# Peter Mac Radiation Oncology Practice: Agent-Direct Score C (63.5%)

Site: http://www.petermac.org
Report: https://directindex.org/r/petermac.org
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.)
Peter Mac Radiation Oncology Practice is partly visible to agents.
Some AI assistants are turned away by Peter Mac Radiation Oncology Practice's website. It can read what Peter Mac Radiation Oncology Practice offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.petermac.org/patients-and-carers/treatments (on the business's own site)
- Order directly: https://www.petermac.org/research/clinical-research/current-allied-health-clinical-research-studies/nutrition-research/exploring-current-service-delivery-and-nutritional-needs-of-adolescents-young-adults-aya-with-cancer (on the business's own site)
- Menu: https://www.petermac.org/patients-and-carers/information-and-resources/health-management-and-wellness/wellbeing-and-complementary-therapies
- Phone: (03) 9895 7662

## What to fix first

- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 points) 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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Peter Mac Radiation Oncology Practice",
  "url": "http://www.petermac.org",
  "telephone": "(03) 9895 7662",
  "address": "33 Nelson Rd, 3128, Box Hill",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.814578308381336,
    "longitude": 145.11921783532594
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.petermac.org/patients-and-carers/treatments",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.petermac.org/research/clinical-research/current-allied-health-clinical-research-studies/nutrition-research/exploring-current-service-delivery-and-nutritional-needs-of-adolescents-young-adults-aya-with-cancer",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</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: /
```

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

```
# Peter Mac Radiation Oncology Practice

> organization in 33 Nelson Rd, 3128, Box Hill, Melbourne dentists, clinics and vets. Phone (03) 9895 7662.

## Book or order directly

- Book: https://www.petermac.org/patients-and-carers/treatments (on the business's own site)
- Order: https://www.petermac.org/research/clinical-research/current-allied-health-clinical-research-studies/nutrition-research/exploring-current-service-delivery-and-nutritional-needs-of-adolescents-young-adults-aya-with-cancer (on the business's own site)
- Menu: https://www.petermac.org/patients-and-carers/information-and-resources/health-management-and-wellness/wellbeing-and-complementary-therapies

## About

- Website: http://www.petermac.org
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **Structured data found (Organization).** no address, phone or hours in it
- **List of services and prices is an HTML page.** Agents can read the items and prices.
- **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
1635 of 4303 in Melbourne dentists, clinics and vets. Top 38% 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 | 5% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 33% | no |

Nearest places in the index: Chong Dental (B, 773 m, https://directindex.org/r/chongdentalsurgery.com.au); Box Hill Medical Centre (C, 882 m, https://directindex.org/r/bhmc.com.au); Elgar Road Veterinary Hospital (B, 1180 m, https://directindex.org/r/elgarvet.com.au); Mont Albert Dental Surgery (F, 1343 m, https://directindex.org/r/montalbertdentalsurgery.com.au); Belmore Road Medical Centre (D, 1892 m, https://directindex.org/r/belmoreroadmedicalcentre.com.au); Surrey Hills Medical Centre (D, 1950 m, https://directindex.org/r/shmc.com.au); Surrey Hills Family Dental Clinic (C, 2081 m, https://directindex.org/r/surreyhillsdental.com.au); Wattle Park Dentist (B, 2663 m, https://directindex.org/r/wattleparkdental.com.au); Balwyn Sports and Physiotherapy Centre (C, 2874 m, https://directindex.org/r/balwynsportsphysio.com.au); Blackburn Dental Group (B, 3070 m, https://directindex.org/r/blackburndental.com.au).

## 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/petermac.org/agent-view

## Businesses like Peter Mac Radiation Oncology Practice in Melbourne dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne dentists, clinics and vets | 4303 | 59% | 34% | 63.5% |

The best of the businesses of the same kind in Melbourne dentists, clinics and vets: Bellevue Podiatry (A 95.4%, https://directindex.org/r/bellevuepodiatry.com.au); Clover Dental (A 95.4%, https://directindex.org/r/cloverdental.com.au); Dentists of Alphington (A 93.8%, https://directindex.org/r/dentistsofalphington.com.au); Doctors of South Melbourne (A 93.8%, https://directindex.org/r/doctorsofsouthmelbourne.com.au); Keysborough Veterinary Practice (A 90.8%, https://directindex.org/r/keysivet.com.au).

With the three fixes above (The server turns AI crawlers away at the door; Structured data is incomplete; robots.txt blocks GPTBot, ClaudeBot, Google-Extended), the score would be about 95.4%, which would be first of 4,303 in Melbourne dentists, clinics and vets.

## The direct record
What agents get for Peter Mac Radiation Oncology Practice, as JSON: https://directindex.org/api/direct/petermac.org
- Book: https://www.petermac.org/patients-and-carers/treatments (own site; found by the scan of 2026-10-18, not yet tested)
- Order: https://www.petermac.org/research/clinical-research/current-allied-health-clinical-research-studies/nutrition-research/exploring-current-service-delivery-and-nutritional-needs-of-adolescents-young-adults-aya-with-cancer (own site; found by the scan of 2026-10-18, not yet tested)
- Menu: https://www.petermac.org/patients-and-carers/information-and-resources/health-management-and-wellness/wellbeing-and-complementary-therapies (html_page; from the scan)
- Hours: none on record
- Phone: (03) 9895 7662
- Stable links that count: https://directindex.org/go/petermac.org/book, https://directindex.org/go/petermac.org/order, https://directindex.org/go/petermac.org/menu

## 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 /contact-us: business JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 11.3 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 2 of 5, Bot-Aware. Cloudflare's report: https://isitagentready.com/petermac.org
- 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: yes
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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/petermac.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/petermac.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=petermac.org&force=1