# The Park: Agent-Direct Score B (73.8%)

Site: https://www.parkhotelteddington.com/
Report: https://directindex.org/r/parkhotelteddington.com
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.)
The Park is mostly ready for agents.

## Direct links
- Book directly: https://www.parkhotelteddington.com/?booking_type_category=1&booking_type=5af2ff1b7447b3796d3f1959 (on the business's own site)
- Menu: https://www.parkhotelteddington.com/food-drink/
- Phone: +44 20 8614 9700

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 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": "BarOrPub",
  "name": "The Park",
  "url": "https://www.parkhotelteddington.com/",
  "telephone": "+44 20 8614 9700",
  "email": "parkteddington@youngs.co.uk",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Park Road 19",
    "postalCode": "TW11 0AB",
    "addressLocality": "Teddington"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.425384,
    "longitude": -0.3343201
  },
  "acceptsReservations": "https://www.parkhotelteddington.com/?booking_type_category=1&booking_type=5af2ff1b7447b3796d3f1959",
  "hasMenu": "https://www.parkhotelteddington.com/food-drink/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.parkhotelteddington.com/?booking_type_category=1&booking_type=5af2ff1b7447b3796d3f1959",
        "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 Park

> bar or pub in Park Road 19 TW11 0AB Teddington, London cafes and bars. Phone +44 20 8614 9700.

## Book or order directly

- Book: https://www.parkhotelteddington.com/?booking_type_category=1&booking_type=5af2ff1b7447b3796d3f1959 (on the business's own site)
- Menu: https://www.parkhotelteddington.com/food-drink/

## About

- Website: https://www.parkhotelteddington.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
697 of 2491 in London cafes and bars. Top 28% 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 | 100% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 12% | no |

Nearest places in the index: The Anglers (A, 930 m, https://directindex.org/r/anglers-teddington.co.uk); The Roebuck (F, 1281 m, https://directindex.org/r/roebuck-hamptonhill.co.uk); The Lion (A, 1393 m, https://directindex.org/r/thelionteddington.com); Swiss Bread Bakery & Café (D, 1556 m, https://directindex.org/r/swiss-bread.com); Brouge (A, 1634 m, https://directindex.org/r/brouge.co.uk); YMCA Hawker Centre Cafe (C, 1736 m, https://directindex.org/r/ymcastpaulsgroup.org); The Rifleman (F, 1925 m, https://directindex.org/r/theriflemantwickenham.co.uk); The Prince Albert (A, 1982 m, https://directindex.org/r/princealberttwickenham.co.uk); Boaters Inn (B, 2120 m, https://directindex.org/r/boaterskingston.com); White Hart (A, 2182 m, https://directindex.org/r/whiteharthoteluk.co.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/parkhotelteddington.com/agent-view

## Businesses like The Park in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London cafes and bars | 2491 | 52% | 37% | 73.8% |

The best of Same kind in London cafes and bars: And Then (A 100%, https://directindex.org/r/andthentooting.com); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Bar Soho (A 100%, https://directindex.org/r/barsoho.co.uk); Be At One Monument (A 100%, https://directindex.org/r/beatone.co.uk); Conuco (A 100%, https://directindex.org/r/conuco.co.uk).

With the fix above (No structured data for the business) the score would be about 95.4%: 20th of 2,491 in London cafes and bars, up from 697th.

## The direct record
What agents get for The Park, as JSON: https://directindex.org/api/direct/parkhotelteddington.com
- Book: https://www.parkhotelteddington.com/?booking_type_category=1&booking_type=5af2ff1b7447b3796d3f1959 (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.parkhotelteddington.com/food-drink/ (html_page; from the scan)
- Hours: none on record
- Phone: +44 20 8614 9700
- Stable links that count: https://directindex.org/go/parkhotelteddington.com/book, https://directindex.org/go/parkhotelteddington.com/menu
- 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 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/parkhotelteddington.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: no

Deep report: https://directindex.org/r/parkhotelteddington.com/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=parkhotelteddington.com&force=1