# Dr. Linh Luu: Agent-Direct Score B (80%)

Site: https://greaterhoustonpediatricdentistry.com
Report: https://directindex.org/r/greaterhoustonpediatricdentistry.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.)
Dr. Linh Luu is mostly ready for agents.
An AI assistant can open Dr. Linh Luu'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://www.greaterhoustonpediatricdentistry.com/contact (on the business's own site)
- Phone: 17134645437
- Address: 9742 Katy Fwy  Ste 500, Houston 77055-6218

## Nearby, also direct
Places near Dr. Linh Luu that take a booking or an order on their own website, with no marketplace in between.
- Bunker Hill Pediatric Dentistry (20 m): https://directindex.org/r/greaterhoustonpediatricdentistry.com
- Spring Branch Dental Group (80 m): https://directindex.org/r/springbranchdentalgroup.com
- Sinada Dental (330 m): https://directindex.org/r/sinadadental.com
- Bunker Hill Dentistry (370 m): https://directindex.org/r/bunkerhilldentistry.com
- Removery Tattoo Removal & Fading (420 m): https://directindex.org/r/removery.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.** (+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": "Dr. Linh Luu",
  "url": "https://greaterhoustonpediatricdentistry.com",
  "telephone": "17134645437",
  "address": "9742 Katy Fwy  Ste 500, Houston 77055-6218",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 29.7862828,
    "longitude": -95.5343856
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.greaterhoustonpediatricdentistry.com/contact",
        "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, phone
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

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

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | yes |
| Publish the menu or price list as HTML | 6% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 44% | no |
| Have an llms.txt | 40% | yes |

Nearest places in the index: Bunker Hill Pediatric Dentistry (B, 17 m, https://directindex.org/r/greaterhoustonpediatricdentistry.com); Dr. Nadia Sledge and Dr. Jamie Danielides (D, 69 m, https://directindex.org/r/pearlevision.com); Spring Branch Dental Group (C, 79 m, https://directindex.org/r/springbranchdentalgroup.com); Sinada Dental (B, 331 m, https://directindex.org/r/sinadadental.com); Bunker Hill Dentistry (B, 365 m, https://directindex.org/r/bunkerhilldentistry.com); Removery Tattoo Removal & Fading (B, 415 m, https://directindex.org/r/removery.com); Covenant Physical Therapy (C, 616 m, https://directindex.org/r/covenantphysicaltherapy.com); HTX ENDODONOTICS (C, 772 m, https://directindex.org/r/htxendo.com); Dr Burzynski Cancer Clinic (D, 889 m, https://directindex.org/r/burzynskiclinic.com); Kids Developmental Clinic (F, 890 m, https://directindex.org/r/kidsdevelopmentalclinic.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 Houston dentists, clinics and vets and named 59 places. Dr. Linh Luu wasn't one of them. See who was named: https://directindex.org/city/houston-clinics/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); This site 80%.

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

## Businesses like Dr. Linh Luu in Houston dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Houston dentists, clinics and vets | 155 | 57% | 23% | 80% |

The best of the sites built with Wix in Houston dentists, clinics and vets: Texas, Sinus, Allergy, Snoring & Sleep Institute (B 84.6%, https://directindex.org/r/sinusmd.com); Advocate Pain Management Center (B 80%, https://directindex.org/r/advocatetx.com); Chester Wu, Md Psychiatry & Sleep Medicine (B 80%, https://directindex.org/r/chesterwumd.com); Darren Redman DDS (B 80%, https://directindex.org/r/redmansmiles.com); Dentini Pediatric Dentist (B 80%, https://directindex.org/r/dentinidentistry.com).

## The direct record
What agents get for Dr. Linh Luu, as JSON: https://directindex.org/api/direct/greaterhoustonpediatricdentistry.com
- Book: https://www.greaterhoustonpediatricdentistry.com/contact (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: 17134645437
- Stable links that count: https://directindex.org/go/greaterhoustonpediatricdentistry.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): 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

Found one hop past the home page: contact page /contact: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 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/greaterhoustonpediatricdentistry.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/greaterhoustonpediatricdentistry.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/greaterhoustonpediatricdentistry.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=greaterhoustonpediatricdentistry.com&force=1