# 세종대학교 박물관: Agent-Direct Score F (4.6%)

Site: http://museum.sejong.ac.kr
Report: https://directindex.org/r/sejong.ac.kr
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.)
세종대학교 박물관 is largely invisible to agents.
AI assistants can't open 세종대학교 박물관's website, so they go by what other sites say about it.

## Direct links
- Phone: 02-3408-3077
- Address: 광진구 군자로 114, Seoul

## Nearby, also direct
Places near 세종대학교 박물관 that take a booking or an order on their own website, with no marketplace in between.
- 서울상상나라 (230 m): https://directindex.org/r/seoulchildrensmuseum.org

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+22.5 points) A plain fetch was refused (http_503). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No ticket link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **robots.txt blocks GPTBot, ClaudeBot.** (no points, but worth doing) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **The phone number on the site doesn't match the open map data.** The site shows +82-2-3408-3876, but OpenStreetMap or Overture Maps lists 02-3408-3077. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "세종대학교 박물관",
  "url": "http://museum.sejong.ac.kr",
  "telephone": "02-3408-3077",
  "address": "광진구 군자로 114, Seoul",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.55148234617889,
    "longitude": 127.07515418420142
  }
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

## Already right
- Nothing.

## Where it stands
266 of 303 in Seoul tours, attractions and museums. Top 88% 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: 서울상상나라 (C, 227 m, https://directindex.org/r/seoulchildrensmuseum.org); 해피쿱투어협동조합 (D, 1642 m, https://directindex.org/r/happycoopfriends.com); 서울하수도과학관 (D, 1665 m, https://directindex.org/r/sssmuseum.org); 아차산 고구려역사문화 홍보관 (D, 2294 m, https://directindex.org/r/gwangjin.go.kr); 서울특별시 과학전시관 동부분관 (F, 2700 m, https://directindex.org/r/ssp.re.kr); Lunaru Korea AdVanture Trip (F, 2737 m, https://directindex.org/r/modoo.at); 서울, 빛의 시어터 (D, 3188 m, https://directindex.org/r/deslumieres.co.kr); Around US ENTERTAINMENT (F, 3624 m, https://directindex.org/r/aroundusent.com); Tang Contemporary Art Seoul (D, 3735 m, https://directindex.org/r/tangcontemporary.com); 허니문리조트 (F, 3874 m, https://directindex.org/r/honeymoonresort.co.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/sejong.ac.kr/agent-view

## Businesses like 세종대학교 박물관 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% | 4.6% |

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 (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No ticket link on the website), the score would be about 80.8%. That would be 2nd of 303 in Seoul tours, attractions and museums, up from 266th.

## The direct record
What agents get for 세종대학교 박물관, as JSON: https://directindex.org/api/direct/sejong.ac.kr
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 02-3408-3077

## 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

Only a real browser got this page (a plain fetch got http_503); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 1 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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