# 센트럴서울안과: Agent-Direct Score B (70.3%) Site: http://cseye.net Report: https://directindex.org/r/cseye.net 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.) 센트럴서울안과 is mostly ready for agents. Some AI assistants are turned away by 센트럴서울안과'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 on the site. ## Direct links - Book directly: https://cseye.net/first-fast-reservation/?phone_number=010-0000-0000 (on the business's own site) - Phone: 02-792-2226 - Address: 용산구 이촌로 224, 04427, 서울특별시 ## Nearby, also direct Places near 센트럴서울안과 that take a booking or an order on their own website, with no marketplace in between. - Vans clinic Yongsan (1.2 km): https://directindex.org/r/vandsclinics.com - W Style Dental Clinic (2 km): https://directindex.org/r/wstyle.kr ## What to fix first - **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.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as 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 - **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) - **The footer says © 2015.** Visitors and assistants may read that year as the last time anyone looked after the site. In Seoul, 38% of comparable sites that show a year say 2025 or later. - **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 ``` llms.txt. Save as /llms.txt at the root of the site. ``` # 센트럴서울안과 > organization in 용산구 이촌로 224, 04427, 서울특별시, Seoul dentists, clinics and vets. Phone 02-792-2226. ## Book or order directly - Book: https://cseye.net/first-fast-reservation/?phone_number=010-0000-0000 (on the business's own site) ## About - Website: http://cseye.net - 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).** no address, phone or hours in it - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 48 of 1218 in Seoul dentists, clinics and vets. Top 4% 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% | yes | | 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: 성대혁치과의원 (F, 95 m, https://directindex.org/r/dentals.co.kr); 서울삼성내과 (D, 207 m, https://directindex.org/r/goodsmc.com); 연세중앙내과의원 (D, 1021 m, https://directindex.org/r/chodoctor.com); 경희류한의원 (F, 1046 m, https://directindex.org/r/hoechundang.com); 우리모두들치과 (F, 1072 m, https://directindex.org/r/wmdhkorea.com); InterSEOUL Dentistry (F, 1105 m, https://directindex.org/r/interseoul.com); Vans clinic Yongsan (B, 1175 m, https://directindex.org/r/vandsclinics.com); 연치과의원 (C, 1982 m, https://directindex.org/r/yd4u.co.kr); W Style Dental Clinic (D, 2007 m, https://directindex.org/r/wstyle.kr); 마마스 조산원 (F, 2037 m, https://directindex.org/r/team-mamas.com). ## 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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 70.3%. See what an AI agent reads on this site: https://directindex.org/r/cseye.net/agent-view ## Businesses like 센트럴서울안과 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% | 70.3% | | Sites built with WordPress in Seoul dentists, clinics and vets | 92 | 53% | 17% | 70.3% | The best of the sites built with WordPress in Seoul dentists, clinics and vets: 플래닛성형외과의원 (B 84.6%, https://directindex.org/r/planetps.co.kr); 민트병원 (B 81.5%, https://directindex.org/r/mintir.com); 맥스웰피부과 (B 80%, https://directindex.org/r/maxwellhair.com); 올클리닉 Myeongdong All Clinic | Ultherapy & Anti-Aging Clinic | English-Speaking Doctors (B 80%, https://directindex.org/r/allclinic.co.kr); 성모치과의원 (B 77.5%, https://directindex.org/r/seongmodental.com). With the three fixes above (No list of services and prices found; Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 1,218 in Seoul dentists, clinics and vets. ## The direct record What agents get for 센트럴서울안과, as JSON: https://directindex.org/api/direct/cseye.net - Book: https://cseye.net/first-fast-reservation/?phone_number=010-0000-0000 (own site; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 02-792-2226 - Stable links that count: https://directindex.org/go/cseye.net/book ## 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 | 21.7 | 25 | | Readable | 9 | 25 | | Actionable | 15 | 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/cseye.net - 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: yes - 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/cseye.net/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/cseye.net/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=cseye.net&force=1