# BMW Museum: Agent-Direct Score D (50%)

Site: https://www.bmw-welt.com/en/ausstellungen/ausstellungen-im-bmw-museum/uebersicht.html
Report: https://directindex.org/r/bmw-welt.com
Scanned: 2026-10-14 (provisional: the assistant citation check pending)
BMW Museum is hard for agents to use.

## Direct links
- Book: https://tkts.bmw-welt.com/en (on the business's own site)
- Phone: +49 89 125 01 60-01

## 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 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": "BMW Museum",
  "url": "https://www.bmw-welt.com/en/ausstellungen/ausstellungen-im-bmw-museum/uebersicht.html",
  "telephone": "+49 89 125 01 60-01",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Am Olympiapark 2",
    "postalCode": "80809",
    "addressLocality": "München",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1767463,
    "longitude": 11.5590792
  },
  "openingHours": "Tu-Su 10:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "18:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tkts.bmw-welt.com/en",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# BMW Museum

> museum in Am Olympiapark 2 80809 München, Munich tours, attractions and museums. Phone +49 89 125 01 60-01.

## Book or order directly

- Book: https://tkts.bmw-welt.com/en (on the business's own site)

## Opening hours

Tu-Su 10:00-18:00

## About

- Website: https://www.bmw-welt.com/en/ausstellungen/ausstellungen-im-bmw-museum/uebersicht.html
- 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.
- **Tickets on your own site.** Agents can buy tickets without a marketplace in the loop.

## Where it stands
Rank 33 of 137 in Munich tours, attractions and museums (top 24%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 64% | yes |
| Publish the menu or price list as HTML | 14% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 0% | no |
| Have an llms.txt | 14% | no |

Nearest places in the index: Skylift (F, 301 m, https://directindex.org/r/skylifttower.de); Olympiaturm (D, 474 m, https://directindex.org/r/olympiapark.de); M45 (C, 1196 m, https://directindex.org/r/m45.de); Asean Special Tours (D, 1488 m, https://directindex.org/r/china-reisen.de); Borstei-Museum (F, 1716 m, https://directindex.org/r/borsteimuseum-muenchen.de); Schwabinger Reiseboutique (D, 1778 m, https://directindex.org/r/schwabinger-reiseboutique.de); Haus der Reise (D, 2163 m, https://directindex.org/r/tbs-genussreisen.de); Erlebnismuseum Magic Bavaria (D, 2184 m, https://directindex.org/r/magicbavaria.com); Fincas & Villen (C, 2295 m, https://directindex.org/r/fincaurlaub.de); Fairweg (C, 2803 m, https://directindex.org/r/fairweg.de).

## 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 Webflow average 57% (25% A or B, 1854 sites); this site 50%.

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

Read by AI agents 2 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 0 | 25 |
| actionable | 15 | 30 |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 0 of 5: Not Ready. Cloudflare's report: https://isitagentready.com/bmw-welt.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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

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