# The Rosenbach Museum & Library: Agent-Direct Score B (75.4%)

Site: https://rosenbach.org/
Report: https://directindex.org/r/rosenbach.org
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
The Rosenbach Museum & Library is mostly ready for agents.
An AI assistant can open the website of The Rosenbach Museum & Library. It finds no 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.rosenbach.org/make-research-appointment (on the business's own site)
- Phone: +1-215-732-1600

## What to fix first
- **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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "The Rosenbach Museum & Library",
  "url": "https://rosenbach.org/",
  "telephone": "+1-215-732-1600",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Delancey Place 2008",
    "addressLocality": "Philadelphia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.9473534,
    "longitude": -75.1750226
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.rosenbach.org/make-research-appointment",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# The Rosenbach Museum & Library

> museum in Delancey Place 2008 Philadelphia, Philadelphia tours, attractions and museums. Phone +1-215-732-1600.

## Book or order directly

- Book: https://www.rosenbach.org/make-research-appointment (on the business's own site)

## About

- Website: https://rosenbach.org/
- 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.
- **Structured data present (LocalBusiness).** but without address, phone or hours
- **Tickets on your own site.** Agents can buy tickets without a marketplace in the loop.

## Where it stands
8 of 63 in Philadelphia tours, attractions and museums. Top 13% 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 | 90% | yes |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: National Marian Anderson Museum (C, 553 m, https://directindex.org/r/weebly.com); Romanian Folk Art Museum (C, 571 m, https://directindex.org/r/romanianculture.us); Mütter Museum (D, 671 m, https://directindex.org/r/muttermuseum.org); The Universal Sphere (F, 948 m, https://directindex.org/r/comcastcentercampus.com); The Library Company (C, 1012 m, https://directindex.org/r/librarycompany.org); Academy of Natural Sciences of Drexel University (C, 1100 m, https://directindex.org/r/ansp.org); The Philadelphia Masonic Temple, Library and Museum (B, 1287 m, https://directindex.org/r/pamasonictemple.org); Pennsylvania Academy of the Fine Arts (C, 1306 m, https://directindex.org/r/pafa.org); Penn Museum (C, 1403 m, https://directindex.org/r/penn.museum); Philadelphia's Magic Gardens (F, 1427 m, https://directindex.org/r/phillymagicgardens.org).

## 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.

Against its peers: Sites built with Squarespace 66% (50% A or B, 7341 sites); This site 75.4%.

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

## Businesses like The Rosenbach Museum & Library in Philadelphia tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia tours, attractions and museums | 63 | 50% | 14% | 75.4% |
| Sites built with Squarespace in Philadelphia tours, attractions and museums | 8 | 58% | 13% | 75.4% |

The best of the sites built with Squarespace in Philadelphia tours, attractions and museums: Ormiston Mansion (C 69.2%, https://directindex.org/r/ormistonmansion.org); The Colored Girls Museum (C 63.1%, https://directindex.org/r/thecoloredgirlsmuseum.com); Discovery Center at East Park Reservoir (C 61.5%, https://directindex.org/r/discoveryphila.org); Hamilton Mansion (D 53.8%, https://directindex.org/r/woodlandsphila.org); Elfreth's Alley Museum (D 47.7%, https://directindex.org/r/elfrethsalley.org).

With the two fixes above (No tickets and prices found; Structured data is incomplete) the score would be about 95.4%: first of 63 in Philadelphia tours, attractions and museums.

## The direct record
What agents get for The Rosenbach Museum & Library, as JSON: https://directindex.org/api/direct/rosenbach.org
- Book: https://www.rosenbach.org/make-research-appointment (own site; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +1-215-732-1600
- Stable links that count: https://directindex.org/go/rosenbach.org/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

Found one hop past the home page: booking page /make-research-appointment: booking link (other).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

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

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