# Bennie: Agent-Direct Score C (66.2%)

Site: http://benniefood.co.uk/
Report: https://directindex.org/r/benniefood.co.uk
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.)
Bennie is partly visible to agents.
An AI assistant can open Bennie's website. It can read what Bennie offers. It finds a way to book or order directly, through Resy.

## Direct links
- Book directly: https://widgets.resy.com/embed.js (through resy acting for the business)
- Menu: https://www.benniefood.co.uk/menu
- Phone: 020 4592 8662
- Address: Great Portland Street 102 W1W 6PD London
- Its menu mentions: a lunch or set menu
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Bennie that take a booking or an order on their own website, with no marketplace in between.
- Loong Express (10 m): https://directindex.org/r/loongexpress.co.uk
- Sushi Atelier (40 m): https://directindex.org/r/sushiatelier.com
- Portland (80 m): https://directindex.org/r/portlandrestaurant.co.uk
- Maui Poke (100 m): https://directindex.org/r/mauipoke.co.uk
- Sergio's (100 m): https://directindex.org/r/sergiosw1.com

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. 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": "Bennie",
  "url": "http://benniefood.co.uk/",
  "telephone": "020 4592 8662",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Great Portland Street 102",
    "postalCode": "W1W 6PD",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.5192131,
    "longitude": -0.1420761
  },
  "acceptsReservations": "https://widgets.resy.com/embed.js",
  "hasMenu": "https://www.benniefood.co.uk/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://widgets.resy.com/embed.js",
        "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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through resy on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
3689 of 8985 in London. Top 41% 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% | yes |
| Structured data with address, phone and hours | 64% | no |
| Have an llms.txt | 37% | yes |

Nearest places in the index: Loong Express (B, 6 m, https://directindex.org/r/loongexpress.co.uk); Sushi Atelier (A, 35 m, https://directindex.org/r/sushiatelier.com); Yorkshire Grey (F, 52 m, https://directindex.org/r/jamesgretton.co.uk); Drunch (C, 70 m, https://directindex.org/r/drunch.co.uk); Portland (A, 80 m, https://directindex.org/r/portlandrestaurant.co.uk); Kuros (C, 92 m, https://directindex.org/r/platinumdomains.co.uk); Maui Poke (B, 96 m, https://directindex.org/r/mauipoke.co.uk); Scandinavian Kitchen (D, 99 m, https://directindex.org/r/scandikitchen.co.uk); Sergio's (B, 100 m, https://directindex.org/r/sergiosw1.com); Broken Eggs (C, 106 m, https://directindex.org/r/brokeneggs.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. Bennie wasn't one of them. See who was named: https://directindex.org/city/london/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Resy 67% (44% A or B, 2836 sites); This site 66.2%.

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

## Businesses like Bennie in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 8985 | 54% | 36% | 66.2% |
| Sites built with Wix in London | 692 | 70% | 54% | 66.2% |
| Sites using Resy in London | 20 | 70% | 45% | 66.2% |
| Sites built with Wix and using Resy in London | 2 | 62% | 0% | 66.2% |

The best of the sites using Resy in London: Daddy Bao (A 92.3%, https://directindex.org/r/daddybao.co.uk); FARE (A 90.8%, https://directindex.org/r/farelondon.com); Campania (A 86.2%, https://directindex.org/r/campaniaandjones.com); plates (B 77.4%, https://directindex.org/r/plates-london.com); Fallow (B 76.9%, https://directindex.org/r/fallowrestaurant.com).

With the fix above (No structured data for the business), the score would be about 87.7%. That would be 818th of 8,985 in London, up from 3689th.

## The direct record
What agents get for Bennie, as JSON: https://directindex.org/api/direct/benniefood.co.uk
- Book: https://widgets.resy.com/embed.js (vendor on own site: Resy; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: https://www.benniefood.co.uk/menu (html_page; from the scan)
- Hours: none on record
- Phone: 020 4592 8662
- Stable links that count: https://directindex.org/go/benniefood.co.uk/book, https://directindex.org/go/benniefood.co.uk/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): yes
- 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, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/benniefood.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: 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: yes
- 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/benniefood.co.uk/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/benniefood.co.uk/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=benniefood.co.uk&force=1