# Benugo: Agent-Direct Score F (28.8%)

Site: http://www.benugocafedeli.com
Report: https://directindex.org/r/benugo.com
Scanned: 2026-10-24 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Benugo is largely invisible to agents.
AI assistants can't open Benugo's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://www.benugo.com/order-online/ (on the business's own site)
- Phone: 020 7248 1583
- Address: 60b Cannon St, EC4N 6LY, London

## Nearby, also direct
Places near Benugo that take a booking or an order on their own website, with no marketplace in between.
- The Bolter (50 m): https://directindex.org/r/thebolter.co.uk
- Core (120 m): https://directindex.org/r/corebar.co.uk
- The Candlemaker (130 m): https://directindex.org/r/candlemakerpub.co.uk
- Planet of the Grapes (130 m): https://directindex.org/r/planetofthegrapes.co.uk
- The Golden Fleece (150 m): https://directindex.org/r/goldenfleececity.com

## 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
- **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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Booking through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The phone number on the site doesn't match the open map data.** The site shows 02070649900, but OpenStreetMap or Overture Maps lists 020 7248 1583. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Benugo",
  "url": "http://www.benugocafedeli.com",
  "telephone": "020 7248 1583",
  "address": "60b Cannon St, EC4N 6LY, London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.51196811133181,
    "longitude": -0.09201785506971996
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.benugo.com/order-online/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in London cafes and bars.

| 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 | 93% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: The Bolter (C, 52 m, https://directindex.org/r/thebolter.co.uk); Core (A, 117 m, https://directindex.org/r/corebar.co.uk); The Japanese Canteen (F, 126 m, https://directindex.org/r/thejapanesecanteen.co.uk); The Candlemaker (A, 130 m, https://directindex.org/r/candlemakerpub.co.uk); Planet of the Grapes (C, 131 m, https://directindex.org/r/planetofthegrapes.co.uk); Do Not Disturb (F, 145 m, https://directindex.org/r/vintryandmercer.com); The Golden Fleece (B, 150 m, https://directindex.org/r/goldenfleececity.com); Pelt Trader (D, 154 m, https://directindex.org/r/pelttrader.com); Merchant House (B, 162 m, https://directindex.org/r/merchanthouse.bar); FI Group - R&D Tax & Grants (C, 174 m, https://directindex.org/r/fi-group.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 12 everyday questions about London cafes and bars and named 83 places. Benugo wasn't one of them. See who was named: https://directindex.org/city/london-cafes-bars/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 28.8%.

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

## Businesses like Benugo in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in London cafes and bars | 1681 | 61% | 38% | 28.8% |

The best of the sites built with WordPress in London cafes and bars: Artistcafelondon (A 100%, https://directindex.org/r/artistcafelondon.co.uk); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Cinnamon Culture (A 100%, https://directindex.org/r/cinnamonculture.com); Eastcheap Records (A 100%, https://directindex.org/r/eastcheaprecords.com); Loiutyr (A 100%, https://directindex.org/r/laballerina.co.uk).

This site appears in 6 cities (10 places on benugo.com). https://directindex.org/brand/benugo.com

## The direct record
What agents get for Benugo, as JSON: https://directindex.org/api/direct/benugo.com
- Book: none on record
- Order: https://www.benugo.com/order-online/ (own site; could not verify: partial (2026-10-14))
- Menu: none on record
- Hours: none on record
- Phone: 020 7248 1583
- Stable links that count: https://directindex.org/go/benugo.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

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 | 1 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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