# Lumiere# 홍대점: Agent-Direct Score F (38.5%) Site: http://www.lumiere1.kr/main Report: https://directindex.org/r/lumiere1.kr Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Lumiere# 홍대점 is largely invisible to agents. An AI assistant can open Lumiere# 홍대점's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +821088960014 - Address: 마포구 홍익로 10, 101동 1층 124호, 04055, Seoul ## Nearby, also direct Places near Lumiere# 홍대점 that take a booking or an order on their own website, with no marketplace in between. - 아르케스파 (0 m): https://directindex.org/r/areukespa.co.kr - Hongdae Toxnfill (40 m): https://directindex.org/r/toxnfill50.com - 참닥터의원 (410 m): https://directindex.org/r/chamdoctor.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon 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 - **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. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and 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 ## 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, 11% 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. ``` # Lumiere# 홍대점 > local business in 마포구 홍익로 10, 101동 1층 124호, 04055, Seoul, Seoul hairdressers and beauty salons. Phone +821088960014. ## About - Website: http://www.lumiere1.kr/main - 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 160 of 396 in Seoul hairdressers and beauty salons. Top 40% 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 | 75% | no | | Publish the menu or price list as HTML | 12% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 76% | yes | | Structured data with address, phone and hours | 4% | no | | Have an llms.txt | 33% | no | Nearest places in the index: 투엠뷰티 (F, 0 m, https://directindex.org/r/twombeauty.com); 리즈온 클리닉 홍대 (F, 0 m, https://directindex.org/r/lizonclinics.co.kr); 815clinic (D, 0 m, https://directindex.org/r/815clinic.co.kr); 아르케스파 (D, 0 m, https://directindex.org/r/areukespa.co.kr); Hongdae Toxnfill (C, 42 m, https://directindex.org/r/toxnfill50.com); Bệnh viện thẩm mỹ VandS - VN (F, 308 m, https://directindex.org/r/vandsclinics.com); Bailor Clinic | 베일러의원 (C, 316 m, https://directindex.org/r/bailorclinic.com); 참닥터의원 (C, 410 m, https://directindex.org/r/chamdoctor.com); โรงพยาบาลดูดไขมัน-เติมไขมันเฉพาะทาง - I'm Clinic Plastic Surgery (D, 433 m, https://directindex.org/r/im-clinic.co.kr); 모아만의원 (F, 467 m, https://directindex.org/r/moaman.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/lumiere1.kr/agent-view ## Businesses like Lumiere# 홍대점 in Seoul hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Seoul hairdressers and beauty salons | 396 | 37% | 2% | 38.5% | The best of the businesses of the same kind in Seoul hairdressers and beauty salons: 2TTI (B 80%, https://directindex.org/r/2tti.co.kr); Ecojardin.jamsil (B 80%, https://directindex.org/r/ecojardin-jamsil.com); Forena Clinic Hongdae Branch (B 80%, https://directindex.org/r/forenaclinic.com); Cellinclinic hongdae (B 75.4%, https://directindex.org/r/cellinclinic.com); Leemoonwon clinic (B 75.4%, https://directindex.org/r/leemoonwon.com). With the three fixes above (No structured data for the business; No online booking link on the website; No price list of services found), the score would be about 95.4%, which would be first of 396 in Seoul hairdressers and beauty salons. ## The direct record What agents get for Lumiere# 홍대점, as JSON: https://directindex.org/api/direct/lumiere1.kr - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +821088960014 ## 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 | 0 | 25 | | Actionable | 0 | 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/lumiere1.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/lumiere1.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/lumiere1.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=lumiere1.kr&force=1