# Lennie Beth Stern, DDS: Agent-Direct Score C (63.1%) Site: http://www.dentalcosmetic.com/ Report: https://directindex.org/r/nxdental.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.) Lennie Beth Stern, DDS is partly visible to agents. An AI assistant can open Lennie Beth Stern, DDS'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://nxdental.com/book/ (on the business's own site) - Phone: 8779173636 - Address: 115 Central Park W Ste 2, 10023, New York ## Nearby, also direct Places near Lennie Beth Stern, DDS that take a booking or an order on their own website, with no marketplace in between. - Dental West NYC - Prosthodontics and Laser Dentistry (20 m): https://directindex.org/r/dentalwestnyc.com - West Side Orthodontics (20 m): https://directindex.org/r/westsideorthodontist.com - Dr. George Psaltis, DMD (30 m): https://directindex.org/r/georgepsaltisdmd.com - Next Generation Dental (30 m): https://directindex.org/r/nxdental.com ## What to fix first - **No structured data for the business.** (+14 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 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 - **The phone number on the site doesn't match the open map data.** The site shows 212-362-3360, but OpenStreetMap or Overture Maps lists 8779173636. 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. ``` # Lennie Beth Stern, DDS > local business in 115 Central Park W Ste 2, 10023, New York, New York dentists, clinics and vets. Phone 8779173636. ## Book or order directly - Book: https://nxdental.com/book/ (on the business's own site) ## About - Website: http://www.dentalcosmetic.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. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 1881 of 6411 in New York dentists, clinics and vets. Top 29% 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: Dental West NYC - Prosthodontics and Laser Dentistry (B, 19 m, https://directindex.org/r/dentalwestnyc.com); Metrikin Llc (C, 23 m, https://directindex.org/r/aaronmetrikinmd.com); Park Orthodontics: Katherine Park, DMD (D, 23 m, https://directindex.org/r/parkortho.com); Theresa C. Mueller, Dds, Pc (D, 23 m, https://directindex.org/r/drmuellernyc.com); West Side Orthodontics (B, 23 m, https://directindex.org/r/westsideorthodontist.com); Dental Implant Center NYC (D, 23 m, https://directindex.org/r/dentalimplantcenternyc.com); Dr. George Psaltis, DMD (C, 25 m, https://directindex.org/r/georgepsaltisdmd.com); Next Generation Dental (C, 26 m, https://directindex.org/r/nxdental.com); FRESH Medicine (C, 27 m, https://directindex.org/r/freshmednyc.com); Brodsky Dental PLLC (B, 27 m, https://directindex.org/r/brodskydental.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. Lennie Beth Stern, DDS wasn't one of them. See who was named: https://directindex.org/city/new-york-clinics/recommended See what an AI agent reads on this site: https://directindex.org/r/nxdental.com/agent-view ## Businesses like Lennie Beth Stern, DDS 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% | 63.1% | The best of the businesses of the same kind 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); Pro Motion Physical Therapy (A 95.4%, https://directindex.org/r/promotionphysicaltherapy.com); Sutton Animal Hospital (A 95.4%, https://directindex.org/r/suttonvet.com); Premier Dermatology and Aesthetics (A 93.8%, https://directindex.org/r/pdskincenter.com). With the two fixes above (No structured data for the business; 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 Lennie Beth Stern, DDS, as JSON: https://directindex.org/api/direct/nxdental.com - Book: https://nxdental.com/book/ (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: 8779173636 - Stable links that count: https://directindex.org/go/nxdental.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 | 1 | 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/nxdental.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: no Keep watching this business (https://directindex.org/r/nxdental.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/nxdental.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=nxdental.com&force=1