# Penelope's Restaurant: Agent-Direct Score D (40%)

Site: http://www.penelopes.ltd/
Report: https://directindex.org/r/penelopes.ltd
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.)
Penelope's Restaurant is hard for agents to use.
AI assistants can't open Penelope's Restaurant's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://web.dojo.app/create_booking/vendor/j66M_f-PqB7KZGg6Ok4t6csR8RNyUmlQQwlh8GNXK5E_restaurant (through dojo acting for the business)
- Menu: https://penelopes.ltd/menu/
- Phone: 02038342101
- Address: Water Lane DA14 5ET Sidcup
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Penelope's Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Ruchi (950 m): https://directindex.org/r/ruchibexley.com
- Ferrari's (1.1 km): https://directindex.org/r/ferrarisbexley.co.uk
- Bamboo (1.1 km): https://directindex.org/r/bamboobexley.co.uk
- Mahan Finest Indian Takeaway (1.2 km): https://directindex.org/r/mahanbexley.com
- Tanyard Lane Bar & Kitchen (1.2 km): https://directindex.org/r/festandrevel.co.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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Restaurant",
  "name": "Penelope's Restaurant",
  "url": "http://www.penelopes.ltd/",
  "telephone": "02038342101",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Water Lane",
    "postalCode": "DA14 5ET",
    "addressLocality": "Sidcup"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4327585,
    "longitude": 0.1397149
  },
  "acceptsReservations": "https://web.dojo.app/create_booking/vendor/j66M_f-PqB7KZGg6Ok4t6csR8RNyUmlQQwlh8GNXK5E_restaurant",
  "hasMenu": "https://penelopes.ltd/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://web.dojo.app/create_booking/vendor/j66M_f-PqB7KZGg6Ok4t6csR8RNyUmlQQwlh8GNXK5E_restaurant",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through dojo on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
6130 of 9090 in London. Top 67% 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 | 100% | yes |
| Publish the menu or price list as HTML | 87% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Ruchi (C, 949 m, https://directindex.org/r/ruchibexley.com); The Anchor (F, 993 m, https://directindex.org/r/theanchorchippy.co.uk); Ferrari's (B, 1090 m, https://directindex.org/r/ferrarisbexley.co.uk); Bamboo (B, 1102 m, https://directindex.org/r/bamboobexley.co.uk); Mahan Finest Indian Takeaway (B, 1154 m, https://directindex.org/r/mahanbexley.com); Tanyard Lane Bar & Kitchen (A, 1188 m, https://directindex.org/r/festandrevel.co.uk); Baltizer (D, 1205 m, https://directindex.org/r/baltizer.co.uk); Old Bexley Greek Taverna (C, 1220 m, https://directindex.org/r/oldbexleygreektaverna.co.uk); Maharajah (B, 1224 m, https://directindex.org/r/maharajabexley.co.uk); Greystone Pizzeria (F, 1254 m, https://directindex.org/r/greystonepizzeria.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 13 everyday questions about London and named 66 places. Penelope's Restaurant wasn't one of them. See who was named: https://directindex.org/city/london/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using Dojo 68% (45% A or B, 71 sites); This site 40%.

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

## Businesses like Penelope's Restaurant in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 9090 | 53% | 35% | 40% |
| Sites built with WordPress in London | 2635 | 66% | 47% | 40% |
| Sites using Dojo in London | 87 | 69% | 52% | 40% |
| Sites built with WordPress and using Dojo in London | 39 | 66% | 46% | 40% |

The best of the sites built with WordPress and using Dojo in London: 314 Kitchen and Bar (A 92.3%, https://directindex.org/r/314kitchenandbar.co.uk); Minori (B 81.5%, https://directindex.org/r/minori.co.uk); Spice Village Restaurant (B 81.5%, https://directindex.org/r/spicevillage.co.uk); Il Blandford`s (B 81.1%, https://directindex.org/r/ilblandfords.co.uk); Andromeda Restaurant (B 80%, https://directindex.org/r/andromedarestaurant.co.uk).

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete), the score would be about 87.7%. That would be 808th of 9,090 in London, up from 6130th.

## The direct record
What agents get for Penelope's Restaurant, as JSON: https://directindex.org/api/direct/penelopes.ltd
- Book: https://web.dojo.app/create_booking/vendor/j66M_f-PqB7KZGg6Ok4t6csR8RNyUmlQQwlh8GNXK5E_restaurant (vendor on own site: Dojo; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: https://penelopes.ltd/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: 02038342101
- Stable links that count: https://directindex.org/go/penelopes.ltd/book, https://directindex.org/go/penelopes.ltd/menu

## 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, Dojo: 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 | 16 | 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: yes

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