# KJ Dental Ceramics Laboratory: Agent-Direct Score F (10.8%)

Site: http://www.kjdentallab.com.au/
Report: https://directindex.org/r/kjdentallab.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.)
KJ Dental Ceramics Laboratory is largely invisible to agents.
AI assistants can't open KJ Dental Ceramics Laboratory's website, so they go by what other sites say about it.

## Direct links
- Menu: https://kjdentallab.com.au/menu-2/

## 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 (http_403). 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.** (+15 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
- **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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": "KJ Dental Ceramics Laboratory",
  "url": "http://www.kjdentallab.com.au/",
  "address": "15 Leman Cres, 3174, Melbourne",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.96866,
    "longitude": 145.18283
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **List of services and prices is an HTML page.** Agents can read the items and prices.

## Where it stands
4136 of 4304 in Melbourne 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 | 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: Noble Park Dental Surgery (D, 750 m, https://directindex.org/r/dentist25buckley.com.au); TLC Medical Clinic (B, 850 m, https://directindex.org/r/tlchealthcare.com.au); Heatherton Rd Dentist (F, 1232 m, https://directindex.org/r/heathertonroad.dental); North Dandenong Clinic (B, 1915 m, https://directindex.org/r/northdandenongclinic.com.au); Foster Physio (F, 2334 m, https://directindex.org/r/fosterphysio.com.au); Dandenong West Medical Centre (D, 2344 m, https://directindex.org/r/dandenongwestmed.org); Silverton Dental Clinic (D, 2625 m, https://directindex.org/r/silvertondental.com.au); Keysborough Dental Surgery (C, 2680 m, https://directindex.org/r/keysboroughdental.com.au); Union Medical Centre (C, 2901 m, https://directindex.org/r/unionmedicalcentre.com.au); Springvale Family Healthcare (D, 3063 m, https://directindex.org/r/springvalefamilyhealthcare.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 WordPress 58% (30% A or B, 68857 sites); This site 10.8%.

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

## Businesses like KJ Dental Ceramics Laboratory 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 | 4304 | 59% | 34% | 10.8% |
| Sites built with WordPress in Melbourne dentists, clinics and vets | 2589 | 64% | 44% | 10.8% |

The best of the sites built with WordPress 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); 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); Camberwell Sports & Spinal Medicine (A 86.2%, https://directindex.org/r/cssm.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; No online booking link on the website), the score would be about 95.4%, which would be first of 4,304 in Melbourne dentists, clinics and vets.

## The direct record
What agents get for KJ Dental Ceramics Laboratory, as JSON: https://directindex.org/api/direct/kjdentallab.com.au
- Book: none on record
- Order: none on record
- Menu: https://kjdentallab.com.au/menu-2/ (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/kjdentallab.com.au/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

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 7 | 25 |
| Actionable | 0 | 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/kjdentallab.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/kjdentallab.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=kjdentallab.com.au&force=1