# Mayfair Coaching Lounge: Agent-Direct Score B (73.8%)

Site: http://www.mayfaircoachinglounge.com/
Report: https://directindex.org/r/londonlifecoaching.co.uk
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.)
Mayfair Coaching Lounge is mostly ready for agents.
An AI assistant can open Mayfair Coaching Lounge's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Acuity Scheduling.

## Direct links
- Book directly: https://mayfaircoachinglounge.acuityscheduling.com/?appointmentType=4765776 (through acuity acting for the business)
- Phone: +447460167409
- Address: London
- Hours, from londonlifecoaching.co.uk: Mon–Thu 11:00–21:00; Fri 11:00–16:00; Sat–Sun closed

## Nearby, also direct
Places near Mayfair Coaching Lounge that take a booking or an order on their own website, with no marketplace in between.
- The Cocktail Bar (20 m): https://directindex.org/r/doylecollection.com
- The Coach Makers Arms (130 m): https://directindex.org/r/cubitthouse.co.uk
- 28-50 Wine workshop and kitchen (200 m): https://directindex.org/r/2850.co.uk
- Granger & Co. (200 m): https://directindex.org/r/grangerandco.com
- The Marylebone (270 m): https://directindex.org/r/themarylebonelondon.com

## What to fix first
- **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
- **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": "LocalBusiness",
  "name": "Mayfair Coaching Lounge",
  "url": "http://www.mayfaircoachinglounge.com/",
  "telephone": "+447460167409",
  "address": "London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.5180956,
    "longitude": -0.1494747
  },
  "openingHours": "Mo-Th 11:00-21:00; Fr 11:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "11:00",
      "closes": "16:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://mayfaircoachinglounge.acuityscheduling.com/?appointmentType=4765776",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Mayfair Coaching Lounge

> local business in London, London cafes and bars. Phone +447460167409.

## Book or order directly

- Book: https://mayfaircoachinglounge.acuityscheduling.com/?appointmentType=4765776 (through acuity acting for the business)

## Opening hours

Mo-Th 11:00-21:00; Fr 11:00-16:00

## About

- Website: http://www.mayfaircoachinglounge.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
- **Booking through acuity on your own domain.** There's no marketplace commission, and the customer stays yours.

## 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% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: The Cocktail Bar (A, 19 m, https://directindex.org/r/doylecollection.com); The Coach Makers Arms (A, 131 m, https://directindex.org/r/cubitthouse.co.uk); Roots and Bulbs (D, 157 m, https://directindex.org/r/rootsandbulbs.com); El Bar de Cavita (F, 192 m, https://directindex.org/r/mayahuelmezcaleria.co.uk); 28-50 Wine workshop and kitchen (F, 198 m, https://directindex.org/r/2850.co.uk); Granger & Co. (C, 203 m, https://directindex.org/r/grangerandco.com); Special Guests (D, 259 m, https://directindex.org/r/specialguestscoffee.com); The Marylebone (B, 268 m, https://directindex.org/r/themarylebonelondon.com); Spirit Lab - Bartending (D, 269 m, https://directindex.org/r/spiritlablondon.com); Angelique's Wine House (C, 276 m, https://directindex.org/r/angeliqueswinehouse.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.

The assistants were asked 12 everyday questions about London cafes and bars and named 83 places. Mayfair Coaching Lounge wasn't one of them. See who was named: https://directindex.org/city/london-cafes-bars/recommended


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 33756 sites); Sites using Acuity Scheduling 67% (50% A or B, 1892 sites); This site 73.8%.

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

## Businesses like Mayfair Coaching Lounge in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Squarespace in London cafes and bars | 566 | 67% | 48% | 73.8% |
| Sites using Acuity Scheduling in London cafes and bars | 3 | 70% | 67% | 73.8% |
| Sites built with Squarespace and using Acuity Scheduling in London cafes and bars | 3 | 70% | 67% | 73.8% |

The best of the sites built with Squarespace in London cafes and bars: Humble Grape (A 100%, https://directindex.org/r/humblegrape.co.uk); Nightjar (A 100%, https://directindex.org/r/barnightjar.com); Friends of Ours (A 95.4%, https://directindex.org/r/friendsofoursrestaurant.com); 45 Jermyn St. (A 93.8%, https://directindex.org/r/45jermynst.com); Balls (A 93.8%, https://directindex.org/r/shoreditchballs.com).

## The direct record
What agents get for Mayfair Coaching Lounge, as JSON: https://directindex.org/api/direct/londonlifecoaching.co.uk
- Book: https://mayfaircoachinglounge.acuityscheduling.com/?appointmentType=4765776 (vendor on own site: Acuity Scheduling; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: Mo-Th 11:00-21:00; Fr 11:00-16:00 (closed now) (from londonlifecoaching.co.uk)
- Phone: +447460167409
- Stable links that count: https://directindex.org/go/londonlifecoaching.co.uk/book

## 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, Acuity Scheduling: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Found one hop past the home page: contact page /anxiety-coaching-mayfair: booking via calendly.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 13 | 25 |
| Actionable | 10 | 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/londonlifecoaching.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

Keep watching this business (https://directindex.org/r/londonlifecoaching.co.uk/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/londonlifecoaching.co.uk/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=londonlifecoaching.co.uk&force=1