# SunLife Clinic: Agent-Direct Score D (50.8%) Site: https://sunlifeclinic.com/ Report: https://directindex.org/r/sunlifeclinic.com 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.) SunLife Clinic is hard for agents to use. An AI assistant can open SunLife Clinic'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: +60391724592 - Address: LOT 10-0-01, QUEEN'S AVENUE, JALAN SHELLEY MALURI CHERAS, 55100, Bandar Kuala Lumpur ## Nearby, also direct Places near SunLife Clinic that take a booking or an order on their own website, with no marketplace in between. - Dr Raymond Yeak Dieu Kiat - Orthopaedic & Trauma Surgery, Sports Surgery (140 m): https://directindex.org/r/sunwaymedicaldamansara.com.my - George Plastic Surgery (700 m): https://directindex.org/r/georgeplasticsurgery.com - Cyriax Physio Rehab Centre (1.5 km): https://directindex.org/r/cyriaxphysio.com - White Smile (1.9 km): https://directindex.org/r/whitesmile.com.my - Dr YONG Chee Khuen . Joint Surgeon (2.3 km): https://directindex.org/r/princecourt.com ## What to fix first - **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 - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # SunLife Clinic > organization in LOT 10-0-01, QUEEN'S AVENUE, JALAN SHELLEY MALURI CHERAS, 55100, Bandar Kuala Lumpur, Kuala Lumpur dentists, clinics and vets. Phone +60391724592. ## About - Website: https://sunlifeclinic.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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 176 of 359 in Kuala Lumpur dentists, clinics and vets. Top 49% 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 | 95% | no | | Publish the menu or price list as HTML | 3% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Dr Raymond Yeak Dieu Kiat - Orthopaedic & Trauma Surgery, Sports Surgery (C, 141 m, https://directindex.org/r/sunwaymedicaldamansara.com.my); George Plastic Surgery (C, 704 m, https://directindex.org/r/georgeplasticsurgery.com); Lumia Dental (F, 1225 m, https://directindex.org/r/lumiadentalclinic.com.my); Cyriax Physio Rehab Centre (C, 1454 m, https://directindex.org/r/cyriaxphysio.com); Beverly Wilshire (D, 1853 m, https://directindex.org/r/beverlywilshiremedical.com); White Smile (B, 1911 m, https://directindex.org/r/whitesmile.com.my); Klinik Mediviron (F, 1924 m, https://directindex.org/r/mediviron.com.my); We Smile Dental Lalaport (D, 2066 m, https://directindex.org/r/wesmiledental.my); Managedcare Vitality Hub @ Mirama Space (F, 2160 m, https://directindex.org/r/managedcare.com.my); Dr YONG Chee Khuen . Joint Surgeon (B, 2327 m, https://directindex.org/r/princecourt.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 Kuala Lumpur dentists, clinics and vets and named 60 places. SunLife Clinic wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur-clinics/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/sunlifeclinic.com/agent-view ## Businesses like SunLife Clinic in Kuala Lumpur dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur dentists, clinics and vets | 359 | 49% | 16% | 50.8% | | Sites built with WordPress in Kuala Lumpur dentists, clinics and vets | 183 | 56% | 25% | 50.8% | The best of the sites built with WordPress in Kuala Lumpur dentists, clinics and vets: My Bowen Therapy (A 87.7%, https://directindex.org/r/mybowentherapy.com); Fresh Dental Care | Dental Clinic Kepong 甲洞牙医诊所 (B 84.6%, https://directindex.org/r/freshdentalkepong.com.my); Klinik Azurose (B 84.6%, https://directindex.org/r/klinikazurose.com); Klinik Pergigian E.L.Lim Dental Surgery (B 84.6%, https://directindex.org/r/ellimdentalsripetaling.com); SpringHill Clinic TTDI (B 84.6%, https://directindex.org/r/springhillclinic.com.my). With the three fixes above (No online booking link on the website; Structured data is incomplete; No list of services and prices found), the score would be about 95.4%, which would be first of 359 in Kuala Lumpur dentists, clinics and vets. ## The direct record What agents get for SunLife Clinic, as JSON: https://directindex.org/api/direct/sunlifeclinic.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +60391724592 ## 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 | 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/sunlifeclinic.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: 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: yes Keep watching this business (https://directindex.org/r/sunlifeclinic.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/sunlifeclinic.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=sunlifeclinic.com&force=1