The Direct Index
Report · austin clinics · scanned 2026-10-14

Rose Dental Group

rosedental.com is mostly ready for agents.

Book directly: www.rosedental.com/location-selection/ on the business's own site

See what an AI agent reads on this site →

B
70%

56 of 80 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.

Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. 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 with services and prices as text and link it from the homepage. How to fix it

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. How to fix it

  3. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

No one is listed yet to fix this in Austin dentists, clinics and vets. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.

Structured data (JSON-LD)

One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Dentist",
  "name": "Rose Dental Group",
  "url": "https://www.rosedental.com",
  "telephone": "+1-512-795-0008",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Parmer Lane 1450",
    "postalCode": "78727",
    "addressLocality": "Austin"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.4111568,
    "longitude": -97.6852162
  },
  "openingHours": "Mo-Fr 08:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "17:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.rosedental.com/location-selection/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# Rose Dental Group

> dentist in West Parmer Lane 1450 78727 Austin, Austin dentists, clinics and vets. Phone +1-512-795-0008.

## Book or order directly

- Book: https://www.rosedental.com/location-selection/ (on the business's own site)

## Opening hours

Mo-Fr 08:00-17:00

## About

- Website: https://www.rosedental.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

18 of 174 in Austin dentists, clinics and vets

Top 10% of the sites scanned in this index. Just above: Morgan Dental B, River Place Dental B. Just below: myDental at Tech Ridge B, Austin Dental C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain89%yes
Publish the menu or price list as HTML11%no
Let AI crawlers in (no edge block, no robots.txt block)94%yes
Structured data with address, phone and hours39%no
Have an llms.txt22%no

The top tenth is the 18 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 35,830 sites57%26%70%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Luv Braces364 mCno
Texas Physical Therapy Specialists537 mCno
Austin Vet Care @ Metric614 mFno
myDental at Tech Ridge890 mByes
Tech Ridge Dental1.2 kmFno
Parmer Lane Orthodontics1.3 kmDno
CareNow Urgent Care - Tech Ridge1.3 kmFno
Crestview Veterinary Clinic at Tech Ridge1.4 kmByes
Austin Dental1.5 kmCyes
Austin Diagnostic Clinic1.8 kmDno
Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/rosedental.com"><img src="https://directindex.org/badge/rosedental.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Send the fixes to your web person
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