# Kelsey Park Dental: Agent-Direct Score F (16.9%)

Site: http://www.kelseyparkdental.co.uk/
Report: https://directindex.org/r/kelseyparkdental.co.uk
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Kelsey Park Dental is largely invisible to agents.
AI assistants can't open Kelsey Park Dental's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://uk.dentalhub.online/soe/new?pid=UKZMS01 (through dentalhub acting for the business)
- Phone: 02086507677
- Address: Kelsey Park Road 11 BR3 6LH Beckenham

## Nearby, also direct
Places near Kelsey Park Dental that take a booking or an order on their own website, with no marketplace in between.
- Manor Road Surgery (80 m): https://directindex.org/r/14manor-road.co.uk
- Finn Dental Specialists Beckenham (310 m): https://directindex.org/r/finndentalspecialists.com
- Corner Ways Surgery (330 m): https://directindex.org/r/cornerwayssurgery.nhs.uk

## 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
- **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": "Dentist",
  "name": "Kelsey Park Dental",
  "url": "http://www.kelseyparkdental.co.uk/",
  "telephone": "02086507677",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Kelsey Park Road 11",
    "postalCode": "BR3 6LH",
    "addressLocality": "Beckenham",
    "addressCountry": "GB"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4071108,
    "longitude": -0.0250487
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://uk.dentalhub.online/soe/new?pid=UKZMS01",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Appointments through dentalhub on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
4311 of 5012 in London dentists, clinics and vets. Top 86% 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 | 98% | yes |
| Publish the menu or price list as HTML | 6% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 42% | no |

Nearest places in the index: Manor Road Surgery (B, 81 m, https://directindex.org/r/14manor-road.co.uk); Beckenham Smiles (C, 109 m, https://directindex.org/r/beckenhamsmilesdental.co.uk); Beckenham Dental Centre (C, 151 m, https://directindex.org/r/beckenhamdentist.co.uk); Dr Kim Booysen Aesthetic Treatments (C, 157 m, https://directindex.org/r/drkimbooysen.com); Mediskin London (F, 193 m, https://directindex.org/r/mediskinlondon.co.uk); The Beckenham Chiropody & Podiatry Practice (F, 201 m, https://directindex.org/r/beckenhampodiatry.co.uk); Foot revival Ltd. Jonathan Hares And Associates (F, 305 m, https://directindex.org/r/footrevival.co.uk); Finn Dental Specialists Beckenham (B, 308 m, https://directindex.org/r/finndentalspecialists.com); Corner Ways Surgery (B, 333 m, https://directindex.org/r/cornerwayssurgery.nhs.uk); SmileShines Beckenham (D, 472 m, https://directindex.org/r/smileshines.co.uk).

## 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.

The assistants were asked 12 everyday questions about London dentists, clinics and vets and named 79 places. Kelsey Park Dental wasn't one of them. See who was named: https://directindex.org/city/london-clinics/recommended


Compared with its peers: Sites built with GoDaddy Website Builder 35% (9% A or B, 7569 sites); Sites using Dentalhub 64% (32% A or B, 644 sites); This site 16.9%.

See what an AI agent reads on this site: https://directindex.org/r/kelseyparkdental.co.uk/agent-view

## Businesses like Kelsey Park Dental in London dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London dentists, clinics and vets | 5012 | 50% | 21% | 16.9% |
| Sites built with GoDaddy Website Builder in London dentists, clinics and vets | 46 | 27% | 7% | 16.9% |
| Sites using Dentalhub in London dentists, clinics and vets | 254 | 64% | 30% | 16.9% |
| Sites built with GoDaddy Website Builder and using Dentalhub in London dentists, clinics and vets | 4 | 45% | 0% | 16.9% |

The best of the sites built with GoDaddy Website Builder and using Dentalhub in London dentists, clinics and vets: Cannon Street Dental Centre (C 55.4%, https://directindex.org/r/cannonstreetdentalcentre.co.uk); Clear Braces Direct (C 55.4%, https://directindex.org/r/clearbraces-direct.co.uk); The Gardens Dental Centre (D 50.8%, https://directindex.org/r/thegardensdentalcentre.co.uk).

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 list of services and prices found), the score would be about 87.7%. That would be 13th of 5,012 in London dentists, clinics and vets, up from 4311th.

## The direct record
What agents get for Kelsey Park Dental, as JSON: https://directindex.org/api/direct/kelseyparkdental.co.uk
- Book: https://uk.dentalhub.online/soe/new?pid=UKZMS01 (vendor on own site: Dentalhub; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 02086507677
- Stable links that count: https://directindex.org/go/kelseyparkdental.co.uk/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
- Vendor terms for agents, Dentalhub: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

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 | 10 | 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/kelseyparkdental.co.uk/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/kelseyparkdental.co.uk/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=kelseyparkdental.co.uk&force=1