# Negro Leagues Baseball Museum: Agent-Direct Score C (68.8%)

Site: https://www.nlbm.com/
Report: https://directindex.org/r/nlbm.com
Scanned: 2026-11-13 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Negro Leagues Baseball Museum is partly visible to agents.
An AI assistant can open Negro Leagues Baseball Museum'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://www.nlbm.com/visit/purchase-tickets/ (on the business's own site)
- Phone: +18162211920
- Address: 1616 East 18th Street, 64108

## Nearby, also direct
Places near Negro Leagues Baseball Museum that take a booking or an order on their own website, with no marketplace in between.
- Car, SVU & VAN Rental Kansas City (830 m): https://directindex.org/r/carngo.com
- Taste of Kansas City Food Tours (1.7 km): https://directindex.org/r/tasteofkansascityfoodtours.com
- Hallmark Visitors Center (1.9 km): https://directindex.org/r/hallmark.com
- Kaleidoscope (1.9 km): https://directindex.org/r/hallmarkkaleidoscope.com
- Media Tech Museum (2 km): https://directindex.org/r/themediatechmuseum.com

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "Negro Leagues Baseball Museum",
  "url": "https://www.nlbm.com/",
  "telephone": "+18162211920",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "1616 East 18th Street",
    "postalCode": "64108"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.0914359,
    "longitude": -94.5625125
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.nlbm.com/visit/purchase-tickets/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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.
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.

## Where it stands
18 of 92 in Kansas City tours, attractions and museums. Top 20% 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 | 70% | yes |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 60% | no |
| Have an llms.txt | 40% | yes |

Nearest places in the index: American Jazz Walk of Fame (D, 47 m, https://directindex.org/r/americanjazzwalkoffame.org); Black Archives Of Mid-America (B, 140 m, https://directindex.org/r/blackarchives.org); Car, SVU & VAN Rental Kansas City (D, 825 m, https://directindex.org/r/carngo.com); Women Travel Abroad (D, 1241 m, https://directindex.org/r/womentravelabroad.com); Brandonjacobs gallery (F, 1636 m, https://directindex.org/r/brandonjacobsgallery.com); Taste of Kansas City Food Tours (C, 1658 m, https://directindex.org/r/tasteofkansascityfoodtours.com); Hallmark Visitors Center (D, 1891 m, https://directindex.org/r/hallmark.com); Kaleidoscope (D, 1930 m, https://directindex.org/r/hallmarkkaleidoscope.com); Media Tech Museum (B, 1967 m, https://directindex.org/r/themediatechmuseum.com); Exhibits USA Tours (D, 1977 m, https://directindex.org/r/eusa.org).

## 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.

Recommended when people ask: "It's raining. Something fun to book indoors for this afternoon." (Gemini)


Compared with its peers: Sites built with WordPress 55% (24% A or B, 259325 sites); This site 68.8%.

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

## Named by Gemini for "It's raining. Something fun to book indoors for this afternoon" in Kansas City tours, attractions and museums, November 2026
- "It's raining. Something fun to book indoors for this afternoon." (2026-11-13): Gemini with a link to this site. https://directindex.org/city/kansas-city-tours/recommended/rainy-day
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/nlbm.com.svg

## Businesses like Negro Leagues Baseball Museum in Kansas City tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kansas City tours, attractions and museums | 92 | 51% | 16% | 68.8% |
| Sites built with WordPress in Kansas City tours, attractions and museums | 40 | 56% | 23% | 68.8% |

The best of the sites built with WordPress in Kansas City tours, attractions and museums: The National Museum of Toys and Miniatures (A 87.5%, https://directindex.org/r/toyandminiaturemuseum.org); Science City (A 86.3%, https://directindex.org/r/unionstation.org); Kansas City Convention & Visitors Bureau (A 86.2%, https://directindex.org/r/visitkc.com); Segway Bike & Stroll / Kansas City Segway Tours (B 77.5%, https://directindex.org/r/kansascitysegwaytours.com); Museum of Illusions (B 76.3%, https://directindex.org/r/moikansascity.com).

With the two fixes above (No structured data for the business; No tickets and prices found), the score would be about 96.3%, which would be first of 92 in Kansas City tours, attractions and museums.

## The direct record
What agents get for Negro Leagues Baseball Museum, as JSON: https://directindex.org/api/direct/nlbm.com
- Book: https://www.nlbm.com/visit/purchase-tickets/ (own site; verified direct, 2026-11-13)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +18162211920
- Stable links that count: https://directindex.org/go/nlbm.com/book

## 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 | 0 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/nlbm.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: yes
- 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

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