# ColumbiaDoctors West 86th Street: Agent-Direct Score C (63.1%)

Site: https://www.columbiadoctors.org/columbiadoctors-west-86th-street
Report: https://directindex.org/r/columbiadoctors.org
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
ColumbiaDoctors West 86th Street is partly visible to agents.

## Direct links
- Order directly: https://www.columbiadoctors.org/specialties/blood-disorders (on the business's own site)
- Phone: 8774265637

## 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). It is the one block every assistant reads first; 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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "ColumbiaDoctors West 86th Street",
  "url": "https://www.columbiadoctors.org/columbiadoctors-west-86th-street",
  "telephone": "8774265637",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West 86th Street 21",
    "postalCode": "10024",
    "addressLocality": "New York"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7859259,
    "longitude": -73.9703283
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.columbiadoctors.org/specialties/blood-disorders",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
246 of 669 in New York dentists, clinics and vets. Top 37% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 12% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Tree House Dentistry (C, 529 m, https://directindex.org/r/treehousedentalnyc.com); Brilliant Veterinary Care (D, 580 m, https://directindex.org/r/brilliantvets.com); Westside Veterinary Center (B, 600 m, https://directindex.org/r/westsidevetcenter.com); Gentle Dental (C, 613 m, https://directindex.org/r/interdent.com); Weill Cornell Medicine Primary Care (F, 658 m, https://directindex.org/r/weillcornell.org); Gotham Veterinary Center (F, 700 m, https://directindex.org/r/gothamvetcenter.com); Bond Vet (B, 722 m, https://directindex.org/r/bondvet.com); Spear Physical Thereapy (B, 724 m, https://directindex.org/r/spearcenter.com); Brick-Run (F, 756 m, https://directindex.org/r/brickrunsportspt.com); Recovery PT (B, 758 m, https://directindex.org/r/recoverypt.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

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

## Businesses like ColumbiaDoctors West 86th Street in New York dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York dentists, clinics and vets | 669 | 51% | 28% | 63.1% |

The best of Same kind in New York dentists, clinics and vets: Mount Vernon Neighborhood Health Network (A 90.8%, https://directindex.org/r/westchestercommunityhealthcenter.org); Russak Dermatology Clinic (A 89.2%, https://directindex.org/r/russakplus.com); Dental Associates of Jersey City (A 87.5%, https://directindex.org/r/dentalassociatesofjerseycity.com); House of Orthodontia (A 86.2%, https://directindex.org/r/houseoforthodontia.com); Jamaica Hillside Dialysis (A 86.2%, https://directindex.org/r/davita.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%: first of 669 in New York dentists, clinics and vets.

## The direct record
What agents get for ColumbiaDoctors West 86th Street, as JSON: https://directindex.org/api/direct/columbiadoctors.org
- Book: none on record
- Order: https://www.columbiadoctors.org/specialties/blood-disorders (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 8774265637
- Stable links that count: https://directindex.org/go/columbiadoctors.org/order

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## 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/columbiadoctors.org
- 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: yes
- 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

Deep report: https://directindex.org/r/columbiadoctors.org/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=columbiadoctors.org&force=1