# The Lillie Langtry: Agent-Direct Score A (90%)

Site: https://www.thechaptercollection.co.uk/lillie-langtry-fulham
Report: https://directindex.org/r/thechaptercollection.co.uk
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
The Lillie Langtry is ready for agents.

## Direct links
- Book directly: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/party-booking (on the business's own site)
- Menu: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/menus
- Phone: +44 20 3637 6690

## What to fix first
- **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. Save as /llms.txt at the root of the site.

```
# The Lillie Langtry

> bar or pub in Lillie Road 19 SW6 1UE London, London cafes and bars. Phone +44 20 3637 6690.

## Book or order directly

- Book: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/party-booking (on the business's own site)
- Menu: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/menus

## Opening hours

Mo 12:00-23:00, Tu-Fr 11:00-23:00, Sa 11:00-00:00, Su 11:00-22:30

## About

- Website: https://www.thechaptercollection.co.uk/lillie-langtry-fulham
- 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 on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
181 of 2497 in London cafes and bars. Top 7% of the sites scanned in this index.

| What the top tenth 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 | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 61% | yes |
| Have an llms.txt | 14% | no |

Nearest places in the index: The Hoarder Coffee (F, 30 m, https://directindex.org/r/thehoarder.org); The Atlas (B, 92 m, https://directindex.org/r/theatlaspub.co.uk); Teds Place (F, 375 m, https://directindex.org/r/tedsplaceuk.co.uk); Lytte Coffee (F, 378 m, https://directindex.org/r/lytte.co.uk); The Harwood Arms (B, 414 m, https://directindex.org/r/harwoodarms.com); The Pembroke (B, 477 m, https://directindex.org/r/thepembrokesw5.co.uk); Evans & Peel Detective Agency (C, 575 m, https://directindex.org/r/evansandpeel.com); The Bolton (F, 579 m, https://directindex.org/r/theboltonearlscourt.co.uk); GolfSQ (C, 582 m, https://directindex.org/r/golfsq.com); Wolfpack (F, 595 m, https://directindex.org/r/wolfpackbars.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

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

## Businesses like The Lillie Langtry in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London cafes and bars | 2497 | 51% | 35% | 90% |

The best of Same kind in London cafes and bars: And Then (A 100%, https://directindex.org/r/andthentooting.com); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Bar Soho (A 100%, https://directindex.org/r/barsoho.co.uk); Be At One Monument (A 100%, https://directindex.org/r/beatone.co.uk); Conuco (A 100%, https://directindex.org/r/conuco.co.uk).

## The direct record
What agents get for The Lillie Langtry, as JSON: https://directindex.org/api/direct/thechaptercollection.co.uk
- Book: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/party-booking (own site; could not verify: partial (2026-10-14))
- Order: none on record
- Menu: https://www.thechaptercollection.co.uk/pubs/lillie-langtry-fulham/menus (html_page; from the scan)
- Hours: Mo 12:00-23:00, Tu-Fr 11:00-23:00, Sa 11:00-00:00, Su 11:00-22:30 (from OpenStreetMap)
- Phone: +44 20 3637 6690
- Stable links that count: https://directindex.org/go/thechaptercollection.co.uk/book, https://directindex.org/go/thechaptercollection.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

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

Deep report: https://directindex.org/r/thechaptercollection.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=thechaptercollection.co.uk&force=1