# Irad Medical Diagnostic Center: Agent-Direct Score D (47.7%) Site: http://www.irad.com.hk Report: https://directindex.org/r/irad.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.) Irad Medical Diagnostic Center is hard for agents to use. Some AI assistants are turned away by Irad Medical Diagnostic Center's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://irad.com.hk/18 (on the business's own site) - Phone: +125254723 - Address: 14 Harcourt Rd, Hong Kong - Languages: English - WhatsApp: a link on the site ## Nearby, also direct Places near Irad Medical Diagnostic Center that take a booking or an order on their own website, with no marketplace in between. - Hong Kong Developmental Paediatrics Centre (170 m): https://directindex.org/r/hkdpc.com - 香港肩腕膝中心 Hong Kong ShoulderWrist and Knee Centre (200 m): https://directindex.org/r/topshoulder.com.hk - Cheers Dental Care (360 m): https://directindex.org/r/cheersdentalcare.com - American Dental Group (400 m): https://directindex.org/r/adgl.com.hk - The Family Zone (440 m): https://directindex.org/r/thefamilyzonehk.com ## What to fix first - **No structured data for the business.** (+14 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 - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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 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 - **The phone number on the site doesn't match the open map data.** The site shows (852) 2523 2798, but OpenStreetMap or Overture Maps lists +125254723. 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. ``` # Irad Medical Diagnostic Center > local business in 14 Harcourt Rd, Hong Kong, Hong Kong dentists, clinics and vets. Phone +125254723. ## Book or order directly - Book: https://irad.com.hk/18 (on the business's own site) ## About - Website: http://www.irad.com.hk - 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. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 267 of 569 in Hong Kong dentists, clinics and vets. Top 47% 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% | yes | | 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: Hong Kong Developmental Paediatrics Centre (C, 167 m, https://directindex.org/r/hkdpc.com); Skiin Medical and Aesthetic Dermatology (C, 191 m, https://directindex.org/r/skiin.clinic); 香港肩腕膝中心 Hong Kong ShoulderWrist and Knee Centre (D, 197 m, https://directindex.org/r/topshoulder.com.hk); Cheers Dental Care (C, 359 m, https://directindex.org/r/cheersdentalcare.com); Central Healing (C, 400 m, https://directindex.org/r/centralhealing.com.hk); American Dental Group (D, 403 m, https://directindex.org/r/adgl.com.hk); Star Dental Alliance (F, 405 m, https://directindex.org/r/stardental.com.hk); Mineralysis - expert in food allergy test and drug test 食物過敏測試及驗毒專家 (D, 406 m, https://directindex.org/r/mineralysis.com.hk); Centre for Allergy and Asthma Care (F, 410 m, https://directindex.org/r/allergy.hk); The Family Zone (B, 438 m, https://directindex.org/r/thefamilyzonehk.com). ## 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. Irad Medical Diagnostic Center 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/irad.com.hk/agent-view ## Businesses like Irad Medical Diagnostic Center 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% | 47.7% | 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; The server turns AI crawlers away at the door; 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 Irad Medical Diagnostic Center, as JSON: https://directindex.org/api/direct/irad.com.hk - Book: https://irad.com.hk/18 (own site; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +125254723 - Stable links that count: https://directindex.org/go/irad.com.hk/book ## 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 | 15 | 25 | | Readable | 1 | 25 | | Actionable | 15 | 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/irad.com.hk - 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: 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/irad.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/irad.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=irad.com.hk&force=1