# Hornsby Mall Medical Centre - Dr Md Aminur Rahman: Agent-Direct Score D (40%)

Site: http://www.hornsbymallmedical.com.au/
Report: https://directindex.org/r/hornsbymallmedical.com.au
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Hornsby Mall Medical Centre - Dr Md Aminur Rahman is hard for agents to use.
Some AI assistants are turned away by Hornsby Mall Medical Centre - Dr Md Aminur Rahman's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: 0284112373

## What to fix first

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Sydney, 69% of comparable sites that show a year say 2025 or later.

- **No online booking link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User.** (+10 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 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
- **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": "Hornsby Mall Medical Centre - Dr Md Aminur Rahman",
  "url": "http://www.hornsbymallmedical.com.au/",
  "telephone": "0284112373",
  "address": "Suite 1-2, 32 Florence Street, 2077, Hornsby",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.7038592,
    "longitude": 151.099356
  }
}
</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.

```
# Hornsby Mall Medical Centre - Dr Md Aminur Rahman

> organization in Suite 1-2, 32 Florence Street, 2077, Hornsby, Sydney dentists, clinics and vets. Phone 0284112373.

## About

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

## Already right
- **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

## Where it stands
3564 of 4387 in Sydney dentists, clinics and vets. Top 81% 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% | no |
| Publish the menu or price list as HTML | 3% | no |
| 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 | 38% | no |

Nearest places in the index: Gumguru Periodontics (D, 64 m, https://directindex.org/r/gumguruperiodontics.com.au); Piazza Dental (C, 65 m, https://directindex.org/r/piazzadental.com.au); Hornsby Cardiac Diagnostic Unit (F, 94 m, https://directindex.org/r/hornsbycardiac.com.au); The Madison Medical Practice (B, 96 m, https://directindex.org/r/themadisonmedicalpractice.com.au); Dr Ben Dunster Dentist (C, 104 m, https://directindex.org/r/bendunster.com.au); Audiology Solutions (F, 108 m, https://directindex.org/r/audiologysolutions.com.au); GTW Dental Group (D, 108 m, https://directindex.org/r/gtwdentalgroup.com.au); Northern Eye Surgery (C, 112 m, https://directindex.org/r/northerneyesurgery.com.au); Hornsby Fountain Medical Centre (C, 114 m, https://directindex.org/r/hornsbymc.com.au); Hornsby Central Medical Centre (F, 125 m, https://directindex.org/r/hornsbycentralmedicalcentre.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.


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 40%.

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

## Businesses like Hornsby Mall Medical Centre - Dr Md Aminur Rahman in Sydney dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney dentists, clinics and vets | 4387 | 58% | 32% | 40% |
| Sites built with WordPress in Sydney dentists, clinics and vets | 2421 | 64% | 43% | 40% |

The best of the sites built with WordPress in Sydney dentists, clinics and vets: Genial - Dr Mike Cosmetic Surgery (A 95.4%, https://directindex.org/r/geniale.com.au); Gosford Family Dentists (A 95.4%, https://directindex.org/r/gosfordfamilydentists.com.au); M&M Dental Care (A 95.4%, https://directindex.org/r/mmdental.com.au); Life Cardiac Services (A 90.8%, https://directindex.org/r/lifeimaging.com.au); Dental Paediatrix (A 90.3%, https://directindex.org/r/dentalpx.com.au).

With the three fixes above (No online booking link on the website; robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User; No list of services and prices found), the score would be about 86.2%. That would be 8th of 4,387 in Sydney dentists, clinics and vets, up from 3564th.

## The direct record
What agents get for Hornsby Mall Medical Centre - Dr Md Aminur Rahman, as JSON: https://directindex.org/api/direct/hornsbymallmedical.com.au
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 0284112373

## 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 | 15 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 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/hornsbymallmedical.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: 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/hornsbymallmedical.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/hornsbymallmedical.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=hornsbymallmedical.com.au&force=1