The Direct Index
Report · Seoul dentists, clinics and vets · scanned 2026-10-22

코웰 성형외과

cozyclinic.co.kr is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach 코웰 성형외과 directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

Hakdong-ro, 337 H타워 16F, 06060, 논현2동 · +8225426632

Nearby, also direct

Places near 코웰 성형외과 that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open 코웰 성형외과's website. What 코웰 성형외과 offers is on another site. It can't find a link to book or order online.

36.9%

24 of 65 points available

1/5

agent-readiness level, Basic Web Presence

5

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is. In Seoul, 18% of comparable sites declare one.

Every city compared →
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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.

Where it stands

How 코웰 성형외과 compares

Where it stands

598 of 1,218 in Seoul dentists, clinics and vets

Top 49% of the sites scanned in this index. Just above: 올스마일치과 F, 아름다운 피부과 성형외과 F. Just below: 큐브치과 F, AniCom 메디컬 센터 F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain85%no
Publish the menu or price list as HTML12%no
Let AI crawlers in (no block at the server or in robots.txt)87%yes
Structured data with address, phone and hours10%no
Have an llms.txt37%no

The top 10% are the 124 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
더멘토성형외과3 mFno
비타민의원72 mFno
청담연세피부과87 mFno
뉴욕브레이스치과의원103 mCyes
연세닥터연치과104 mFno
네온정형외과의원109 mFno
강남연세이비인후과114 mFno
청담미인만들기114 mFno
청담마디신경외과131 mFno
โรงพยาบาลศัลยกรรมเดอะเซลอย The Seroi Plastic Surgery157 mCyes
Businesses like yours

Businesses like 코웰 성형외과 in Seoul dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Seoul dentists, clinics and vets1,21838%4%36.9%

The best of the businesses of the same kind in Seoul dentists, clinics and vets

The Line Plastic Surgery Clinic B 84.6% · โรงพยาบาลศัลยกรรมอะวัง AVANT Plastic Surgery Hospital B 84.6% · 압구정디오성형외과 B 84.6% · 플래닛성형외과의원 B 84.6% · 마음샘정신과의원 B 81.5%

After the top fixes

With the three fixes above (No structured data for the business; No online booking link on the website; List of services and prices is on another site), the score would be about 90.8%, which would be first of 1,218 in Seoul dentists, clinics and vets.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy 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. How to fix it

  2. No online booking 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 an online appointment page on your own domain. How to fix it

  3. List of services and prices is on another site +5 points

    The link goes to naver.com, so that site gets the credit and the visits. How to fix it

  4. No working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse it.

  5. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Seoul dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.

Builder: unknown

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "코웰 성형외과",
  "url": "http://cozyclinic.co.kr/",
  "telephone": "+8225426632",
  "address": "Hakdong-ro, 337 H타워 16F, 06060, 논현2동",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.51701384,
    "longitude": 127.03992096
  }
}
</script>

llms.txt

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

# 코웰 성형외과

> local business in Hakdong-ro, 337 H타워 16F, 06060, 논현2동, Seoul dentists, clinics and vets. Phone +8225426632.

## Book or order directly

- Menu: https://m.cafe.naver.com/ca-fe/web/cafes/30219570/menus/5

## About

- Website: http://cozyclinic.co.kr/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/cozyclinic.co.kr"><img src="https://directindex.org/badge/cozyclinic.co.kr.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for 코웰 성형외과

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/cozyclinic.co.kr, through the MCP tool direct_record and in the city feed /city/seoul-clinics/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menum.cafe.naver.com/ca-fe/web/cafes/30219570/menus/5 externalfrom the scan
Hoursnone on record
Phone+8225426632

Stable links that count: /go/cozyclinic.co.kr/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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
Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno