# Hamid Mir Md - Spine Surgeon: Agent-Direct Score D (45.1%) Site: https://hamidmirmd.com Report: https://directindex.org/r/hamidmirmd.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.) Hamid Mir Md - Spine Surgeon is hard for agents to use. Some AI assistants are turned away by Hamid Mir Md - Spine Surgeon's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 13107363052 - Address: 13160 Mindanao Way Ste 300, 90292-6393, Marina del Rey ## Nearby, also direct Places near Hamid Mir Md - Spine Surgeon that take a booking or an order on their own website, with no marketplace in between. - Neil Bhamb, M.D. (10 m): https://directindex.org/r/bhambspine.com - Natalia Homyak DDS (10 m): https://directindex.org/r/drhomyak.com - Marina Del Rey Orthopedic Surgeon (50 m): https://directindex.org/r/thespinepro.com ## What to fix first - **No online booking link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. 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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_429), ClaudeBot (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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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 +19497490055, but OpenStreetMap or Overture Maps lists 13107363052. 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. ``` # Hamid Mir Md - Spine Surgeon > organization in 13160 Mindanao Way Ste 300, 90292-6393, Marina del Rey, Los Angeles dentists, clinics and vets. Phone 13107363052. ## About - Website: https://hamidmirmd.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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 1544 of 2992 in Los Angeles dentists, clinics and vets. Top 52% 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% | no | | Publish the menu or price list as HTML | 6% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | no | | Structured data with address, phone and hours | 29% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Vlachos Katrina, Md (F, 0 m, https://directindex.org/r/katrinavlachosmd.com); Marina Del Rey Physical Therapy (C, 0 m, https://directindex.org/r/marinadelrey.com); Sanjay Khurana, Md (F, 0 m, https://directindex.org/r/khuranaspine.com); Aesthetic MdR (F, 1 m, https://directindex.org/r/withcherry.com); Remedy Health (D, 2 m, https://directindex.org/r/remedyhealthla.com); Premier Hip Arthroscopy: Dean Matsuda, MD (C, 8 m, https://directindex.org/r/premierhiparthroscopy.com); Neil Bhamb, M.D. (D, 8 m, https://directindex.org/r/bhambspine.com); Rabbani Orthopedic Spine Institute: Ramin Rabbani, MD (F, 8 m, https://directindex.org/r/laorthospine.com); Natalia Homyak DDS (B, 13 m, https://directindex.org/r/drhomyak.com); Marina Del Rey Orthopedic Surgeon (B, 45 m, https://directindex.org/r/thespinepro.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. Hamid Mir Md - Spine Surgeon 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 45.1%. See what an AI agent reads on this site: https://directindex.org/r/hamidmirmd.com/agent-view ## Businesses like Hamid Mir Md - Spine Surgeon 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% | 45.1% | | Sites built with WordPress in Los Angeles dentists, clinics and vets | 1185 | 56% | 26% | 45.1% | 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 three fixes above (No online booking link on the website; No list of services and prices found; The server turns AI crawlers away at the door), the score would be about 86.2%. That would be 8th of 2,992 in Los Angeles dentists, clinics and vets, up from 1544th. ## The direct record What agents get for Hamid Mir Md - Spine Surgeon, as JSON: https://directindex.org/api/direct/hamidmirmd.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 13107363052 ## 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 | 18.3 | 25 | | Readable | 9 | 25 | | Actionable | 2 | 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/hamidmirmd.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/hamidmirmd.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/hamidmirmd.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=hamidmirmd.com&force=1