# The Nelson Medical Practice: Agent-Direct Score C (61.5%)

Site: https://www.nelsonmedicalpractice.co.uk/
Report: https://directindex.org/r/nelsonmedicalpractice.co.uk
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
The Nelson Medical Practice is partly visible to agents.
An AI assistant can open the website of The Nelson Medical Practice. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.nelsonmedicalpractice.co.uk/services/appointments (on the business's own site)
- Phone: +44 20 3668 3400

## What to fix first
- **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). It is the one block every assistant reads first; 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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "The Nelson Medical Practice",
  "url": "https://www.nelsonmedicalpractice.co.uk/",
  "telephone": "+44 20 3668 3400",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Kingston Road 220",
    "postalCode": "SW20 8DA",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4106975,
    "longitude": -0.2088107
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.nelsonmedicalpractice.co.uk/services/appointments",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# The Nelson Medical Practice

> physician in Kingston Road 220 SW20 8DA London, London dentists, clinics and vets. Phone +44 20 3668 3400.

## Book or order directly

- Book: https://www.nelsonmedicalpractice.co.uk/services/appointments (on the business's own site)

## About

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

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.

## Since the scan of 2026-10-14 (F then)
- Fixed: No booking or ordering path at all
- New: nothing

## Where it stands
550 of 912 in London dentists, clinics and vets. Top 60% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 39% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Infinitidental Clinic (C, 73 m, https://directindex.org/r/infinitidentalclinic.com); Wimbledon Dental Practice (C, 850 m, https://directindex.org/r/wimbledondentalpractice.co.uk); Ayub Endodontics (B, 866 m, https://directindex.org/r/ayub-endo.co.uk); Francis Grove Surgery (C, 1012 m, https://directindex.org/r/francisgrovesurgery.co.uk); Wimbledon Medical Practice (C, 1060 m, https://directindex.org/r/wimbledonmedicalpractice.co.uk); Fortius Clinic Wimbledon (C, 1109 m, https://directindex.org/r/fortiusclinic.com); Confident (C, 1271 m, https://directindex.org/r/confident-dental.com); Wimbledon Dental Centre (B, 1430 m, https://directindex.org/r/wimbledondentalcare.co.uk); Woodside Dental Practice (D, 1516 m, https://directindex.org/r/woodsidedental.co.uk); Lambton Road Medical Practice (C, 1516 m, https://directindex.org/r/lambtonroadmedical.nhs.uk).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Score over 2 scans since 2026-10-14: 2026-10-14 39%, 2026-10-15 62%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 61.5%.

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

## Businesses like The Nelson Medical Practice 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 | 912 | 54% | 24% | 61.5% |
| Sites built with WordPress in London dentists, clinics and vets | 483 | 65% | 36% | 61.5% |

The best of the sites built with WordPress in London dentists, clinics and vets: Mr Azhar Khan (A 89.2%, https://directindex.org/r/urology-london.co.uk); Tessa Jowell Health Centre (A 86.2%, https://directindex.org/r/selondonics.org); Windsor House Dental Surgery (A 86.2%, https://directindex.org/r/windsorhousedental.co.uk); 360 Med (B 84.6%, https://directindex.org/r/360med.co.uk); Heath Street Dental, Orthodontic & Implant Centre (B 84.6%, https://directindex.org/r/heathstreetdental.co.uk).

With the two fixes above (No structured data for the business; No list of services and prices found) the score would be about 95.4%: first of 912 in London dentists, clinics and vets.

## The direct record
What agents get for The Nelson Medical Practice, as JSON: https://directindex.org/api/direct/nelsonmedicalpractice.co.uk
- Book: https://www.nelsonmedicalpractice.co.uk/services/appointments (own site; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +44 20 3668 3400
- Stable links that count: https://directindex.org/go/nelsonmedicalpractice.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

Found one hop past the home page: booking page /services/appointments: booking link (other).

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

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/nelsonmedicalpractice.co.uk
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no

Keep watching this business (https://directindex.org/r/nelsonmedicalpractice.co.uk/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/nelsonmedicalpractice.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=nelsonmedicalpractice.co.uk&force=1