# 라임프로치과의원: Agent-Direct Score D (44.6%)

Site: http://www.laimpro.com/
Report: https://directindex.org/r/laimpro.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
라임프로치과의원 is hard for agents to use.
Some AI assistants are turned away by 라임프로치과의원's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through booking.naver.com.

## Direct links
- Phone: +8215889396
- Address: 3-4 Seocho-daero, 06677, 방배본동

## Nearby, also direct
Places near 라임프로치과의원 that take a booking or an order on their own website, with no marketplace in between.
- 연세탑뷰티 의원 (100 m): https://directindex.org/r/sbclinic.kr
- 하트웰의원 (340 m): https://directindex.org/r/heartwell.co.kr
- 황혜경보청기 청각언어 서초방배센터 (950 m): https://directindex.org/r/goodhear.co.kr

## What to fix first
- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_429) 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
- **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **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. In Seoul, 18% 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": "Organization",
  "name": "라임프로치과의원",
  "url": "http://www.laimpro.com/",
  "telephone": "+8215889396",
  "address": "3-4 Seocho-daero, 06677, 방배본동",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.48615476,
    "longitude": 126.98317266
  }
}
</script>
```

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

```
# 라임프로치과의원

> organization in 3-4 Seocho-daero, 06677, 방배본동, Seoul dentists, clinics and vets. Phone +8215889396.

## About

- Website: http://www.laimpro.com/
- 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).** address

## Where it stands
334 of 1218 in Seoul dentists, clinics and vets. Top 27% 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 | 85% | no |
| Publish the menu or price list as HTML | 12% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 87% | no |
| Structured data with address, phone and hours | 10% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Gf 소아청소년과의원 (F, 98 m, https://directindex.org/r/gfclinic.co.kr); 연세탑뷰티 의원 (C, 101 m, https://directindex.org/r/sbclinic.kr); 메가비뇨의학과의원 (F, 138 m, https://directindex.org/r/gabia.io); 고운미피부클리닉 (D, 183 m, https://directindex.org/r/gounmiclinic.co.kr); 연세엘라인치과 (F, 277 m, https://directindex.org/r/aligndental.co.kr); 오아로피부과 이수점 (F, 283 m, https://directindex.org/r/oaro.co.kr); 더니버스 성형외과 (F, 324 m, https://directindex.org/r/nevus.co.kr); 하트웰의원 (C, 340 m, https://directindex.org/r/heartwell.co.kr); 신상완치과의원 (F, 408 m, https://directindex.org/r/sswdent.com); 황혜경보청기 청각언어 서초방배센터 (D, 945 m, https://directindex.org/r/goodhear.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/laimpro.com/agent-view

## Businesses like 라임프로치과의원 in Seoul dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul dentists, clinics and vets | 1218 | 38% | 4% | 44.6% |

The best of the businesses of the same kind in Seoul dentists, clinics and vets: The Line Plastic Surgery Clinic (B 84.6%, https://directindex.org/r/thelineclinic.com); โรงพยาบาลศัลยกรรมอะวัง AVANT Plastic Surgery Hospital (B 84.6%, https://directindex.org/r/avantprs.com); 압구정디오성형외과 (B 84.6%, https://directindex.org/r/dio-ps.com); 플래닛성형외과의원 (B 84.6%, https://directindex.org/r/planetps.co.kr); 마음샘정신과의원 (B 81.5%, https://directindex.org/r/mindflowpsychservices.com).

With the three fixes above (The server turns AI crawlers away at the door; Appointments through an unrecognised third party; No list of services and prices found), the score would be about 84.6%, which would be first of 1,218 in Seoul dentists, clinics and vets.

## The direct record
What agents get for 라임프로치과의원, as JSON: https://directindex.org/api/direct/laimpro.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +8215889396

## 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 | 12 | 25 |
| Readable | 11 | 25 |
| Actionable | 6 | 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/laimpro.com
- 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: 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/laimpro.com/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/laimpro.com/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=laimpro.com&force=1