# Dr. Karen Osborne: Agent-Direct Score F (10.8%)

Site: http://www.drkarenosborne.com
Report: https://directindex.org/r/drkarenosborne.com
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.)
Dr. Karen Osborne is largely invisible to agents.
AI assistants can't open Dr. Karen Osborne's website, so they go by what other sites say about it.

## Direct links
- Phone: (02) 9411 3411

## What to fix first

- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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

## 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": "LocalBusiness",
  "name": "Dr. Karen Osborne",
  "url": "http://www.drkarenosborne.com",
  "telephone": "(02) 9411 3411",
  "address": "31 Bertram St, 2067, Chatswood",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.795999845216656,
    "longitude": 151.18663895991276
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.

## Where it stands
4203 of 4387 in Sydney dentists, clinics and vets. Top 96% 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: Dr. Sarah Choi (C, 23 m, https://directindex.org/r/drsarahchoi.com.au); Northshore Kidspace (D, 27 m, https://directindex.org/r/northshorekidspace.com.au); Sydney Kids Clinic (C, 36 m, https://directindex.org/r/sydneykidsclinic.com.au); Chatswood Family Dental Care (C, 42 m, https://directindex.org/r/dentistchatswood.com.au); David's Dentures (D, 43 m, https://directindex.org/r/davidsdentures.com.au); Chatswood Infinity Medical Imaging (B, 45 m, https://directindex.org/r/radiologygroup.com.au); Chatswood Allied Health (C, 46 m, https://directindex.org/r/chatswoodalliedhealth.com.au); North Shore Paediatric Allergy Centre (C, 55 m, https://directindex.org/r/kidsallergy.com.au); Chatswood Dermatology (C, 58 m, https://directindex.org/r/chatswooddermatologist.com.au); Choi James Dr (C, 59 m, https://directindex.org/r/sydneybraces.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.


Compared with its peers: Sites built with GoDaddy Website Builder 41% (14% A or B, 1674 sites); This site 10.8%.

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

## Businesses like Dr. Karen Osborne 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% | 10.8% |
| Sites built with GoDaddy Website Builder in Sydney dentists, clinics and vets | 24 | 29% | 4% | 10.8% |

The best of the sites built with GoDaddy Website Builder in Sydney dentists, clinics and vets: Civic Park Medical Centre (B 70.3%, https://directindex.org/r/civicparkmedicalcentre.com.au); DentalCare Clinics (C 63.1%, https://directindex.org/r/dentalcareclinics.com.au); Elite Physiotherapy Exercise and Rehabilitation (C 63.1%, https://directindex.org/r/elitephysiotherapymenai.com.au); demi.dental (C 61.5%, https://directindex.org/r/demidental.com.au); Make A Move Physiotherapy (C 55.4%, https://directindex.org/r/makeamovephysiotherapy.com.au).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Appointments through an unrecognised third party), the score would be about 84.6%. That would be 13th of 4,387 in Sydney dentists, clinics and vets, up from 4203rd.

## The direct record
What agents get for Dr. Karen Osborne, as JSON: https://directindex.org/api/direct/drkarenosborne.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (02) 9411 3411

## 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

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 1 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/drkarenosborne.com/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/drkarenosborne.com/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=drkarenosborne.com&force=1