# 丁萬年醫生醫務所: Agent-Direct Score F (32.8%) Site: http://www.seedoctor.com.hk/dr_detail-1.asp?dr_doctor=1754# Report: https://directindex.org/r/seedoctor.com.hk Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) 丁萬年醫生醫務所 is largely invisible to agents. Some AI assistants are turned away by 丁萬年醫生醫務所'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: +85227660770 - Address: 德民街36B號, 000000, Kowloon ## Nearby, also direct Places near 丁萬年醫生醫務所 that take a booking or an order on their own website, with no marketplace in between. - Yu Yat Tong Chinese Medicine Clinic (1.1 km): https://directindex.org/r/yuyattong.com - ICON 專科中心 格蘭中心 Icon Specialist Centre Grand Centre (1.5 km): https://directindex.org/r/tamarindspecialists.hk ## What to fix first - **No structured data for the business.** (+15 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 - **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 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 - **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot.** (+3.7 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **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 Hong Kong, 45% 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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # 丁萬年醫生醫務所 > local business in 德民街36B號, 000000, Kowloon, Hong Kong dentists, clinics and vets. Phone +85227660770. ## About - Website: http://www.seedoctor.com.hk/dr_detail-1.asp?dr_doctor=1754# - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 485 of 569 in Hong Kong dentists, clinics and vets. Top 85% 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 | 88% | no | | Publish the menu or price list as HTML | 2% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 14% | no | | Have an llms.txt | 64% | no | Nearest places in the index: 紅磡獸醫診所 Hung Hom Veterinary Clinic (C, 79 m, https://directindex.org/r/hhvc.com.hk); Warren and Partners Physiotherapy Center (F, 311 m, https://directindex.org/r/wppc.hk); 德誠中醫診所 (C, 443 m, https://directindex.org/r/goodfaithcmc.com); 東方醫藥公司 / 陳長東 (F, 734 m, https://directindex.org/r/mystrikingly.com); 香港理工大學康復治療診所（物理治療） (F, 892 m, https://directindex.org/r/polyu.edu.hk); Yu Yat Tong Chinese Medicine Clinic (B, 1119 m, https://directindex.org/r/yuyattong.com); Kai Tak Veterinary Hospital (D, 1316 m, https://directindex.org/r/kaitakvet.com); Life Young Health 壹森健康醫療 (D, 1375 m, https://directindex.org/r/lyhealthy.com); HK branch- 靈芝 BLZ (D, 1425 m, https://directindex.org/r/wellous.com); ICON 專科中心 格蘭中心 Icon Specialist Centre Grand Centre (D, 1456 m, https://directindex.org/r/tamarindspecialists.hk). ## 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 Hong Kong dentists, clinics and vets and named 55 places. 丁萬年醫生醫務所 wasn't one of them. See who was named: https://directindex.org/city/hong-kong-clinics/recommended See what an AI agent reads on this site: https://directindex.org/r/seedoctor.com.hk/agent-view ## Businesses like 丁萬年醫生醫務所 in Hong Kong dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong dentists, clinics and vets | 569 | 46% | 9% | 32.8% | The best of the businesses of the same kind in Hong Kong dentists, clinics and vets: Bayside Dental (B 84.6%, https://directindex.org/r/baysidedentaltc.com); Bayside Dental Discovery Bay (B 84.6%, https://directindex.org/r/baysidedentalhk.com); Diestel & Partners Dental Surgeons (B 84.6%, https://directindex.org/r/diestelandpartners.com); Smith & Jain Dentists (B 84.6%, https://directindex.org/r/smithandjaindentists.com); Physiomotion (B 83.1%, https://directindex.org/r/physiomotion.com.hk). With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 89.7%, which would be first of 569 in Hong Kong dentists, clinics and vets. ## The direct record What agents get for 丁萬年醫生醫務所, as JSON: https://directindex.org/api/direct/seedoctor.com.hk - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +85227660770 ## 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 | 21.3 | 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/seedoctor.com.hk - 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/seedoctor.com.hk/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/seedoctor.com.hk/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=seedoctor.com.hk&force=1