# QML Pathology: Agent-Direct Score C (65%)

Site: https://www.qml.com.au/locations/palm-beach-k47
Report: https://directindex.org/r/qml.com.au
Scanned: 2026-11-13 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
QML Pathology is partly visible to agents.
An AI assistant can open QML Pathology'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://bookings.qml.com.au/ (on the business's own site)
- Order directly: https://www.qml.com.au/clinicians/referral-pads (on the business's own site)
- Phone: +61 7 2146 3500

## Nearby, also direct
Places near QML Pathology that take a booking or an order on their own website, with no marketplace in between.
- Prime Health (10 m): https://directindex.org/r/phfmc.com.au
- Divine Dental Centre (10 m): https://directindex.org/r/divinedentalcentre.com.au
- Summit Physiotherapy (70 m): https://directindex.org/r/summitphysio.com.au
- After Hours Doctor (90 m): https://directindex.org/r/afterhoursdoctor.com
- Palm Beach Dental (150 m): https://directindex.org/r/palmbeachdental.com.au

## 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": "Physician",
  "name": "QML Pathology",
  "url": "https://www.qml.com.au/locations/palm-beach-k47",
  "telephone": "+61 7 2146 3500",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -28.1213524,
    "longitude": 153.4708856
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bookings.qml.com.au/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.qml.com.au/clinicians/referral-pads",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</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 (MedicalClinic).** address, phone
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
258 of 603 in Gold Coast dentists, clinics and vets. Top 43% 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 | 79% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 39% | yes |

Nearest places in the index: Prime Health (C, 6 m, https://directindex.org/r/phfmc.com.au); Divine Dental Centre (C, 8 m, https://directindex.org/r/divinedentalcentre.com.au); Summit Physiotherapy (B, 74 m, https://directindex.org/r/summitphysio.com.au); After Hours Doctor (B, 85 m, https://directindex.org/r/afterhoursdoctor.com); Palm Beach Dental (B, 151 m, https://directindex.org/r/palmbeachdental.com.au); Dental Haus (B, 184 m, https://directindex.org/r/dentalhaus.com.au); Oasis Dental (A, 247 m, https://directindex.org/r/oasisdentalstudio.com.au); Active Hand Therapy (D, 260 m, https://directindex.org/r/activehandtherapy.com.au); Palm Beach Physiotherapy (B, 267 m, https://directindex.org/r/palmbeachphysiotherapy.com.au); Integrate Physio (B, 287 m, https://directindex.org/r/tyba.physio).

## 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.

Recommended when people ask: "A blood test tomorrow morning without a referral. Where can I book?" (Gemini)


Compared with its peers: Sites built with Webflow 56% (23% A or B, 10802 sites); This site 65%.

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

## Named by Gemini for "A blood test tomorrow morning without a referral. Where can I book?" in Gold Coast dentists, clinics and vets, November 2026
- "A blood test tomorrow morning without a referral. Where can I book?" (2026-11-13): Gemini with a link to this site. https://directindex.org/city/gold-coast-clinics/recommended/blood-test
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/qml.com.au.svg

## Businesses like QML Pathology in Gold Coast dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Gold Coast dentists, clinics and vets | 603 | 59% | 38% | 65% |
| Sites built with Webflow in Gold Coast dentists, clinics and vets | 9 | 57% | 33% | 65% |

The best of the sites built with Webflow in Gold Coast dentists, clinics and vets: Hart and Sole Podiatry (B 80%, https://directindex.org/r/hartandsolepodiatry.com.au); Summit Physiotherapy (B 77.5%, https://directindex.org/r/summitphysio.com.au); Physio Labs Coolangatta (B 74.9%, https://directindex.org/r/physiolabs.com.au); Next Practice Burleigh Waters (C 55.4%, https://directindex.org/r/nextpracticehealth.com); Ramsay Clinic Gold Coast (D 53.8%, https://directindex.org/r/ramsaymentalhealth.com.au).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 77.5%. That would be 94th of 603 in Gold Coast dentists, clinics and vets, up from 258th.

This site appears in 2 cities (2 places on qml.com.au). https://directindex.org/brand/qml.com.au

## The direct record
What agents get for QML Pathology, as JSON: https://directindex.org/api/direct/qml.com.au
- Book: https://bookings.qml.com.au/ (own site; could not verify: failed (2026-11-13))
- Order: https://www.qml.com.au/clinicians/referral-pads (own site; found by the scan of 2026-11-13, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +61 7 2146 3500
- Stable links that count: https://directindex.org/go/qml.com.au/book, https://directindex.org/go/qml.com.au/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 15 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/qml.com.au
- 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/qml.com.au/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/qml.com.au/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=qml.com.au&force=1