# Madison Pine Dental Clinic: Agent-Direct Score C (60%)

Site: http://madisonpinedental.com/
Report: https://directindex.org/r/madisonpinedental.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.)
Madison Pine Dental Clinic is partly visible to agents.
An AI assistant can open Madison Pine Dental Clinic'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: +17732872277
- Address: 5470 W Madison St, Chicago 60644

## Nearby, also direct
Places near Madison Pine Dental Clinic that take a booking or an order on their own website, with no marketplace in between.
- All Star Dental Clinic (1.6 km): https://directindex.org/r/allstardentalclinic.com
- Harmony Family Dental (2.7 km): https://directindex.org/r/locasciofamilydentistry.com
- Companion Animal Hospital Oak Park (3.9 km): https://directindex.org/r/companionop.com
- New England Dental Group (4.3 km): https://directindex.org/r/onebeautifulsmile.com
- One Magnificent Smile (4.5 km): https://directindex.org/r/onemagnificentsmile.com

## 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.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Madison Pine Dental Clinic",
  "url": "http://madisonpinedental.com/",
  "telephone": "+17732872277",
  "address": "5470 W Madison St, Chicago 60644",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.88042761,
    "longitude": -87.76294441
  }
}
</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, phone

## Where it stands
Not ranked yet in Chicago dentists, clinics and vets.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| 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 | 40% | no |
| Have an llms.txt | 32% | yes |

Nearest places in the index: Madison Parkside Medical Center (C, 327 m, https://directindex.org/r/madisonracine.com); Primo Center for Women and Children (F, 380 m, https://directindex.org/r/primocenter.org); Genesis Orthopedics and Sports Medicine (C, 947 m, https://directindex.org/r/genesisortho.com); Austin Oasis (D, 1476 m, https://directindex.org/r/austinoasishc.com); All Star Dental Clinic (B, 1610 m, https://directindex.org/r/allstardentalclinic.com); Greenbax Health Solutions (D, 1999 m, https://directindex.org/r/greenbaxhealth.com); Harmony Family Dental (C, 2653 m, https://directindex.org/r/locasciofamilydentistry.com); Companion Animal Hospital Oak Park (B, 3902 m, https://directindex.org/r/companionop.com); New England Dental Group (C, 4283 m, https://directindex.org/r/onebeautifulsmile.com); One Magnificent Smile (D, 4495 m, https://directindex.org/r/onemagnificentsmile.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 Wix 52% (28% A or B, 48660 sites); This site 60%.

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

## Businesses like Madison Pine Dental Clinic in Chicago dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Chicago dentists, clinics and vets | 83 | 58% | 23% | 60% |

The best of the sites built with Wix in Chicago dentists, clinics and vets: Belmont / Harlem Surgery Center (B 80%, https://directindex.org/r/belmontharlemsurgery.com); Dr. Benson P. Yang, Md (B 80%, https://directindex.org/r/northwesternneurosurgical.com); Dura Llc (B 80%, https://directindex.org/r/mydura.org); East Loop Dental (B 80%, https://directindex.org/r/eastloopdental.com); Gabriela Jacovino Hypnosis (B 80%, https://directindex.org/r/gabrielajacovinohypnosis.com).

## The direct record
What agents get for Madison Pine Dental Clinic, as JSON: https://directindex.org/api/direct/madisonpinedental.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +17732872277

## 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): yes
- 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 | 25 | 25 |
| Readable | 12 | 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/madisonpinedental.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: 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/madisonpinedental.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/madisonpinedental.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=madisonpinedental.com&force=1