Matthew R. Kohler
ospinamedical.com is partly visible to agents.
Listed by Overture Maps.
Ways to reach Matthew R. Kohler directly, with no marketplace in between. Checked 2026-10-23. On the business's own site. Report a mistake
635 Madison Ave Ste 1301, 10022, New York · +12127150888
Places near Matthew R. Kohler that take a booking or an order on their own website, with no marketplace in between.
The website's grade
AI assistants can't open Matthew R. Kohler's website, so they go by what other sites say about it.
37 of 65 points available
agent-readiness level
thing to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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.
How Matthew R. Kohler compares
2,696 of 6,357 in New York dentists, clinics and vets
Top 42% of the sites scanned in this index. Just above: Mark W. Wilson, MD, PC C, Matthew Edwards C. Just below: Metropolis Physical Therapy, Pllc C, Metropolitan Therapy Associates C.
| 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% | yes |
| 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 |
The top 10% are the 658 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| ReBalance NYC | 2 m | C | no |
| Vein Specialist Centers - Manhattan | 2 m | F | yes |
| Naomi Feuer | 2 m | D | no |
| Madison Avenue Cardiovascular: Mark Meyer, MD, FACP, FACC | 3 m | C | yes |
| Radiance Aesthetics & Wellness | 6 m | C | yes |
| Orthodontics Center of NYC | 6 m | C | no |
| Eastside Gynecology | 13 m | B | yes |
| Kalsow Plastic Surgery | 14 m | B | yes |
| Cheung Aesthetics and Wellness | 14 m | F | no |
| The Juventus Clinic | 15 m | D | no |
Businesses like Matthew R. Kohler 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 | 6,357 | 49% | 19% | 56.9% |
The best of the businesses of the same kind in New York dentists, clinics and vets
Central Park Orthodontics A 95.4% · Cosmetic Dentistry NY- Dr. Viviane Trinh - Dentist A 95.4% · Pro Motion Physical Therapy A 95.4% · Sutton Animal Hospital A 95.4% · Premier Dermatology and Aesthetics A 93.8%
After the top fixes
With the fix above (The site turns away every visitor that isn't a browser, AI agents included), the score would be about 95.4%, which would be first of 6,357 in New York dentists, clinics and vets.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
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 (challenge:attention required). 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. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in New York dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- Structured data found (LocalBusiness) address, phone, opening hours
- List of services and prices is an HTML page Agents can read the items and prices.
- Appointments on your own site Agents can book an appointment without going through a marketplace.
Builder: unknown · A plain fetch got challenge:attention required; a real browser got the page, so the scan continues on the rendered page.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/ospinamedical.com"><img src="https://directindex.org/badge/ospinamedical.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Matthew R. Kohler
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/ospinamedical.com, through the MCP tool direct_record and in the city feed /city/new-york-clinics/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | ospinamedical.com/contact-us own site | found by the scan of 2026-10-23, not yet tested |
| Order | none on record | |
| Menu | ospinamedical.com/services/joint-procedures/viscosupplementa html_page | from the scan |
| Hours | none on record | |
| Phone | +12127150888 |
Stable links that count: /go/ospinamedical.com/book, /go/ospinamedical.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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 challenge:attention required); Readable and Actionable were measured on the rendered page.
Not measured
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| JSON-LD for the business | yes |