# Vanilla Bean Cafe: Agent-Direct Score D (47.7%)

Site: https://www.thebreadbasketbakery.co.uk/cafe/
Report: https://directindex.org/r/thebreadbasketbakery.co.uk
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Vanilla Bean Cafe is hard for agents to use.

## Direct links
- Phone: +44 20 3158 6653

## What to fix first, by points
- **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
- **Ordering only through deliveroo.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list lives on another site.** (+5 points) The link points to deliveroo.co.uk, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Vanilla Bean Cafe",
  "url": "https://www.thebreadbasketbakery.co.uk/cafe/",
  "telephone": "+44 20 3158 6653",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Dawes Road 122",
    "postalCode": "SW6 7EG",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.480663,
    "longitude": -0.2049518
  },
  "openingHours": "Mo-Su 08:00-16:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "16:30"
    }
  ],
  "hasMenu": "https://deliveroo.co.uk/menu/london/fulham/vanilla-bean-cafe"
}
</script>
```

llms.txt draft:

```
# Vanilla Bean Cafe

> cafe or coffee shop in Dawes Road 122 SW6 7EG London, London cafes and bars. Phone +44 20 3158 6653.

## Book or order directly

- Menu: https://deliveroo.co.uk/menu/london/fulham/vanilla-bean-cafe

## Opening hours

Mo-Su 08:00-16:30

## About

- Website: https://www.thebreadbasketbakery.co.uk/cafe/
- 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.

## Where it stands
Rank 1591 of 2869 in London cafes and bars (top 55%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 56% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Elephant & Barrel (B, 377 m, https://directindex.org/r/elephantandbarrel.co.uk); Cock Tavern (B, 380 m, https://directindex.org/r/cocktavern.co.uk); Love Walk Cafe (D, 440 m, https://directindex.org/r/lovewalkcoffee.uk); The Acai Girls (B, 451 m, https://directindex.org/r/acaigirls.com); Spa & Massage (B, 452 m, https://directindex.org/r/spaandmassage.co.uk); Matt's (C, 469 m, https://directindex.org/r/mattscafe773.co.uk); Brook & Badger (B, 473 m, https://directindex.org/r/brookandbadger.com); Wolfpack (F, 479 m, https://directindex.org/r/wolfpackbars.com); Cafe Plum (F, 494 m, https://directindex.org/r/cafeplum.com); Lytte Coffee (F, 500 m, https://directindex.org/r/lytte.co.uk).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with WordPress average 57% (26% A or B, 35830 sites); Sites using Deliveroo average 65% (41% A or B, 408 sites); this site 47.7%.

What an AI agent reads on this site: https://directindex.org/r/thebreadbasketbakery.co.uk/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 3 | 25 |
| actionable | 3 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/thebreadbasketbakery.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: 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=thebreadbasketbakery.co.uk&force=1