# MJ Medical & Dental Group: Agent-Direct Score C (66.2%)

Site: http://www.jmdentalgroup.com
Report: https://directindex.org/r/jmdentalgroup.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
MJ Medical & Dental Group is partly visible to agents.
Some AI assistants are turned away by the website of MJ Medical & Dental Group. It finds no 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://jmdentalgroup.com/contact-us/ (on the business's own site)
- Phone: +13055948666

## What to fix first

- **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User.** (+10 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **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
- **Structured data is incomplete.** (+2 points) Missing: address. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "ProfessionalService",
  "name": "MJ Medical & Dental Group",
  "url": "http://www.jmdentalgroup.com",
  "telephone": "+13055948666",
  "address": "1470 NW 107th Ave Ste G, 33172, Sweetwater",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.78769455,
    "longitude": -80.36990317
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://jmdentalgroup.com/contact-us/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

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

```
# MJ Medical & Dental Group

> professional service in 1470 NW 107th Ave Ste G, 33172, Sweetwater, Miami dentists, clinics and vets. Phone +13055948666.

## Book or order directly

- Book: https://jmdentalgroup.com/contact-us/ (on the business's own site)

## About

- Website: http://www.jmdentalgroup.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (ProfessionalService).** phone, opening hours
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.

## Where it stands
664 of 2809 in Miami dentists, clinics and vets. Top 24% 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 | 5% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | no |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 41% | no |

Nearest places in the index: Dr. Brunilda Ducellari (C, 209 m, https://directindex.org/r/miamifeet.com); Dr Tania Velez Calao, Md - Calata Medical Group (F, 309 m, https://directindex.org/r/calatamed.com); Vetco Vaccination Clinic (B, 336 m, https://directindex.org/r/petco.com); Manuel A. Garcia, Md (D, 388 m, https://directindex.org/r/manuelagarciamd.com); Miamidentist4u (C, 405 m, https://directindex.org/r/miamidentist4u.com); International Dental Care (B, 445 m, https://directindex.org/r/dentalinternationalcare.com); Doral Dental Studio (C, 671 m, https://directindex.org/r/doraldentalstudio.com); Oms Associates-dr. Ramon Perez-rosich, Board Certified Oral & Maxillofacial Surgery (C, 700 m, https://directindex.org/r/omsassociates.com); West Kendall Dental Associates (D, 701 m, https://directindex.org/r/westkendalldentalassociate.com); DMG Implants and Cosmetic Dentistry (B, 711 m, https://directindex.org/r/dmgdental.net).

## 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.


Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); This site 66.2%.

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

## Businesses like MJ Medical & Dental Group in Miami dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami dentists, clinics and vets | 2809 | 50% | 22% | 66.2% |
| Sites built with WordPress in Miami dentists, clinics and vets | 1319 | 61% | 36% | 66.2% |

The best of the sites built with WordPress in Miami dentists, clinics and vets: Alternative Medical Center (A 95.4%, https://directindex.org/r/kolas.com); Del Campo Dermatology & Laser Institute (A 95.4%, https://directindex.org/r/delcampoderm.com); Zayas Dental (A 90.8%, https://directindex.org/r/zayasdental.com); Aventura Dermatology (A 89.2%, https://directindex.org/r/aventuradermatology.com); Beachside Physical Therapy (A 86.2%, https://directindex.org/r/h2health.com).

With the three fixes above (robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User; No list of services and prices found; Structured data is incomplete) the score would be about 95.4%: first of 2,809 in Miami dentists, clinics and vets.

## The direct record
What agents get for MJ Medical & Dental Group, as JSON: https://directindex.org/api/direct/jmdentalgroup.com
- Book: https://jmdentalgroup.com/contact-us/ (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +13055948666
- Stable links that count: https://directindex.org/go/jmdentalgroup.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 | 15 | 25 |
| Readable | 13 | 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/jmdentalgroup.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: yes
- OAuth protected resource metadata: yes
- 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

Keep watching this business (https://directindex.org/r/jmdentalgroup.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/jmdentalgroup.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=jmdentalgroup.com&force=1