# Downtown Pediatrics: Agent-Direct Score D (50.8%) Site: https://downtown-pediatrics.com Report: https://directindex.org/r/downtown-pediatrics.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.) Downtown Pediatrics is hard for agents to use. An AI assistant can open Downtown Pediatrics'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. ## Nearby, also direct Places near Downtown Pediatrics that take a booking or an order on their own website, with no marketplace in between. - Tribeca Veterinary Dentistry (150 m): https://directindex.org/r/tribecavetdentistry.com - Karpov Orthodontics (200 m): https://directindex.org/r/karpovorthodontics.com - Bronsky Orthodontics - Tribeca (210 m): https://directindex.org/r/bronskyorthodontics.com - Village House Call Vet (240 m): https://directindex.org/r/villagehousecallvet.com - Empower Your Smile DDS (320 m): https://directindex.org/r/empoweryoursmile.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. ``` # Downtown Pediatrics > physician in New York dentists, clinics and vets. ## About - Website: https://downtown-pediatrics.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 3322 of 6411 in New York 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 | 98% | no | | 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: Tribeca Park Dermatology (D, 77 m, https://directindex.org/r/triparkderm.com); Tribeca Veterinary Dentistry (B, 148 m, https://directindex.org/r/tribecavetdentistry.com); Karpov Orthodontics (B, 200 m, https://directindex.org/r/karpovorthodontics.com); Bronsky Orthodontics - Tribeca (C, 210 m, https://directindex.org/r/bronskyorthodontics.com); Village House Call Vet (D, 244 m, https://directindex.org/r/villagehousecallvet.com); Tribeca Aesthetics - Jimmy C. Sung, Md, Jd, Facs (F, 281 m, https://directindex.org/r/tribecaaesthetics.com); Empower Your Smile DDS (B, 318 m, https://directindex.org/r/empoweryoursmile.com); Tribeca Skin Center (B, 332 m, https://directindex.org/r/tribecaskincenter.com); Ethos Aesthetic + Wellness (C, 350 m, https://directindex.org/r/myethosspa.com); Worth Street Veterinary Center (D, 372 m, https://directindex.org/r/worthstreetvet.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 New York dentists, clinics and vets and named 71 places. Downtown Pediatrics wasn't one of them. See who was named: https://directindex.org/city/new-york-clinics/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/downtown-pediatrics.com/agent-view ## Businesses like Downtown Pediatrics 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 | 6411 | 49% | 19% | 50.8% | | Sites built with WordPress in New York dentists, clinics and vets | 2644 | 58% | 30% | 50.8% | 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 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 6,411 in New York dentists, clinics and vets. ## The direct record What agents get for Downtown Pediatrics, as JSON: https://directindex.org/api/direct/downtown-pediatrics.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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/downtown-pediatrics.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/downtown-pediatrics.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/downtown-pediatrics.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=downtown-pediatrics.com&force=1