# Dr Brendan Cronin: Agent-Direct Score B (75.4%)

Site: http://www.drbrendancronin.com.au/pterygium
Report: https://directindex.org/r/drbrendancronin.com.au
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dr Brendan Cronin is mostly ready for agents.
An AI assistant can open Dr Brendan Cronin'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://drbrendancronin.com.au/contact-us/ (on the business's own site)
- Phone: (07) 3239 5000

## 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.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## 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": "Organization",
  "name": "Dr Brendan Cronin",
  "url": "http://www.drbrendancronin.com.au/pterygium",
  "telephone": "(07) 3239 5000",
  "address": "140 Melbourne St, 4101, South Brisbane",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -27.476030115471264,
    "longitude": 153.0153447339344
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://drbrendancronin.com.au/contact-us/",
        "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 (Organization).** no address, phone or hours in it
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
453 of 2436 in Brisbane dentists, clinics and vets. Top 19% 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 | 100% | yes |
| Publish the menu or price list as HTML | 7% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 44% | no |
| Have an llms.txt | 33% | yes |

Nearest places in the index: Pane Dr Anthony Queensland Eye Institute (B, 15 m, https://directindex.org/r/qei.org.au); Cordelia Dermatology (D, 23 m, https://directindex.org/r/cordeliadermatology.com.au); Benita Red (B, 58 m, https://directindex.org/r/benitared.com); Melbourne St Dental Studio (D, 68 m, https://directindex.org/r/melbournestdentalstudio.com.au); Your Health Now (D, 200 m, https://directindex.org/r/yourhealthnow.com.au); Queensland Institute Of Dermatology (C, 265 m, https://directindex.org/r/qiderm.com.au); Family Dental Clinic West End (B, 312 m, https://directindex.org/r/familydentalclinicwestend.com.au); Skin Partners (B, 325 m, https://directindex.org/r/skinpartners.com.au); West End Osteopathic Clinic (F, 334 m, https://directindex.org/r/westendosteopathy.com.au); Brisbane Physiotherapy & Podiatry (B, 345 m, https://directindex.org/r/brisbanephysiotherapy.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.


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

## Businesses like Dr Brendan Cronin in Brisbane dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Brisbane dentists, clinics and vets | 2436 | 58% | 33% | 75.4% |

The best of the businesses of the same kind in Brisbane dentists, clinics and vets: Queensland Skin Cancer Clinic (A 95.4%, https://directindex.org/r/qskin.com.au); Westlake Dental (A 95.4%, https://directindex.org/r/westlakedental.com.au); Redland Bay Family Practice (A 93.8%, https://directindex.org/r/redlandbaysurgery.com.au); Vets in Zillmere (A 93.8%, https://directindex.org/r/vetsinzillmere.com.au); Aperture Dental Practice (A 90.8%, https://directindex.org/r/aperturedental.com.au).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 2,436 in Brisbane dentists, clinics and vets.

## The direct record
What agents get for Dr Brendan Cronin, as JSON: https://directindex.org/api/direct/drbrendancronin.com.au
- Book: https://drbrendancronin.com.au/contact-us/ (own site; found by the scan of 2026-10-18, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (07) 3239 5000
- Stable links that count: https://directindex.org/go/drbrendancronin.com.au/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): 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

Found one hop past the home page: contact page /about/: booking link (other), ordering link (other); booking page /contact-us/: WhatsApp.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 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/drbrendancronin.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/drbrendancronin.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/drbrendancronin.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=drbrendancronin.com.au&force=1