# 북촌손만두 경복궁점: Agent-Direct Score D (53.8%) Site: https://mandoo.so Report: https://directindex.org/r/mandoo.so 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.) 북촌손만두 경복궁점 is hard for agents to use. An AI assistant can open 북촌손만두 경복궁점's website. It can read what 북촌손만두 경복궁점 offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://mandoo.so/menu/ - Phone: +82 070-7716-6342 - Address: 자하문로 32 03044 서울특별시 - Hours, from OpenStreetMap: Mon–Sun 10:30–21:00 ## What to fix first - **No structured data for the business.** (+14 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 - **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 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, 9.4% 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. ``` # 북촌손만두 경복궁점 > restaurant (korean) in 자하문로 32 03044 서울특별시, Seoul. Phone +82 070-7716-6342. ## Book or order directly - Menu: https://mandoo.so/menu/ ## Opening hours Mo-Su 10:30-21:00 ## About - Website: https://mandoo.so - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Since the scan of 2026-10-16 (D then) - Fixed: The server turned AI crawlers away at the door - New: nothing ## Where it stands 308 of 1420 in Seoul. Top 22% 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 | 74% | no | | Publish the menu or price list as HTML | 64% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 79% | yes | | Structured data with address, phone and hours | 5% | no | | Have an llms.txt | 28% | no | Nearest places with a similar menu: 토속촌삼계탕 (F, 141 m, https://directindex.org/r/tosokchon.com); 경성한우국밥 (D, 478 m, https://directindex.org/r/xn--289a2mu87av1e9zh4wx.com); 김밥천국 광화문점 (D, 627 m, https://directindex.org/r/kimbabcheongug.co.kr); 설가온 (F, 807 m, https://directindex.org/r/seoulgaon.co.kr); 죠스떡볶이 (Jaws Food) (F, 916 m, https://directindex.org/r/jawsfood.co.kr); 재)대한불교조계종 선원수좌선문화복지회 (F, 1031 m, https://directindex.org/r/seonsujoa.org); 만리지화 | Gyeongbokgung restaurant | 餐廳 | 美食 | 韩国美食 |グルメ | SeoulGourmet |Gwanghwamun Gourmet (F, 1087 m, https://directindex.org/r/manlijihwa.com); 열차집 (F, 1110 m, https://directindex.org/r/blogspot.com); 광화문 꽃등심 (F, 1115 m, https://directindex.org/r/oktoberfest.co.kr); 삼청동쭈꾸미 (D, 1123 m, https://directindex.org/r/xn--2q1bp1re1b2wb9ypllh.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. Recommended when people ask: "A cheap lunch menu near the centre." (Gemini) Score over 2 scans since 2026-10-16: 2026-10-16 49%, 2026-10-21 54%. See what an AI agent reads on this site: https://directindex.org/r/mandoo.so/agent-view ## Named by Gemini for "A cheap lunch menu near the centre" in Seoul, October 2026 - "A cheap lunch menu near the centre." (2026-10-18): Gemini with a link to this site. https://directindex.org/city/seoul/recommended/cheap-lunch Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/mandoo.so.svg ## Businesses like 북촌손만두 경복궁점 in Seoul | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Seoul | 1420 | 34% | 3% | 53.8% | 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; No booking or ordering link on the website), the score would be about 95.4%. That would be 2nd of 1,420 in Seoul, up from 308th. ## The direct record What agents get for 북촌손만두 경복궁점, as JSON: https://directindex.org/api/direct/mandoo.so - Book: none on record - Order: none on record - Menu: https://mandoo.so/menu/ (html_page; from the scan) - Hours: Mo-Su 10:30-21:00 (open now) (from OpenStreetMap) - Phone: +82 070-7716-6342 - Stable links that count: https://directindex.org/go/mandoo.so/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 | 25 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/mandoo.so - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/mandoo.so/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/mandoo.so/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=mandoo.so&force=1