# Childrens Hospital Los Angeles Medical Group: Agent-Direct Score F (16.9%)

Site: http://www.ucmg.org
Report: https://directindex.org/r/chla.org
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.)
Childrens Hospital Los Angeles Medical Group is largely invisible to agents.
AI assistants can't open Childrens Hospital Los Angeles Medical Group's website, so they go by what other sites say about it.

## Direct links
- Phone: 13233612336
- Address: 3701 Wilshire Blvd  Ste 600, 90010-2814, Los Angeles

## Nearby, also direct
Places near Childrens Hospital Los Angeles Medical Group that take a booking or an order on their own website, with no marketplace in between.
- 웨이브 성형외과 & 피부 레이저센터 (180 m): https://directindex.org/r/waveplasticsurgery.com
- Children's Dentistry and Braces (220 m): https://directindex.org/r/losangelespediatricdentalcenter.com
- Bmb Medical Group, Inc (420 m): https://directindex.org/r/bmbmedical.net

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+21.3 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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.** (no points, but worth doing) 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
- **The phone number on the site doesn't match the open map data.** The site shows +1-323-660-2450, but OpenStreetMap or Overture Maps lists 13233612336. 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": "Childrens Hospital Los Angeles Medical Group",
  "url": "http://www.ucmg.org",
  "telephone": "13233612336",
  "address": "3701 Wilshire Blvd  Ste 600, 90010-2814, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.062391,
    "longitude": -118.306969
  }
}
</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: /
```

## Already right
- **Structured data found (LocalBusiness).** no address, phone or hours in it

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

| 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 | 17% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Green Dental General & Cosmetic (F, 53 m, https://directindex.org/r/lagreendental.com); Nobel Dentistry (D, 143 m, https://directindex.org/r/nobeldds.com); 웨이브 성형외과 & 피부 레이저센터 (B, 180 m, https://directindex.org/r/waveplasticsurgery.com); Smile World Orthodontics (F, 206 m, https://directindex.org/r/alohasmileworld.com); Kwon Orthodontics (C, 206 m, https://directindex.org/r/kwonorthodontics.com); Children's Dentistry and Braces (F, 215 m, https://directindex.org/r/losangelespediatricdentalcenter.com); Min Phillip S Dds (F, 224 m, https://directindex.org/r/phillipsmindds.com); One Dental Specialties (F, 231 m, https://directindex.org/r/onedentalspecialties.com); Bmb Medical Group, Inc (F, 418 m, https://directindex.org/r/bmbmedical.net); Voc-rehab Consulting Group Inc (F, 448 m, https://directindex.org/r/vocationalconsulting.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.

The assistants were asked 12 everyday questions about Los Angeles dentists, clinics and vets and named 61 places. Childrens Hospital Los Angeles Medical Group wasn't one of them. See who was named: https://directindex.org/city/los-angeles-clinics/recommended


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

## Businesses like Childrens Hospital Los Angeles Medical Group in Los Angeles dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles dentists, clinics and vets | 118 | 51% | 25% | 16.9% |

The best of the businesses of the same kind in Los Angeles dentists, clinics and vets: 395 Implants (A 86.2%, https://directindex.org/r/395implants.com); Brentwood LA Orthodontics | Dr. Amir Dadgar-Yeganeh (A 86.2%, https://directindex.org/r/brentwoodlaorthodontics.com); Del Rey Dental (B 84.6%, https://directindex.org/r/delreydental.com); Dr. Borzoo Ahmadi DDS (B 84.6%, https://directindex.org/r/labeverlyhillsdentist.com); Van Dyke Yun Dermatology (B 84.6%, https://directindex.org/r/vdyderm.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; No list of services and prices found), the score would be about 80.5%. That would be 6th of 118 in Los Angeles dentists, clinics and vets, up from not ranked today.

## The direct record
What agents get for Childrens Hospital Los Angeles Medical Group, as JSON: https://directindex.org/api/direct/chla.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 13233612336

## 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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

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