# The Flair @ Myung Dong: Agent-Direct Score C (55.4%) Site: http://www.theflair.com Report: https://directindex.org/r/theflair.com 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.) The Flair @ Myung Dong is partly visible to agents. An AI assistant can open The Flair @ Myung Dong's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 02-3446-2485 - Address: 중구 퇴계로18길 6, 04631, Jung-gu ## Nearby, also direct Places near The Flair @ Myung Dong that take a booking or an order on their own website, with no marketplace in between. - The Coffee Bean & Tea Leaf (80 m): https://directindex.org/r/coffeebeankorea.com - Isaac Toast & Coffee (160 m): https://directindex.org/r/isaac-toast.co.kr - 쥬케로카페 (290 m): https://directindex.org/r/pencafe.co.kr - 커피 리브레 명동성당점 (350 m): https://directindex.org/r/coffeelibre.kr ## What to fix first - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list 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 - **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 - **The phone number on the site doesn't match the open map data.** The site shows +18886946735, but OpenStreetMap or Overture Maps lists 02-3446-2485. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # The Flair @ Myung Dong > organization in 중구 퇴계로18길 6, 04631, Jung-gu, Seoul cafes and bars. Phone 02-3446-2485. ## About - Website: http://www.theflair.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 102 of 799 in Seoul cafes and bars. Top 13% 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 | 80% | no | | Publish the menu or price list as HTML | 42% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 57% | yes | | Structured data with address, phone and hours | 6% | no | | Have an llms.txt | 27% | no | Nearest places in the index: The Coffee Bean & Tea Leaf (C, 83 m, https://directindex.org/r/coffeebeankorea.com); 마켓엠 남산 본점 Flask (F, 137 m, https://directindex.org/r/market-m.co.kr); Isaac Toast & Coffee (B, 164 m, https://directindex.org/r/isaac-toast.co.kr); 반지대학 명동캠퍼스 (F, 202 m, https://directindex.org/r/ringunivcafe.com); Bar Piment (F, 209 m, https://directindex.org/r/barpiment.com); 까페 레빠리지엥(Cafe Les Parisiens) 명동점 (F, 272 m, https://directindex.org/r/cafelesparisiens.com); 쥬케로카페 (C, 287 m, https://directindex.org/r/pencafe.co.kr); SamBakZa (F, 306 m, https://directindex.org/r/patreon.com); 에쎄레젤라또 (F, 328 m, https://directindex.org/r/essere.co.kr); 커피 리브레 명동성당점 (D, 351 m, https://directindex.org/r/coffeelibre.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/theflair.com/agent-view ## Businesses like The Flair @ Myung Dong in Seoul cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Seoul cafes and bars | 799 | 34% | 2% | 55.4% | The best of the businesses of the same kind in Seoul cafes and bars: THE BARN Coffee Roasters Berlin (A 87.5%, https://directindex.org/r/thebarn.de); Prada (A 86.2%, https://directindex.org/r/prada.com); 을지맥옥 별관(Euljiro Brewing) (A 86.2%, https://directindex.org/r/bestpizzaseoul.com); Bonilla churros 보닐라츄러스 (B 83.8%, https://directindex.org/r/bonillaalavista.com); The Coffee Bean & Tea Leaf (B 81.3%, https://directindex.org/r/coffeebean.com). With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%, which would be first of 799 in Seoul cafes and bars. ## The direct record What agents get for The Flair @ Myung Dong, as JSON: https://directindex.org/api/direct/theflair.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 02-3446-2485 ## 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 | 9 | 25 | | Actionable | 2 | 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/theflair.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/theflair.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/theflair.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=theflair.com&force=1