# Ilmin Museum of Art: Agent-Direct Score F (35.4%)

Site: http://www.ilmin.org/
Report: https://directindex.org/r/ilmin.org
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Ilmin Museum of Art is largely invisible to agents.
Some AI assistants are turned away by Ilmin Museum of Art's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: +82220202050
- Address: 152 Sejong-daero, 03187, 종로1·2·3·4가동
- Languages: Korean, English

## Nearby, also direct
Places near Ilmin Museum of Art that take a booking or an order on their own website, with no marketplace in between.
- Lotte Tour Development (150 m): https://directindex.org/r/lottetour.com

## What to fix first
- **No ticket link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Organization",
  "name": "Ilmin Museum of Art",
  "url": "http://www.ilmin.org/",
  "telephone": "+82220202050",
  "address": "152 Sejong-daero, 03187, 종로1·2·3·4가동",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.56983212,
    "longitude": 126.97764966
  }
}
</script>
```

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

```
# Ilmin Museum of Art

> organization in 152 Sejong-daero, 03187, 종로1·2·3·4가동, Seoul tours, attractions and museums. Phone +82220202050.

## About

- Website: http://www.ilmin.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 main AI user agents.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
120 of 303 in Seoul tours, attractions and museums. Top 40% 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 | 81% | no |
| Publish the menu or price list as HTML | 32% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 3% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: 신문박물관 PRESSEUM (F, 7 m, https://directindex.org/r/presseum.or.kr); Panmunjom (DMZ) Travel Center (F, 113 m, https://directindex.org/r/panmunjomtour.com); 와인열차 (D, 118 m, https://directindex.org/r/happytrain.co.kr); 카페뮤제오::CaffeMuseo (C, 118 m, https://directindex.org/r/caffemuseo.co.kr); 서울지하철 시대관 (F, 121 m, https://directindex.org/r/seoulmetro.co.kr); Lotte Tour Development (C, 152 m, https://directindex.org/r/lottetour.com); 한국금융사박물관 (D, 199 m, https://directindex.org/r/shinhanmuseum.co.kr); 글로벌여행사 Global Travel Co. Ltd (C, 218 m, https://directindex.org/r/globalseoul.co.kr); Art Center Nabi (F, 232 m, https://directindex.org/r/nabi.or.kr); 모두투어 종로구청점 (F, 282 m, https://directindex.org/r/modetour.com).

## 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.


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 35.4%.

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

## Businesses like Ilmin Museum of Art in Seoul tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul tours, attractions and museums | 303 | 34% | 3% | 35.4% |
| Sites built with WordPress in Seoul tours, attractions and museums | 21 | 46% | 14% | 35.4% |

The best of the sites built with WordPress in Seoul tours, attractions and museums: Tour DMZ (B 78.5%, https://directindex.org/r/tourdecoree.fr); FNSquared Guesthouse (B 73.8%, https://directindex.org/r/fnsquaretour.com); 상원미술관 (B 73.8%, https://directindex.org/r/imageroot.co.kr); Seoul Tram (C 56.9%, https://directindex.org/r/weridekorea.com); Korea Tour Company (C 55.4%, https://directindex.org/r/koreatourcompany.com).

With the three fixes above (No ticket link on the website; The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 84.6%, which would be first of 303 in Seoul tours, attractions and museums.

## The direct record
What agents get for Ilmin Museum of Art, as JSON: https://directindex.org/api/direct/ilmin.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +82220202050

## 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 | 15 | 25 |
| Readable | 8 | 25 |
| Actionable | 0 | 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/ilmin.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: yes
- 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/ilmin.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/ilmin.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=ilmin.org&force=1