# Dermatology Associates: Agent-Direct Score D (44.2%) Site: http://www.dermassoc.com.sg Report: https://directindex.org/r/dermassoc.com.sg 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.) Dermatology Associates is hard for agents to use. Some AI assistants are turned away by Dermatology Associates's website. It can read what Dermatology Associates offers. It can't find a link to book or order online. ## Direct links - Menu: https://dermassoc.com.sg/wp - Phone: 6333 8108 - Address: #15-05/06, Paragon Medical Centre, 238859, Singapore ## Nearby, also direct Places near Dermatology Associates that take a booking or an order on their own website, with no marketplace in between. - Parkway Rehab @ Paragon Medical (20 m): https://directindex.org/r/mountelizabeth.com.sg - Physiotherapy Associates (20 m): https://directindex.org/r/physio.com.sg - Dr Chua Ai Lian Orthodontic Clinic @ JGH Dental Clinic (20 m): https://directindex.org/r/orthodonticbraces.com.sg - The Dental Studio @ Paragon - Invisalign, Braces (Orthodontist), Crown, Teeth Whitening, Scaling & Polishing Treatment (30 m): https://directindex.org/r/dentalstudio.sg - The Psychological Wellness Centre (30 m): https://directindex.org/r/psychwellnesscentre.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 - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) 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 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. ``` # Dermatology Associates > local business in #15-05/06, Paragon Medical Centre, 238859, Singapore, Singapore dentists, clinics and vets. Phone 6333 8108. ## Book or order directly - Menu: https://dermassoc.com.sg/wp ## About - Website: http://www.dermassoc.com.sg - 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. - **List of services and prices is an HTML page.** Agents can read the items and prices. ## Where it stands 716 of 1030 in Singapore 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 | 98% | no | | Publish the menu or price list as HTML | 7% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | no | | Structured data with address, phone and hours | 39% | no | | Have an llms.txt | 62% | no | Nearest places in the index: International Cancer Specialists (D, 14 m, https://directindex.org/r/icscancer.com); Parkway Rehab @ Paragon Medical (D, 21 m, https://directindex.org/r/mountelizabeth.com.sg); The Vascular and General Surgery Centre - Endoscopy and Hernia Surgery (C, 23 m, https://directindex.org/r/tvgsc.sg); Physiotherapy Associates (C, 24 m, https://directindex.org/r/physio.com.sg); Dr Chua Ai Lian Orthodontic Clinic @ JGH Dental Clinic (B, 24 m, https://directindex.org/r/orthodonticbraces.com.sg); Spring Hope Orthopaedic Spine Surgery (C, 29 m, https://directindex.org/r/spring-hope.com); The Dental Studio @ Paragon - Invisalign, Braces (Orthodontist), Crown, Teeth Whitening, Scaling & Polishing Treatment (C, 29 m, https://directindex.org/r/dentalstudio.sg); The Psychological Wellness Centre (D, 33 m, https://directindex.org/r/psychwellnesscentre.com); Singapore Heart, Stroke and Cancer Centre (F, 35 m, https://directindex.org/r/sgmsc.com); The Vein Clinic and Surgery (F, 36 m, https://directindex.org/r/drandrewtay.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. Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 44.2%. See what an AI agent reads on this site: https://directindex.org/r/dermassoc.com.sg/agent-view ## Businesses like Dermatology Associates in Singapore dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore dentists, clinics and vets | 1030 | 55% | 26% | 44.2% | | Sites built with WordPress in Singapore dentists, clinics and vets | 584 | 60% | 32% | 44.2% | The best of the sites built with WordPress in Singapore dentists, clinics and vets: Camden Medical Centre (A 95.4%, https://directindex.org/r/polarisplasticsurgery.com); Ray of Health (A 92.3%, https://directindex.org/r/rayofhealth.sg); Smilepoint (A 87.5%, https://directindex.org/r/smilepoint.com.sg); DP Dental (A 86.2%, https://directindex.org/r/dpdental.com); The iClinic (A 86.2%, https://directindex.org/r/iclinic.sg). With the three fixes above (No structured data for the business; No online booking link on the website; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 1,030 in Singapore dentists, clinics and vets. ## The direct record What agents get for Dermatology Associates, as JSON: https://directindex.org/api/direct/dermassoc.com.sg - Book: none on record - Order: none on record - Menu: https://dermassoc.com.sg/wp (html_page; from the scan) - Hours: none on record - Phone: 6333 8108 - Stable links that count: https://directindex.org/go/dermassoc.com.sg/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 | 21.7 | 25 | | Readable | 7 | 25 | | Actionable | 0 | 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/dermassoc.com.sg - 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/dermassoc.com.sg/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/dermassoc.com.sg/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 ยท Rescan now: https://directindex.org/scan?url=dermassoc.com.sg&force=1