# 루프트 커피 명동점: Agent-Direct Score C (62%) Site: https://luft.kr/#06 Report: https://directindex.org/r/luft.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.) 루프트 커피 명동점 is partly visible to agents. Some AI assistants are turned away by 루프트 커피 명동점's website. It can read what 루프트 커피 명동점 offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://luft.kr/order/basket.html (on the business's own site) - Menu: https://luft.kr/offer/01.html - Phone: 02-2277-0872 - Address: 충무로2가 50-10, 100-861, 서울특별시 - Languages: English, Korean ## Nearby, also direct Places near 루프트 커피 명동점 that take a booking or an order on their own website, with no marketplace in between. - Gurkha Indian Restaurant (370 m): https://directindex.org/r/gurkhakorea.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), 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 © 2018.** 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. ## 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. ``` # 루프트 커피 명동점 > local business in 충무로2가 50-10, 100-861, 서울특별시, Seoul. Phone 02-2277-0872. ## Book or order directly - Order: https://luft.kr/order/basket.html (on the business's own site) - Menu: https://luft.kr/offer/01.html ## About - Website: https://luft.kr/#06 - 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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 102 of 1423 in Seoul. Top 7% 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% | yes | | Publish the menu or price list as HTML | 63% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 79% | no | | Structured data with address, phone and hours | 5% | no | | Have an llms.txt | 28% | no | Nearest places in the index: 엘리제 (Elysee) (F, 135 m, https://directindex.org/r/sejong.co.kr); 호앙비엣 (F, 223 m, https://directindex.org/r/hoang-viet.com); 부산복집 (F, 243 m, https://directindex.org/r/pusanbokjip.co.kr); 명동피자 (F, 294 m, https://directindex.org/r/myeongdongpizza.com); 명동교자 (F, 319 m, https://directindex.org/r/mdkj.co.kr); 상파울루 명동점 (D, 353 m, https://directindex.org/r/saopaulo.co.kr); 동보성 (F, 363 m, https://directindex.org/r/dongbo.net); Gurkha Indian Restaurant (B, 366 m, https://directindex.org/r/gurkhakorea.com); 창고43 명동점 (F, 409 m, https://directindex.org/r/snname.com); 빌앤쿡 을지로 (F, 416 m, https://directindex.org/r/the-plc.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. The assistants were asked 22 everyday questions about Seoul and named 104 places. 루프트 커피 명동점 wasn't one of them. See who was named: https://directindex.org/city/seoul/recommended See what an AI agent reads on this site: https://directindex.org/r/luft.kr/agent-view ## Businesses like 루프트 커피 명동점 in Seoul | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Seoul | 1423 | 34% | 3% | 62% | The best of the businesses of the same kind in Seoul: 뉴오더클럽 한남 (A 96.9%, https://directindex.org/r/neworderclub.com); 버거파크 (A 95.4%, https://directindex.org/r/burgerpark.co.kr); Bruxie (A 90.8%, https://directindex.org/r/bruxie.com); Tap Public (A 90.8%, https://directindex.org/r/tappublic.com); 아벤티움 (A 90.8%, https://directindex.org/r/aventium.co.kr). With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 2nd of 1,423 in Seoul, up from 102nd. ## The direct record What agents get for 루프트 커피 명동점, as JSON: https://directindex.org/api/direct/luft.kr - Book: none on record - Order: https://luft.kr/order/basket.html (own site; found by the scan of 2026-10-22, not yet tested) - Menu: https://luft.kr/offer/01.html (html_page; from the scan) - Hours: none on record - Phone: 02-2277-0872 - Stable links that count: https://directindex.org/go/luft.kr/order, https://directindex.org/go/luft.kr/menu ## 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 | 18.3 | 25 | | Readable | 7 | 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/luft.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: yes - OAuth protected resource metadata: yes - 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: no Keep watching this business (https://directindex.org/r/luft.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/luft.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=luft.kr&force=1