# Neurology Associates Group: Agent-Direct Score D (49.7%)

Site: http://citimed.com
Report: https://directindex.org/r/citimed.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Neurology Associates Group is hard for agents to use.
Some AI assistants are turned away by Neurology Associates Group's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: (305) 573-4745

## What to fix first

- **No online booking link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page. 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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 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 llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Neurology Associates Group",
  "url": "http://citimed.com",
  "telephone": "(305) 573-4745",
  "address": "2002 Biscayne Blvd, 33137, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.795635202282458,
    "longitude": -80.18925841036217
  }
}
</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.

```
# Neurology Associates Group

> organization in 2002 Biscayne Blvd, 33137, Miami, Miami dentists, clinics and vets. Phone (305) 573-4745.

## About

- Website: http://citimed.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 got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
1566 of 2809 in Miami dentists, clinics and vets. Top 56% 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 | 100% | no |
| Publish the menu or price list as HTML | 5% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | no |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 41% | no |

Nearest places in the index: Adriana Escandon Md (D, 226 m, https://directindex.org/r/mysleepdoc.com); Center for Excellence in Dentistry (F, 230 m, https://directindex.org/r/theonewellnesscenter.com); Just Psych (F, 271 m, https://directindex.org/r/justpsych.com); The One Tribe (C, 322 m, https://directindex.org/r/theonetribe.com); Holistic Veterinary Services (C, 371 m, https://directindex.org/r/hvsvet.com); Healing Hands Therapeutic Massage (B, 387 m, https://directindex.org/r/healing-hands.us); Dr. Julio E. Hernandez, DMD (C, 478 m, https://directindex.org/r/vikaramiami.com); Helpet Veterinary Center (D, 544 m, https://directindex.org/r/helpet.us); Shahriar Shahzeidi (F, 547 m, https://directindex.org/r/lmgdoctors.com); Friedman Dental Group (C, 562 m, https://directindex.org/r/friedmandentalgroup.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 WordPress 58% (30% A or B, 68857 sites); This site 49.7%.

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

## Businesses like Neurology Associates 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% | 49.7% |
| Sites built with WordPress in Miami dentists, clinics and vets | 1319 | 61% | 36% | 49.7% |

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 (No online booking link on the website; No list of services and prices found; Structured data is incomplete), the score would be about 89.7%. That would be 5th of 2,809 in Miami dentists, clinics and vets, up from 1566th.

## The direct record
What agents get for Neurology Associates Group, as JSON: https://directindex.org/api/direct/citimed.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (305) 573-4745

## 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 | 21.3 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 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/citimed.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

Keep watching this business (https://directindex.org/r/citimed.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/citimed.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=citimed.com&force=1