# Chicago Neurological Services: Lenny Cohen: Agent-Direct Score B (78.5%)

Site: http://www.chicagoneurodoc.com
Report: https://directindex.org/r/cns-center.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chicago Neurological Services: Lenny Cohen is mostly ready for agents.
An AI assistant can open Chicago Neurological Services: Lenny Cohen's website. It can't find a 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://cns-center.com/book-online/ (on the business's own site)
- Phone: (773) 917-0653
- Address: 2219 W Belmont Ave, 60618, Chicago

## Nearby, also direct
Places near Chicago Neurological Services: Lenny Cohen that take a booking or an order on their own website, with no marketplace in between.
- Journey Physical Therapy (90 m): https://directindex.org/r/journeyphysicaltherapy.com
- Belmont and Western Dental Clinic (160 m): https://directindex.org/r/ekteraclinics.com
- Roscoe Village Animal Hospital (200 m): https://directindex.org/r/roscoevillageanimalhospital.com
- Peeled (220 m): https://directindex.org/r/glossgenius.com
- Ronald Zelikow DDS (260 m): https://directindex.org/r/ronaldzelikowdds.com

## What to fix first
- **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.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows +17739047101, but OpenStreetMap or Overture Maps lists (773) 917-0653. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Chicago Neurological Services: Lenny Cohen",
  "url": "http://www.chicagoneurodoc.com",
  "telephone": "(773) 917-0653",
  "address": "2219 W Belmont Ave, 60618, Chicago",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.93930792031577,
    "longitude": -87.68412571344831
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cns-center.com/book-online/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
125 of 1833 in Chicago dentists, clinics and vets. Top 7% 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 | 98% | yes |
| Publish the menu or price list as HTML | 8% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 30% | yes |

Nearest places in the index: CNS Center - Hyperbaric (C, 19 m, https://directindex.org/r/chicagohyperbaric.com); Journey Physical Therapy (B, 92 m, https://directindex.org/r/journeyphysicaltherapy.com); Belmont and Western Dental Clinic (C, 164 m, https://directindex.org/r/ekteraclinics.com); Roscoe Village Animal Hospital (B, 202 m, https://directindex.org/r/roscoevillageanimalhospital.com); Peeled (C, 220 m, https://directindex.org/r/glossgenius.com); Ronald Zelikow DDS (C, 258 m, https://directindex.org/r/ronaldzelikowdds.com); Erin Anderson & Associates (F, 413 m, https://directindex.org/r/erinandersonassociates.com); Roscoe Village Family Medicine (D, 422 m, https://directindex.org/r/roscoevillagefamilymedicine.com); Park Family Dental (F, 444 m, https://directindex.org/r/theparkfamilydental.com); Brushin' on Belmont (B, 461 m, https://directindex.org/r/brushinonbelmont.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 57% (28% A or B, 145483 sites); This site 78.5%.

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

## Businesses like Chicago Neurological Services: Lenny Cohen in Chicago dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago dentists, clinics and vets | 1833 | 51% | 21% | 78.5% |
| Sites built with WordPress in Chicago dentists, clinics and vets | 808 | 59% | 31% | 78.5% |

The best of the sites built with WordPress in Chicago dentists, clinics and vets: Doctores y Mas Quiropractico de Accidentes en Chicago IL (A 95.4%, https://directindex.org/r/doctoresymas.com); Modern Smiles (A 95.4%, https://directindex.org/r/modernsmileschicago.com); Tca Health | Chatham Wic (A 90.8%, https://directindex.org/r/tcahealth.org); Compassionate Veterinary Hospice (A 87.7%, https://directindex.org/r/pethospicechicago.com); Ivy Rehab Physical Therapy (A 86.2%, https://directindex.org/r/ivyrehab.com).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 1,833 in Chicago dentists, clinics and vets.

## The direct record
What agents get for Chicago Neurological Services: Lenny Cohen, as JSON: https://directindex.org/api/direct/cns-center.com
- Book: https://cns-center.com/book-online/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (773) 917-0653
- Stable links that count: https://directindex.org/go/cns-center.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

Found one hop past the home page: booking page /book-online/: booking via vagaro.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 11 | 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/cns-center.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: 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: 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/cns-center.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/cns-center.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=cns-center.com&force=1