# Clearview Retina - Dr. Rodney P. Coe, Md: Agent-Direct Score B (73.8%) Site: https://clearviewretina.com Report: https://directindex.org/r/clearviewretina.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Clearview Retina - Dr. Rodney P. Coe, Md is mostly ready for agents. An AI assistant can open Clearview Retina - Dr. Rodney P. Coe, Md'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://clearviewretina.com/book-appointment/ (on the business's own site) - Phone: 16468288660 - Address: 2391 Bell Blvd Ste 204, 11360-2019, Bayside ## Nearby, also direct Places near Clearview Retina - Dr. Rodney P. Coe, Md that take a booking or an order on their own website, with no marketplace in between. - Schatz Family Podiatry (20 m): https://directindex.org/r/schatzfamilypodiatry.com - Absolute Podiatry Of Ny Janna Gefter, Dpm (50 m): https://directindex.org/r/absolutepodiatryny.com - Miracle-Ear Hearing Aid Center (200 m): https://directindex.org/r/miracle-ear.com - Dr. Barry L. Drucker, Do (200 m): https://directindex.org/r/metroeyemd.com - Stewart A Levine Md Pc (250 m): https://directindex.org/r/lookspecial.net ## What to fix first - **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. ``` # Clearview Retina - Dr. Rodney P. Coe, Md > organization in 2391 Bell Blvd Ste 204, 11360-2019, Bayside, New York dentists, clinics and vets. Phone 16468288660. ## Book or order directly - Book: https://clearviewretina.com/book-appointment/ (on the business's own site) ## About - Website: https://clearviewretina.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 - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 1039 of 6357 in New York dentists, clinics and vets. Top 16% 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% | yes | | Publish the menu or price list as HTML | 5% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 31% | no | | Have an llms.txt | 37% | no | Nearest places in the index: Schatz Family Podiatry (C, 15 m, https://directindex.org/r/schatzfamilypodiatry.com); Dr.jordan S. Zuckerman: Best Dermatologist Bayside - Dermatologist Queens (F, 53 m, https://directindex.org/r/baysidedermatologycenter.com); Absolute Podiatry Of Ny Janna Gefter, Dpm (B, 53 m, https://directindex.org/r/absolutepodiatryny.com); Bellovin Barry J MD (D, 155 m, https://directindex.org/r/thecardiologist.md); Miracle-Ear Hearing Aid Center (B, 196 m, https://directindex.org/r/miracle-ear.com); Dr. Barry L. Drucker, Do (B, 199 m, https://directindex.org/r/metroeyemd.com); Stacy Wolf Orthodontics (C, 214 m, https://directindex.org/r/stacywolforthodontics.com); Stewart A Levine Md Pc (B, 247 m, https://directindex.org/r/lookspecial.net); PM Pediatrics (C, 336 m, https://directindex.org/r/pmpediatriccare.com); Pappas Pediatric Dentistry (F, 369 m, https://directindex.org/r/pappaspediatricdental.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 73.8%. See what an AI agent reads on this site: https://directindex.org/r/clearviewretina.com/agent-view ## Businesses like Clearview Retina - Dr. Rodney P. Coe, Md in New York dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York dentists, clinics and vets | 6357 | 49% | 19% | 73.8% | | Sites built with WordPress in New York dentists, clinics and vets | 2611 | 58% | 30% | 73.8% | The best of the sites built with WordPress in New York dentists, clinics and vets: Central Park Orthodontics (A 95.4%, https://directindex.org/r/centralparkorthodontics.com); Cosmetic Dentistry NY- Dr. Viviane Trinh - Dentist (A 95.4%, https://directindex.org/r/cosmeticdentistryny.com); Sutton Animal Hospital (A 95.4%, https://directindex.org/r/suttonvet.com); SkinLab (A 93.8%, https://directindex.org/r/skinlab-nyc.com); Russak Dermatology Clinic (A 89.2%, https://directindex.org/r/russakplus.com). With the two fixes above (Structured data is incomplete; No list of services and prices found), the score would be about 95.4%, which would be first of 6,357 in New York dentists, clinics and vets. ## The direct record What agents get for Clearview Retina - Dr. Rodney P. Coe, Md, as JSON: https://directindex.org/api/direct/clearviewretina.com - Book: https://clearviewretina.com/book-appointment/ (own site; found by the scan of 2026-10-24, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 16468288660 - Stable links that count: https://directindex.org/go/clearviewretina.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 | 8 | 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/clearviewretina.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/clearviewretina.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/clearviewretina.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=clearviewretina.com&force=1