Truhlsen-Marmor Museum of the Eye
aao.org is largely invisible to agents.
Book directly: www.aao.org/annual-meeting/hotel-reservation on the business's own site
See what an AI agent reads on this site →
30 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: failed, an agent cannot act here. The booking or ordering page is behind a challenge or a block.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
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. How to fix it
- The server turns AI crawlers away at the door +10 points
Live fetches as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it
- 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. How to fix it
No one is listed yet to fix this in San Francisco tours, attractions and museums. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- Tickets on your own site Agents can buy tickets without a marketplace in the loop.
Builder: unknown · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
Structured data (JSON-LD)
One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Museum",
"name": "Truhlsen-Marmor Museum of the Eye",
"url": "https://www.aao.org/museum-of-the-eye",
"address": {
"@type": "PostalAddress",
"streetAddress": "Beach Street 645"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.8065952,
"longitude": -122.4202491
},
"openingHours": "We-Su 11:00-16:30",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Wednesday",
"Thursday",
"Friday",
"Saturday",
"Sunday"
],
"opens": "11:00",
"closes": "16:30"
}
],
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.aao.org/annual-meeting/hotel-reservation",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
51 of 87 in San Francisco tours, attractions and museums
Top 59% of the sites scanned in this index. Just above: Welcome Center F, Yerba Buena Center for the Arts Gallery F. Just below: California Academy of Sciences F, Internet Archive - Physical Archive F.
| 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) | 90% | no |
| Structured data with address, phone and hours | 10% | no |
| Have an llms.txt | 20% | yes |
The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Umbrella Alley | 88 m | C | no |
| San Francisco Maritime Visitor Center | 104 m | F | no |
| Cartoon Art Museum | 137 m | D | no |
| Fisherman's Wharf | 364 m | C | no |
| Ripley's Believe it or Not | 451 m | F | no |
| Musée Mécanique | 490 m | F | no |
| Pier 39 Sea Lions | 884 m | F | no |
| Cable Car Powerhouse and Barn | 1.5 km | F | no |
| Haas-Lilienthal House | 1.5 km | C | no |
| The Beat Museum | 1.6 km | D | no |
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/aao.org"><img src="https://directindex.org/badge/aao.org.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.