# Susan Bard - Manhattan Dermatology: Agent-Direct Score F (32.3%)

Site: http://www.midtown-derm.com
Report: https://directindex.org/r/midtown-derm.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.)
Susan Bard - Manhattan Dermatology is largely invisible to agents.
AI assistants can't open Susan Bard - Manhattan Dermatology's website, so they go by what other sites say about it.

## Direct links
- Phone: +12124278750
- Address: 983 Park Ave Ste 1d2, 10028-0808, New York

## Nearby, also direct
Places near Susan Bard - Manhattan Dermatology that take a booking or an order on their own website, with no marketplace in between.
- Brian A. Aslami, M.D., P.C. (40 m): https://directindex.org/r/brianaslamimd.com
- Park Avenue Medicine & Surgery (50 m): https://directindex.org/r/parkavenuemedicine.com
- Handsport Surgery Institute (50 m): https://directindex.org/r/handsurgeonsnyc.com
- Brian D. Cohen, Md - Plastic Surgeon Upper East Side Nyc (50 m): https://directindex.org/r/cohenplasticsurgery.com
- New York Health Internal Medicine/Primary Care (60 m): https://directindex.org/r/nyhealth.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 phone number on the site doesn't match the open map data.** The site shows 9842420510, but OpenStreetMap or Overture Maps lists +12124278750. 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.

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (LocalBusiness).** address, phone, opening hours

## Where it stands
5269 of 6357 in New York dentists, clinics and vets. Top 83% 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% | no |
| Structured data with address, phone and hours | 31% | yes |
| Have an llms.txt | 37% | no |

Nearest places in the index: The Snoring Center (F, 28 m, https://directindex.org/r/nowhitesaviors.org); Brian A. Aslami, M.D., P.C. (D, 43 m, https://directindex.org/r/brianaslamimd.com); Little Apple Pediatric Dentistry (C, 46 m, https://directindex.org/r/littleapplenyc.com); Dr. Robert C. Silich (F, 46 m, https://directindex.org/r/robertsilichmd.com); Park Avenue Medicine & Surgery (B, 49 m, https://directindex.org/r/parkavenuemedicine.com); Handsport Surgery Institute (B, 49 m, https://directindex.org/r/handsurgeonsnyc.com); Dr. Olivia Hutchinson (C, 50 m, https://directindex.org/r/droliviahutchinson.com); Brian D. Cohen, Md - Plastic Surgeon Upper East Side Nyc (C, 50 m, https://directindex.org/r/cohenplasticsurgery.com); Dr. Kenneth Edelson's Cosmetic Dermatology Practice (F, 56 m, https://directindex.org/r/mssm.edu); New York Health Internal Medicine/Primary Care (C, 64 m, https://directindex.org/r/nyhealth.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 GoDaddy Website Builder 35% (9% A or B, 7300 sites); This site 32.3%.

See what an AI agent reads on this site: https://directindex.org/r/midtown-derm.com/agent-view

## Businesses like Susan Bard - Manhattan Dermatology 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% | 32.3% |
| Sites built with GoDaddy Website Builder in New York dentists, clinics and vets | 146 | 33% | 4% | 32.3% |

The best of the sites built with GoDaddy Website Builder in New York dentists, clinics and vets: Eliezer Greenberg Dpm (B 84.6%, https://directindex.org/r/footdocbrooklyn.com); Fieve Psychiatry Center (B 83.1%, https://directindex.org/r/fieve.com); Skyline Dental New York (B 83.1%, https://directindex.org/r/skylinedentalnyc.com); Women Caring For Women (B 76.9%, https://directindex.org/r/womencaringforwomennyc.com); Dr. Jordan Drucker, DPM (B 75.4%, https://directindex.org/r/expertfeet.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Appointments through an unrecognised third party; 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 Susan Bard - Manhattan Dermatology, as JSON: https://directindex.org/api/direct/midtown-derm.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +12124278750

## 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

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 15 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/midtown-derm.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/midtown-derm.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 · Rescan now: https://directindex.org/scan?url=midtown-derm.com&force=1