# MACS Oral and Maxillofacial Surgery Clinic: Agent-Direct Score D (49.2%) Site: http://www.macs.co.kr/eng Report: https://directindex.org/r/macs.co.kr 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.) MACS Oral and Maxillofacial Surgery Clinic is hard for agents to use. An AI assistant can open MACS Oral and Maxillofacial Surgery Clinic'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: +82262432880 - Address: 5F, OPUS407 building, Gangnamdaero 407, Seocho-gu, Seoul, Korea, 06615 - Languages: Korean, English ## What to fix first - **No structured data for the business.** (+14 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. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **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 ## 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. ``` # MACS Oral and Maxillofacial Surgery Clinic > local business in 5F, OPUS407 building, Gangnamdaero 407, Seocho-gu, Seoul, Korea, 06615, Seoul dentists, clinics and vets. Phone +82262432880. ## About - Website: http://www.macs.co.kr/eng - 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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 276 of 1225 in Seoul dentists, clinics and vets. Top 23% 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) | 86% | yes | | Structured data with address, phone and hours | 11% | no | | Have an llms.txt | 38% | no | Nearest places in the index: 키다리성형외과 (F, 17 m, https://directindex.org/r/beanpoleps.com); ลีเอนจางคังนัม-LienjangGangnam (F, 51 m, https://directindex.org/r/lienjang.com); คลินิกศัลยกรรมตกแต่งดร.จิน Jin Plastic Surgery (F, 60 m, https://directindex.org/r/anywiz.co.kr); 강남성모안과 (F, 65 m, https://directindex.org/r/4vision.co.kr); 제로원성형외과 (F, 66 m, https://directindex.org/r/zero1ps.com); 강남레옹치과의원 | Gangnam Leon Dental Clinic | 江南レオン歯科 (F, 67 m, https://directindex.org/r/gangnamdental.co.kr); 리버스클리닉 강남점/Reverse Clinic Gangnam/リバースクリニック 江南 (F, 71 m, https://directindex.org/r/mss1.net); 강남클리어치과 (F, 75 m, https://directindex.org/r/cleardc.co.kr); 그랜드성형외과 피부과 (F, 77 m, https://directindex.org/r/ucanb.co.kr); 무이성형외과 Mooi Plastic Surgery Seoul 整形外科 美容整形 Bệnh viện thẩm mỹ (F, 78 m, https://directindex.org/r/vgprs.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. The assistants were asked 12 everyday questions about Seoul dentists, clinics and vets and named 39 places. MACS Oral and Maxillofacial Surgery Clinic wasn't one of them. See who was named: https://directindex.org/city/seoul-clinics/recommended See what an AI agent reads on this site: https://directindex.org/r/macs.co.kr/agent-view ## Businesses like MACS Oral and Maxillofacial Surgery Clinic 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 | 1225 | 38% | 4% | 49.2% | 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 (No structured data for the business; Appointments through an unrecognised third party; No list of services and prices found), the score would be about 95.4%, which would be first of 1,225 in Seoul dentists, clinics and vets. ## The direct record What agents get for MACS Oral and Maxillofacial Surgery Clinic, as JSON: https://directindex.org/api/direct/macs.co.kr - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +82262432880 ## 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 | 25 | 25 | | Readable | 1 | 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/macs.co.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: 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: no Keep watching this business (https://directindex.org/r/macs.co.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/macs.co.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=macs.co.kr&force=1