# Brioche Coffee & Brunch: Agent-Direct Score B (73.8%)

Site: http://briochecoffee.com/
Report: https://directindex.org/r/briochecoffee.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.)
Brioche Coffee & Brunch is mostly ready for agents.
An AI assistant can open Brioche Coffee & Brunch's website. It can read what Brioche Coffee & Brunch offers. To book or order, it is sent to Deliveroo, a marketplace.

## Direct links
- Menu: https://www.briochecoffee.com/menu-1
- Address: North End Road 187 London
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 07:30–15:30; Sat–Sun 08:00–16:00

## Nearby, also direct
Places near Brioche Coffee & Brunch that take a booking or an order on their own website, with no marketplace in between.
- Curtains Up (230 m): https://directindex.org/r/thecurtainsup.co.uk
- Bite (450 m): https://directindex.org/r/bitecafecatering.com

## What to fix first
- **Ordering only through deliveroo.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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": "CafeOrCoffeeShop",
  "name": "Brioche Coffee & Brunch",
  "url": "http://briochecoffee.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North End Road 187",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4899691,
    "longitude": -0.2062896
  },
  "openingHours": "Mo-Fr 07:30-15:30; Sa-Su 08:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:30",
      "closes": "15:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "16:00"
    }
  ],
  "hasMenu": "https://www.briochecoffee.com/menu-1"
}
</script>
```

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

```
# Brioche Coffee & Brunch

> cafe or coffee shop in North End Road 187 London, London cafes and bars.

## Book or order directly

- Menu: https://www.briochecoffee.com/menu-1

## Opening hours

Mo-Fr 07:30-15:30; Sa-Su 08:00-16:00

## About

- Website: http://briochecoffee.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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
1064 of 5710 in London cafes and bars. Top 19% 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% | no |
| Publish the menu or price list as HTML | 93% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: Crazy For Coffee - Artisan Pasta / Brunch / Aperitivo (F, 33 m, https://directindex.org/r/crazyforpasta.uk); Cafe Torino (F, 56 m, https://directindex.org/r/caffetorino.net); Popin (D, 127 m, https://directindex.org/r/popinshops.co.uk); Cafe Continente (D, 165 m, https://directindex.org/r/cafe-continente.com); The Clarence (B, 227 m, https://directindex.org/r/theclarencewhitehall.com); Chapter Coffee Co. (D, 232 m, https://directindex.org/r/chaptercoffee.com); Curtains Up (A, 232 m, https://directindex.org/r/thecurtainsup.co.uk); Cafe Warwick (C, 303 m, https://directindex.org/r/leyf.org.uk); Moet Champagne Bar (D, 355 m, https://directindex.org/r/queensclub.co.uk); Bite (B, 447 m, https://directindex.org/r/bitecafecatering.com).

## 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 Squarespace 63% (46% A or B, 18903 sites); Sites using Deliveroo 63% (38% A or B, 611 sites); This site 73.8%.

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

## Businesses like Brioche Coffee & Brunch in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London cafes and bars | 5710 | 50% | 29% | 73.8% |
| Sites built with Squarespace in London cafes and bars | 564 | 67% | 48% | 73.8% |
| Sites using Deliveroo in London cafes and bars | 65 | 63% | 40% | 73.8% |
| Sites built with Squarespace and using Deliveroo in London cafes and bars | 15 | 72% | 53% | 73.8% |

The best of the sites built with Squarespace and using Deliveroo in London cafes and bars: Nue Ground (A 92.3%, https://directindex.org/r/nueground.co.uk); Sylva Restaurant (A 92.3%, https://directindex.org/r/sylvalondon.co.uk); The Dynamo (A 87.7%, https://directindex.org/r/the-dynamo.co.uk); The Sussex Arms (A 86.2%, https://directindex.org/r/thesussexarmstwickenham.co.uk); Avobar (B 73.8%, https://directindex.org/r/avobar.co.uk).

With the two fixes above (Ordering only through deliveroo; Structured data is incomplete), the score would be about 95.4%. That would be 49th of 5,710 in London cafes and bars, up from 1064th.

## The direct record
What agents get for Brioche Coffee & Brunch, as JSON: https://directindex.org/api/direct/briochecoffee.com
- Book: none on record
- Order: none on record
- Menu: https://www.briochecoffee.com/menu-1 (html_page; from the scan)
- Hours: Mo-Fr 07:30-15:30; Sa-Su 08:00-16:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/briochecoffee.com/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, Deliveroo: Not stated. Deliveroo's terms of service (6 October 2026) and terms of use say nothing about bots or automated ordering; they bar access without authority and interference with the service; no agent programme was found. Read 2026-10-15: https://deliveroo.co.uk/legal

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 25 |
| Actionable | 3 | 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/briochecoffee.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/briochecoffee.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/briochecoffee.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=briochecoffee.com&force=1