# Penrose Maddock Way: Agent-Direct Score B (73.8%)

Site: https://www.penrosemaddockway.nhs.uk/
Report: https://directindex.org/r/penrosemaddockway.nhs.uk
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Penrose Maddock Way is mostly ready for agents.

## Direct links
- Book directly: https://www.penrosemaddockway.nhs.uk/book-appointment (on the business's own site)
- Order directly: https://www.penrosemaddockway.nhs.uk/for-patients (on the business's own site)

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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": "Penrose Maddock Way",
  "url": "https://www.penrosemaddockway.nhs.uk/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4826277,
    "longitude": -0.1029943
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.penrosemaddockway.nhs.uk/book-appointment",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.penrosemaddockway.nhs.uk/for-patients",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Penrose Maddock Way

> physician in London dentists, clinics and vets.

## Book or order directly

- Book: https://www.penrosemaddockway.nhs.uk/book-appointment (on the business's own site)
- Order: https://www.penrosemaddockway.nhs.uk/for-patients (on the business's own site)

## About

- Website: https://www.penrosemaddockway.nhs.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.
- **Structured data present (Organization).** but without address, phone or hours
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
189 of 1015 in London dentists, clinics and vets. Top 19% 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 | 9% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 43% | no |
| Have an llms.txt | 33% | no |

Nearest places in the index: Sir John Kirk Close Surgery (B, 412 m, https://directindex.org/r/nexushealthgroup.nhs.uk); The Penrose Surgery (B, 637 m, https://directindex.org/r/penrosesurgery.nhs.uk); Akerman Travel Clinic (F, 782 m, https://directindex.org/r/yourtravelclinic.co.uk); Kennington Chiropody Surgery (C, 809 m, https://directindex.org/r/kenningtonchiropodysurgery.co.uk); Parkside Medical Centre (C, 1059 m, https://directindex.org/r/parksidemedical.co.uk); Dentist By The Green (C, 1300 m, https://directindex.org/r/dentistbythegreen.co.uk); Camberwell Sexual Health Centre (D, 1455 m, https://directindex.org/r/kch.nhs.uk); Kings Dental Clinic (C, 1483 m, https://directindex.org/r/kingsdentalclinic.co.uk); One Dental (C, 1487 m, https://directindex.org/r/onedentaluk.com); The Corner Surgery (D, 1528 m, https://directindex.org/r/thecornersurgery.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.

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

## Businesses like Penrose Maddock Way in London dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London dentists, clinics and vets | 1015 | 54% | 24% | 73.8% |

The best of Same kind in London dentists, clinics and vets: Visage Medispa (A 95.4%, https://directindex.org/r/visagemedispa.co.uk); Mr Azhar Khan (A 89.2%, https://directindex.org/r/urology-london.co.uk); Skin Science Clinic (A 86.3%, https://directindex.org/r/skinscienceclinic.co.uk); tooth Specialist Dental Centre (A 86.3%, https://directindex.org/r/toothlondon.co.uk); Tessa Jowell Health Centre (A 86.2%, https://directindex.org/r/selondonics.org).

With the two fixes above (Structured data is incomplete; No list of services and prices found) the score would be about 95.4%: first of 1,015 in London dentists, clinics and vets.

## The direct record
What agents get for Penrose Maddock Way, as JSON: https://directindex.org/api/direct/penrosemaddockway.nhs.uk
- Book: https://www.penrosemaddockway.nhs.uk/book-appointment (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://www.penrosemaddockway.nhs.uk/for-patients (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/penrosemaddockway.nhs.uk/book, https://directindex.org/go/penrosemaddockway.nhs.uk/order
- Agents and people followed 1 direct link to this business this month (1 by AI agents).

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 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/penrosemaddockway.nhs.uk
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: yes

Deep report: https://directindex.org/r/penrosemaddockway.nhs.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=penrosemaddockway.nhs.uk&force=1