story (C 63.1%, https://directindex.org/r/mtsvegas.com); Mpq Travel & Tours Usa (C 60%, https://directindex.org/r/mpqtourism.com); Jaba Las Vegas Inc (D 53.8%, https://directindex.org/r/canytra.com); Happy Tours (D 47.7%, https://directindex.org/r/happytoursvacations.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Tickets through an unrecognised third party; No tickets and prices found), the score would be about 90.8%, which would be first of 245 in Las Vegas tours, attractions and museums.

## The direct record
What agents get for Las Vegas Natural History Museum, as JSON: https://directindex.org/api/direct/lvnhm.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Su 09:00-16:00; easter 11:00-16:00; Jan 01 12:00-16:00; Dec 24 10:00-15:00; Nov Th[4] off; Dec 25 off (from OpenStreetMap)
- Phone: +1-702-384-3466

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 12 | 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: yes

Keep watching this business (https://directindex.org/r/lvnhm.org/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/lvnhm.org/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=lvnhm.org&force=1