# Hadi Medical Group - Brooklyn: Agent-Direct Score B (81.1%)

Site: https://hadimedicalgroup.com/locations/brooklyn/
Report: https://directindex.org/r/hadipainassociates.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Hadi Medical Group - Brooklyn is mostly ready for agents.

## Direct links
- Book directly: https://hadipainassociates.com/appointments/ (on the business's own site)
- Menu: https://hadipainassociates.com/services/pain-management/viscosupplementation/
- Phone: +1-347-627-4705

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Hadi Medical Group - Brooklyn",
  "url": "https://hadimedicalgroup.com/locations/brooklyn/",
  "telephone": "+1-347-627-4705",
  "email": "info@hadimedicalgroup.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Eastern Parkway 1893",
    "postalCode": "11233",
    "addressLocality": "Brooklyn"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6770144,
    "longitude": -73.9082895
  },
  "openingHours": "Mo,We 09:30-16:00; Th 10:00-15:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Wednesday"
      ],
      "opens": "09:30",
      "closes": "16:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday"
      ],
      "opens": "10:00",
      "closes": "15:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://hadipainassociates.com/appointments/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Hadi Medical Group - Brooklyn

> physician in Eastern Parkway 1893 11233 Brooklyn, New York dentists, clinics and vets. Phone +1-347-627-4705.

## Book or order directly

- Book: https://hadipainassociates.com/appointments/ (on the business's own site)
- Menu: https://hadipainassociates.com/services/pain-management/viscosupplementation/

## Opening hours

Mo,We 09:30-16:00; Th 10:00-15:00

## About

- Website: https://hadimedicalgroup.com/locations/brooklyn/
- 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 key AI user agents.
- **Structured data present (Organization).** but without address, phone or hours
- **List of services and prices is an HTML page.** Agents can read items and prices directly.
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.

## Since the scan of 2026-10-14 (D then)
- Fixed: No structured data for the business; No booking or ordering path at all
- New: Structured data was incomplete

## Where it stands
38 of 662 in New York dentists, clinics and vets. Top 6% 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% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | no |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Doral Health & Wellness (C, 733 m, https://directindex.org/r/doralhw.org); AdvantageCare Physicians East New York Medical Office (C, 1023 m, https://directindex.org/r/acpny.com); Jaideep Chopra, DPM (C, 2616 m, https://directindex.org/r/jaideepchopradpmpc.com); Jag-One Phyiscal Therapy (C, 2628 m, https://directindex.org/r/jagpt.com); The Neighborhood Vet (C, 2656 m, https://directindex.org/r/theneighborhoodvet.org); Ridgewood Pediatrics (C, 3197 m, https://directindex.org/r/ridgewoodpeds.com); After Hours Project (C, 3223 m, https://directindex.org/r/afterhoursproject.org); Triborough GI Gastroenterology (B, 3247 m, https://directindex.org/r/triboroughgi.com); Quality Care Physical Therapy (F, 3252 m, https://directindex.org/r/qualitycarephysicaltherapy.com); DocCare (C, 3261 m, https://directindex.org/r/doccareny.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.

Score over 2 scans since 2026-10-14: 2026-10-14 49%, 2026-10-15 81%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 81.1%.

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

## Businesses like Hadi Medical Group - Brooklyn 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 | 662 | 51% | 29% | 81.1% |
| Built with WordPress in New York dentists, clinics and vets | 318 | 67% | 47% | 81.1% |

The best of Built with WordPress 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 (Structured data is incomplete; The server turns AI crawlers away at the door) the score would be about 95.4%: first of 662 in New York dentists, clinics and vets.

## The direct record
What agents get for Hadi Medical Group - Brooklyn, as JSON: https://directindex.org/api/direct/hadipainassociates.com
- Book: https://hadipainassociates.com/appointments/ (own site; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: https://hadipainassociates.com/services/pain-management/viscosupplementation/ (html_page; from the scan)
- Hours: Mo,We 09:30-16:00; Th 10:00-15:00 (closed now) (from OpenStreetMap)
- Phone: +1-347-627-4705
- Stable links that count: https://directindex.org/go/hadipainassociates.com/book, https://directindex.org/go/hadipainassociates.com/menu

## 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

Found one hop past the home page: booking page /appointments/: business JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 16 | 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/hadipainassociates.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

Deep report: https://directindex.org/r/hadipainassociates.com/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=hadipainassociates.com&force=1