# 보헤미안코리아: Agent-Direct Score F (33.3%)

Site: http://www.bohemiankorea.kr/
Report: https://directindex.org/r/bohemiankorea.kr
Scanned: 2026-10-22 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.)
보헤미안코리아 is largely invisible to agents.
Some AI assistants are turned away by 보헤미안코리아's website. It can read what 보헤미안코리아 offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://www.bohemiankorea.kr/menu
- Phone: 01088851384
- Address: 역삼동 606 1층, <<not-applicable>>, Gangnam District

## Nearby, also direct
Places near 보헤미안코리아 that take a booking or an order on their own website, with no marketplace in between.
- 란수사 (720 m): https://directindex.org/r/ransushi.com

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering 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 booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (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

## 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. In Seoul, 7.5% of comparable sites declare one.

## 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": "보헤미안코리아",
  "url": "http://www.bohemiankorea.kr/",
  "telephone": "01088851384",
  "address": "역삼동 606 1층, <<not-applicable>>, Gangnam District",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.506929826329,
    "longitude": 127.03342743899
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
797 of 1506 in Seoul. Top 53% 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 | 79% | no |
| Publish the menu or price list as HTML | 70% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 66% | no |
| Structured data with address, phone and hours | 4% | no |
| Have an llms.txt | 22% | yes |

Nearest places in the index: 방일해장국 (D, 406 m, https://directindex.org/r/bangilnet.com); 뚝배기양평해장국 (D, 498 m, https://directindex.org/r/haejang.biz); Banapresso (D, 585 m, https://directindex.org/r/banapresso.com); 자르뎅페르뒤 (F, 622 m, https://directindex.org/r/jardinperdu.com); 마초쉐프 - Macho Chef (D, 626 m, https://directindex.org/r/macho-chef.com); 역삼끝집 (F, 631 m, https://directindex.org/r/woorihouse.net); 노들강 (D, 664 m, https://directindex.org/r/xn--939a45hd7c.com); Lemix & The Cook (F, 674 m, https://directindex.org/r/seogaandcook.com); 브라운돈까스 (C, 675 m, https://directindex.org/r/browntonkatsu.com); 란수사 (C, 717 m, https://directindex.org/r/ransushi.com).

## What assistants answer
Asked on 2026-10-28 with web search on. 0% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score.
| Assistant | Official website? | Where to book? | Where to order? |
|---|---|---|---|
| ChatGPT | directory: instagram | no link | other site: opengo.kr |
| Gemini | directory: Michelin Guide | directory: Michelin Guide | other site: bohemseo.com |

The assistants were asked 22 everyday questions about Seoul and named 108 places. 보헤미안코리아 wasn't one of them. See who was named: https://directindex.org/city/seoul/recommended


**What ChatGPT said, Official website? (2026-10-28):** https://www.instagram.com/bohemiancoffeeofficial/ (koreatriptips.com (https://www.koreatriptips.com/en/dining/2988541.html?utmsource=openai))

**What ChatGPT said, Where to book? (2026-10-28):** I couldn’t verify an online booking page for 보헤미안코리아. The search results didn’t identify a matching Seoul restaurant, so I can’t confidently give you a reservation link. Could you share its address or a map listing?

**What ChatGPT said, Where to order? (2026-10-28):** I couldn’t verify a direct online ordering page for 보헤미안코리아. You can check its restaurant listing here: 보헤미안코리아 (https://opengo.kr/5601fae20e887edf2ccccee2). (opengo.kr (https://opengo.kr/5601fae20e887edf2ccccee2?utmsource=openai))

**What Gemini said, Official website? (2026-10-28):** I could not find an official website for a restaurant named "보헤미안코리아" in Seoul, South Korea, based on the search results. The searches yielded results for "BOHEMSEO 보헤미안서울," which appears to be an online clothing store, and "보헤미안커피," a coffee specialist store. Major restaurant guides and listings for Seoul also did not feature a restaurant with this specific name.

**What Gemini said, Where to book? (2026-10-28):** I could not find an online booking link for a restaurant named "보헤미안코리아" in Seoul. My searches primarily yielded results for "BOHEMSEO 보헤미안서울," which appears to be an online store for clothing, not a restaurant. There were also mentions of "Bohemian" or "보헤미안" in relation to cafes or coffee shops in other South Korean cities, but none matching "보헤미안코리아" as a restaurant in Seoul. Popular Korean restaurant…

**What Gemini said, Where to order? (2026-10-28):** It appears that "보헤미안코리아" (Bohemian Korea) is primarily associated with a fashion brand called "BOHEMSEO | 보헤미안서울," which has an official online store. There is no immediate indication from the search results that "보헤미안코리아" is a restaurant offering online food delivery. However, if you are looking to order food online from restaurants in Seoul, South Korea, there are several popular food delivery apps that cater…

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

## Why the assistants send people elsewhere
Why (2026-10-28): Because the server turns AI crawlers away at the door and lacks schema.org structured data, ChatGPT and Gemini could not verify the business website and instead directed users to third-party sources like Instagram, opengo.kr, and Michelin Guide.

## Businesses like 보헤미안코리아 in Seoul

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul | 1506 | 34% | 3% | 33.3% |

The best of the businesses of the same kind in Seoul: 버거파크 (A 95.4%, https://directindex.org/r/burgerpark.co.kr); Bruxie (A 90.8%, https://directindex.org/r/bruxie.com); 아벤티움 (A 90.8%, https://directindex.org/r/aventium.co.kr); 마히나 비건 테이블 (A 90%, https://directindex.org/r/mahinavegan.com); 톡톡 (A 87.7%, https://directindex.org/r/restauranttoctoc.com).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 72.9%. That would be 29th of 1,506 in Seoul, up from 797th.

## The direct record
What agents get for 보헤미안코리아, as JSON: https://directindex.org/api/direct/bohemiankorea.kr
- Book: none on record
- Order: none on record
- Menu: https://www.bohemiankorea.kr/menu (html_page; from the scan)
- Hours: none on record
- Phone: 01088851384
- Stable links that count: https://directindex.org/go/bohemiankorea.kr/menu

## 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 | 18.3 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 20 |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/bohemiankorea.kr
- 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: yes
- 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: no

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