# Professor Eugene Oteng-Ntim: Agent-Direct Score B (75.4%)

Site: https://dreugeneoteng.com/
Report: https://directindex.org/r/dreugeneoteng.com
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.)
Professor Eugene Oteng-Ntim is mostly ready for agents.
An AI assistant can open Professor Eugene Oteng-Ntim's website. It can't find a 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://dreugeneoteng.com/fees/appointment-schedules/ (on the business's own site)
- Order directly: https://dreugeneoteng.com/services/delivery/ (on the business's own site)
- Phone: +447908668647
- Address: St Thomas's Hospital, Westminister Maternity Suite 12th Floor, North Wing, Westminster Bridge Rd, SE1 7EH, London

## Nearby, also direct
Places near Professor Eugene Oteng-Ntim that take a booking or an order on their own website, with no marketplace in between.
- tooth Specialist Dental Centre (160 m): https://directindex.org/r/toothlondon.co.uk
- SE1 Dental (340 m): https://directindex.org/r/se1dentalcentre.co.uk
- Vista Diagnostics (450 m): https://directindex.org/r/vista-health.co.uk
- Lambeth Walk Group Practice (480 m): https://directindex.org/r/lambethwalkgp.co.uk
- Waterloo Dental Surgery (500 m): https://directindex.org/r/waterloodental.co.uk

## What to fix first
- **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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Organization",
  "name": "Professor Eugene Oteng-Ntim",
  "url": "https://dreugeneoteng.com/",
  "telephone": "+447908668647",
  "address": "St Thomas's Hospital, Westminister Maternity Suite 12th Floor, North Wing, Westminster Bridge Rd, SE1 7EH, London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.49981218,
    "longitude": -0.11410051
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://dreugeneoteng.com/fees/appointment-schedules/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://dreugeneoteng.com/services/delivery/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Professor Eugene Oteng-Ntim

> organization in St Thomas's Hospital, Westminister Maternity Suite 12th Floor, North Wing, Westminster Bridge Rd, SE1 7EH, London, London dentists, clinics and vets. Phone +447908668647.

## Book or order directly

- Book: https://dreugeneoteng.com/fees/appointment-schedules/ (on the business's own site)
- Order: https://dreugeneoteng.com/services/delivery/ (on the business's own site)

## About

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

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
663 of 5012 in London dentists, clinics and vets. Top 13% 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% | yes |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 42% | no |

Nearest places in the index: Waterloo Health Centre (D, 139 m, https://directindex.org/r/waterloohealth.co.uk); tooth Specialist Dental Centre (A, 159 m, https://directindex.org/r/toothlondon.co.uk); OM House Acupuncture Clinic (F, 206 m, https://directindex.org/r/omhouse.co.uk); SE1 Dental (C, 339 m, https://directindex.org/r/se1dentalcentre.co.uk); Vista Diagnostics (C, 447 m, https://directindex.org/r/vista-health.co.uk); Lambeth Walk Group Practice (C, 479 m, https://directindex.org/r/lambethwalkgp.co.uk); Waterloo Dental Surgery (B, 496 m, https://directindex.org/r/waterloodental.co.uk); Dentique Specialist Centre (C, 704 m, https://directindex.org/r/dentiquespecialistcentre.co.uk); Vitality Physiotherapy (C, 732 m, https://directindex.org/r/vitality-physio.co.uk); Mint Dental Clinic (D, 759 m, https://directindex.org/r/mintdentalclinic.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.


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 75.4%.

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

## Businesses like Professor Eugene Oteng-Ntim 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% | 75.4% |
| Sites built with WordPress in London dentists, clinics and vets | 2369 | 61% | 33% | 75.4% |

The best of the sites built with WordPress in London dentists, clinics and vets: Grosvenor Gardens Healthcare (A 95.4%, https://directindex.org/r/gghealthcare.uk); Mayfair Health (A 95.4%, https://directindex.org/r/mayfairhealth.co.uk); Raynes Park Physio (A 95.4%, https://directindex.org/r/raynespark-physio.co.uk); The Hearing Care Partnership (A 95.4%, https://directindex.org/r/thcp.co.uk); DJN Physios (A 93.8%, https://directindex.org/r/djnphysioslondon.co.uk).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 5,012 in London dentists, clinics and vets.

## The direct record
What agents get for Professor Eugene Oteng-Ntim, as JSON: https://directindex.org/api/direct/dreugeneoteng.com
- Book: https://dreugeneoteng.com/fees/appointment-schedules/ (own site; found by the scan of 2026-10-21, not yet tested)
- Order: https://dreugeneoteng.com/services/delivery/ (own site; found by the scan of 2026-10-21, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +447908668647
- Stable links that count: https://directindex.org/go/dreugeneoteng.com/book, https://directindex.org/go/dreugeneoteng.com/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/dreugeneoteng.com
- 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: yes
- 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

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