# Nong’s Chinese Medicine Clinic - Philip Cheung: Agent-Direct Score F (38.5%) Site: http://www.purapharm.com Report: https://directindex.org/r/purapharm.com 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.) Nong’s Chinese Medicine Clinic - Philip Cheung is largely invisible to agents. An AI assistant can open Nong’s Chinese Medicine Clinic - Philip Cheung'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: 3709 2688 - Address: Shop B39, B1/F, Lee Tung Avenue, 200 Queen’s Rd E, Wan Chai ## Nearby, also direct Places near Nong’s Chinese Medicine Clinic - Philip Cheung that take a booking or an order on their own website, with no marketplace in between. - The Pet Vet (160 m): https://directindex.org/r/thepetvet.com.hk - Superior Stretch Therapy Pain Center (180 m): https://directindex.org/r/stretch-superior.com - Stretch Dynamics HK (250 m): https://directindex.org/r/stretchdynamicshk.com ## 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 - **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 ## 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. ``` # Nong’s Chinese Medicine Clinic - Philip Cheung > local business in Shop B39, B1/F, Lee Tung Avenue, 200 Queen’s Rd E, Wan Chai, Hong Kong dentists, clinics and vets. Phone 3709 2688. ## About - Website: http://www.purapharm.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. ## Where it stands 399 of 569 in Hong Kong dentists, clinics and vets. Top 70% 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 | 100% | no | | Publish the menu or price list as HTML | 0% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 12% | no | | Have an llms.txt | 62% | no | Nearest places in the index: Travel Health Centre, Department of Health 衛生署旅遊健康中心 (F, 107 m, https://directindex.org/r/travelhealth.gov.hk); Bowtie & JP Health (D, 151 m, https://directindex.org/r/bowtiejphealth.com); The Pet Vet (F, 164 m, https://directindex.org/r/thepetvet.com.hk); Superior Stretch Therapy Pain Center (B, 180 m, https://directindex.org/r/stretch-superior.com); 灣仔中醫藥診所 (F, 182 m, https://directindex.org/r/hongkongvet.com); Vegvisir Sports Therapy (C, 228 m, https://directindex.org/r/vegvisirsportstherapy.com); Stretch Dynamics HK (C, 254 m, https://directindex.org/r/stretchdynamicshk.com); Empower Physiotherapy Centre (F, 382 m, https://directindex.org/r/emphysio.com); 黃紹傑醫館 (D, 388 m, https://directindex.org/r/drwongec.com); SJS JCR3 Integrated Wellness Centre (F, 388 m, https://directindex.org/r/sjs.org.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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 38.5%. See what an AI agent reads on this site: https://directindex.org/r/purapharm.com/agent-view ## Businesses like Nong’s Chinese Medicine Clinic - Philip Cheung 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 | 48% | 14% | 38.5% | | Sites built with WordPress in Hong Kong dentists, clinics and vets | 203 | 53% | 20% | 38.5% | The best of the sites built with WordPress 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); 柏悅莊健髮及皮膚醫學中心 JP 360 Hair And Dermatological Medical Centre (B 81.5%, https://directindex.org/r/jp360medical.com). 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 95.4%, which would be first of 569 in Hong Kong dentists, clinics and vets. ## The direct record What agents get for Nong’s Chinese Medicine Clinic - Philip Cheung, as JSON: https://directindex.org/api/direct/purapharm.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 3709 2688 ## 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/purapharm.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: 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: 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/purapharm.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/purapharm.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=purapharm.com&force=1