# Westlake Cosmetic & Medical Group: Agent-Direct Score B (80%) Site: https://westlakecosmetic.com Report: https://directindex.org/r/drbhuiya.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Westlake Cosmetic & Medical Group is mostly ready for agents. An AI assistant can open Westlake Cosmetic & Medical Group'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://www.drbhuiya.com/appointment/ (on the business's own site) - Phone: +13236699888 - Address: 3171 Los Feliz Blvd Ste 300b, 90039-1537, Los Angeles ## Nearby, also direct Places near Westlake Cosmetic & Medical Group that take a booking or an order on their own website, with no marketplace in between. - Meshkin Medical - Hair Restoration Clinic (30 m): https://directindex.org/r/meshkinmedical.com - Los Feliz Small Animal Hospital (80 m): https://directindex.org/r/lfsah.com - los feliz dental center (470 m): https://directindex.org/r/losfelizdentalcenter.com - Andrey Petrikovets (1 km): https://directindex.org/r/socalurogyn.com - Stay Ready Physical Therapy-Atwater Village (1.1 km): https://directindex.org/r/stayreadypt.com ## What to fix first - **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 - **Structured data is incomplete.** (+3 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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 (818)597-3223, but OpenStreetMap or Overture Maps lists +13236699888. 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. ``` # Westlake Cosmetic & Medical Group > medical clinic in 3171 Los Feliz Blvd Ste 300b, 90039-1537, Los Angeles, Los Angeles dentists, clinics and vets. Phone +13236699888. ## Book or order directly - Book: https://www.drbhuiya.com/appointment/ (on the business's own site) ## About - Website: https://westlakecosmetic.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 (MedicalClinic).** opening hours - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 174 of 2992 in Los Angeles dentists, clinics and vets. Top 6% 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 | 97% | yes | | Publish the menu or price list as HTML | 6% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 29% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Douglas A. Webber, M.d. (F, 0 m, https://directindex.org/r/webbermd.com); Meshkin Medical - Hair Restoration Clinic (C, 26 m, https://directindex.org/r/meshkinmedical.com); Dr. Aram Tsolakyan DDS PC (D, 46 m, https://directindex.org/r/tsolakyan.com); Oui Smile Pediatric Dentistry (D, 78 m, https://directindex.org/r/ouismile.com); Los Feliz Small Animal Hospital (C, 79 m, https://directindex.org/r/lfsah.com); Soler Dental Corporation (F, 94 m, https://directindex.org/r/solerdental.com); Sugarfree Dental (D, 96 m, https://directindex.org/r/sugarfreedental.com); los feliz dental center (C, 469 m, https://directindex.org/r/losfelizdentalcenter.com); Andrey Petrikovets (C, 1019 m, https://directindex.org/r/socalurogyn.com); Stay Ready Physical Therapy-Atwater Village (B, 1054 m, https://directindex.org/r/stayreadypt.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 Los Angeles dentists, clinics and vets and named 61 places. Westlake Cosmetic & Medical Group wasn't one of them. See who was named: https://directindex.org/city/los-angeles-clinics/recommended Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 80%. See what an AI agent reads on this site: https://directindex.org/r/drbhuiya.com/agent-view ## Businesses like Westlake Cosmetic & Medical Group in Los Angeles dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles dentists, clinics and vets | 2992 | 45% | 16% | 80% | | Sites built with WordPress in Los Angeles dentists, clinics and vets | 1185 | 56% | 26% | 80% | The best of the sites built with WordPress in Los Angeles dentists, clinics and vets: Los Angeles Integrative Gastroenterology & Nutrition, Inc. (A 95.4%, https://directindex.org/r/laintegrativegi.com); Los Angeles Center For Endodontics (A 90.8%, https://directindex.org/r/lacenterendo.com); West LA Medical and Skincare (A 89.2%, https://directindex.org/r/westlaskincare.com); 395 Implants (A 86.2%, https://directindex.org/r/395implants.com); Brentwood LA Orthodontics | Dr. Amir Dadgar-Yeganeh (A 86.2%, https://directindex.org/r/brentwoodlaorthodontics.com). With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 2,992 in Los Angeles dentists, clinics and vets. ## The direct record What agents get for Westlake Cosmetic & Medical Group, as JSON: https://directindex.org/api/direct/drbhuiya.com - Book: https://www.drbhuiya.com/appointment/ (own site; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +13236699888 - Stable links that count: https://directindex.org/go/drbhuiya.com/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 | 25 | 25 | | Readable | 12 | 25 | | Actionable | 15 | 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/drbhuiya.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: yes - OAuth protected resource metadata: yes - 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/drbhuiya.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/drbhuiya.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 ยท Rescan now: https://directindex.org/scan?url=drbhuiya.com&force=1