# 서울하수도과학관: Agent-Direct Score D (50.8%)

Site: https://sssmuseum.org/
Report: https://directindex.org/r/sssmuseum.org
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
서울하수도과학관 is hard for agents to use.
An AI assistant can open 서울하수도과학관'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
- Address: 자동차시장3길 64 04809 서울특별시

## Nearby, also direct
Places near 서울하수도과학관 that take a booking or an order on their own website, with no marketplace in between.
- 서울상상나라 (1.9 km): https://directindex.org/r/seoulchildrensmuseum.org

## 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
- **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

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

## 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": "서울하수도과학관",
  "url": "https://sssmuseum.org/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "자동차시장3길 64",
    "postalCode": "04809",
    "addressLocality": "서울특별시"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.557485,
    "longitude": 127.0578503
  }
}
</script>
```

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

```
# 서울하수도과학관

> museum in 자동차시장3길 64 04809 서울특별시, Seoul tours, attractions and museums.

## About

- Website: https://sssmuseum.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
52 of 303 in Seoul tours, attractions and museums. Top 17% 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% | yes |
| Structured data with address, phone and hours | 3% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: 해피쿱투어협동조합 (D, 1098 m, https://directindex.org/r/happycoopfriends.com); 세종대학교 박물관 (F, 1665 m, https://directindex.org/r/sejong.ac.kr); 서울상상나라 (C, 1892 m, https://directindex.org/r/seoulchildrensmuseum.org); Korea Tour Company (C, 2107 m, https://directindex.org/r/koreatourcompany.com); 청계천 판잣집 테마존 (F, 2557 m, https://directindex.org/r/sisul.or.kr); 헬로우뮤지움 (F, 2910 m, https://directindex.org/r/hellomuseum.com); Plus Tours Mongolia (F, 2932 m, https://directindex.org/r/tourmongol.com); 서울특별시 과학전시관 동부분관 (F, 2970 m, https://directindex.org/r/ssp.re.kr).

## 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.


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

## Businesses like 서울하수도과학관 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% | 50.8% |

The best of the businesses of the same kind in Seoul tours, attractions and museums: 노랑풍선 (B 84.6%, https://directindex.org/r/ybtour.co.kr); 투어파이브 (B 80%, https://directindex.org/r/tour5.co.kr); Tour DMZ (B 78.5%, https://directindex.org/r/tourdecoree.fr); FNSquared Guesthouse (B 73.8%, https://directindex.org/r/fnsquaretour.com); NOL (B 73.8%, https://directindex.org/r/yanolja.com).

With the three fixes above (No ticket link on the website; Structured data is incomplete; No tickets and prices found), the score would be about 95.4%, which would be first of 303 in Seoul tours, attractions and museums.

## The direct record
What agents get for 서울하수도과학관, as JSON: https://directindex.org/api/direct/sssmuseum.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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 | 8 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/sssmuseum.org
- 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: yes

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