# The Blue Stoops: Agent-Direct Score A (92.3%)

Site: https://www.thebluestoops.com
Report: https://directindex.org/r/thebluestoops.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
The Blue Stoops is ready for agents.

## Direct links
- Book: https://www.sevenrooms.com/explore/thebluestoops/reservations/create/search (through sevenrooms acting for the business)
- Menu: https://www.thebluestoops.com/menu
- Phone: +44 7538 677570

## What to fix first, by points
- **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

llms.txt draft:

```
# The Blue Stoops

> bar or pub in Kensington Church Street 127-129 W8 7LP London, London cafes and bars. Phone +44 7538 677570.

## Book or order directly

- Book: https://www.sevenrooms.com/explore/thebluestoops/reservations/create/search (through sevenrooms acting for the business)
- Menu: https://www.thebluestoops.com/menu

## Opening hours

Mo-We 12:00-23:30, Th-Sa 12:00-24:00, Su 12:00-22:30

## About

- Website: https://www.thebluestoops.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (BarOrPub).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 181 of 2869 in London cafes and bars (top 6%).

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

Nearest places in the index: LIFT COFFEE Notting Hill (F, 24 m, https://directindex.org/r/liftcoffeelondon.com); The Churchill Arms (A, 40 m, https://directindex.org/r/churchillarmskensington.co.uk); The Hillgate (A, 204 m, https://directindex.org/r/thehillgate.com); Notting Hill Coffee Project (D, 215 m, https://directindex.org/r/nottinghillcoffeeproject.com); Mawi Cafe (D, 259 m, https://directindex.org/r/mawicafe.com); Cherry On (B, 273 m, https://directindex.org/r/cherryon.co.uk); Windsor Castle (C, 274 m, https://directindex.org/r/thewindsorcastlekensington.co.uk); Prince Albert (B, 314 m, https://directindex.org/r/the-prince-albert.co.uk); Cafe Diana (B, 333 m, https://directindex.org/r/cafediana.co.uk); The Champion (C, 358 m, https://directindex.org/r/thechampionpub.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 using SevenRooms average 71% (52% A or B, 656 sites); this site 92.3%.

What an AI agent reads on this site: https://directindex.org/r/thebluestoops.com/agent-view

Read by AI agents 8 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 25 | 25 |
| actionable | 10 | 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/thebluestoops.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=thebluestoops.com&force=1