# Millennium Park Medical Associates: Agent-Direct Score B (76.9%)

Site: http://www.mparkmed.com
Report: https://directindex.org/r/mparkmed.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.)
Millennium Park Medical Associates is mostly ready for agents.
An AI assistant can open Millennium Park Medical Associates'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, through NexHealth.

## Direct links
- Book directly: https://app.nexhealth.com/appt/millennium-park-medical-associates-sc?lid=339385 (through nexhealth acting for the business)
- Phone: +13129771185
- Address: 30 S Michigan Ave Ste 500, 60603, Chicago

## Nearby, also direct
Places near Millennium Park Medical Associates that take a booking or an order on their own website, with no marketplace in between.
- Chicago Health And Wellness Alliance (50 m): https://directindex.org/r/docintheloop.com
- Dr Kevin Landers (60 m): https://directindex.org/r/cosmeticdentistchicago.com
- Chicago Hbot (60 m): https://directindex.org/r/hbotchicago.com
- Dentist On The Park (80 m): https://directindex.org/r/dentistonthepark.com
- Sonus Hearing Care Professionals (90 m): https://directindex.org/r/sonushearing.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
- **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

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

```
# Millennium Park Medical Associates

> medical clinic in 30 S Michigan Ave Ste 500, 60603, Chicago, Chicago dentists, clinics and vets. Phone +13129771185.

## Book or order directly

- Book: https://app.nexhealth.com/appt/millennium-park-medical-associates-sc?lid=339385 (through nexhealth acting for the business)

## About

- Website: http://www.mparkmed.com
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (MedicalClinic).** address, phone, opening hours
- **Appointments through nexhealth on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
160 of 1833 in Chicago dentists, clinics and vets. Top 9% 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 | 7% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 43% | yes |
| Have an llms.txt | 29% | no |

Nearest places in the index: Chicago Health And Wellness Alliance (B, 52 m, https://directindex.org/r/docintheloop.com); Dr Kevin Landers (B, 62 m, https://directindex.org/r/cosmeticdentistchicago.com); Chicago Hbot (C, 63 m, https://directindex.org/r/hbotchicago.com); Dentist On The Park (B, 75 m, https://directindex.org/r/dentistonthepark.com); Sonus Hearing Care Professionals (C, 87 m, https://directindex.org/r/sonushearing.com); Dentistry at Millennium Park (D, 89 m, https://directindex.org/r/datmp.com); Dura Llc (B, 93 m, https://directindex.org/r/mydura.org); SoniK Hearing Care Services (F, 98 m, https://directindex.org/r/sonikhearing.com); East Loop Dental (B, 99 m, https://directindex.org/r/eastloopdental.com); Aid For Women (B, 99 m, https://directindex.org/r/aidforwomen.org).

## 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); Sites using NexHealth 61% (12% A or B, 50 sites); This site 76.9%.

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

## Businesses like Millennium Park Medical Associates 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% | 76.9% |
| Sites built with WordPress in Chicago dentists, clinics and vets | 841 | 59% | 31% | 76.9% |
| Sites using NexHealth in Chicago dentists, clinics and vets | 49 | 63% | 29% | 76.9% |
| Sites built with WordPress and using NexHealth in Chicago dentists, clinics and vets | 44 | 63% | 25% | 76.9% |

The best of the sites built with WordPress and using NexHealth in Chicago dentists, clinics and vets: Smile Innovations Of Chicago (B 76.9%, https://directindex.org/r/jeffersonpark.dentist); Tilden Dental Group (B 76.9%, https://directindex.org/r/drtilden.com); All Star Dental Clinic (B 75.4%, https://directindex.org/r/allstardentalclinic.com); Beverly Smiles Family Dental (B 75.4%, https://directindex.org/r/beverlysmileschicago.com); EC Care Dental Center,PC (B 75.4%, https://directindex.org/r/associatesfordentalcare.com).

With the fix above (No list of services and prices found), the score would be about 87.7%. That would be 6th of 1,833 in Chicago dentists, clinics and vets, up from 160th.

## The direct record
What agents get for Millennium Park Medical Associates, as JSON: https://directindex.org/api/direct/mparkmed.com
- Book: https://app.nexhealth.com/appt/millennium-park-medical-associates-sc?lid=339385 (vendor on own site: NexHealth; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +13129771185
- Stable links that count: https://directindex.org/go/mparkmed.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
- Vendor terms for agents, NexHealth: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 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/mparkmed.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: yes
- 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/mparkmed.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/mparkmed.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=mparkmed.com&force=1