# Montparnasse Cafe: Agent-Direct Score C (63.1%)

Site: http://www.squaremeal.co.uk/restaurant/montparnasse-cafe
Report: https://directindex.org/r/squaremeal.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.)
Montparnasse Cafe is partly visible to agents.
An AI assistant can open Montparnasse Cafe's website. What Montparnasse Cafe offers is on another site. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: 020 7376 2212
- Address: Thackeray Street 22
- WhatsApp: a link on the site

## Nearby, also direct
Places near Montparnasse Cafe that take a booking or an order on their own website, with no marketplace in between.
- Franklin’s Wine (30 m): https://directindex.org/r/franklinswine.com
- Ottoemezzo (50 m): https://directindex.org/r/locandaottoemezzo.org.uk
- amaro (200 m): https://directindex.org/r/amarobar.co.uk
- Hux Bar (200 m): https://directindex.org/r/huxhotel.com
- High Spirit Cocktail Bar (200 m): https://directindex.org/r/highspiritcocktailbar.co.uk

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is on another site.** (+5 points) The link goes to pinterest.co.uk, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. 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": "Montparnasse Cafe",
  "url": "http://www.squaremeal.co.uk/restaurant/montparnasse-cafe",
  "telephone": "020 7376 2212",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Thackeray Street 22"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.5005438,
    "longitude": -0.1889822
  },
  "hasMenu": "https://www.pinterest.co.uk/pin/create/button/?url=https%3a%2f%2fwww.squaremeal.co.uk%2frestaurants%2fmontparnasse-cafe_3784&description=Montparnasse%20Caf%C3%A9&media=https%3a%2f%2fcdn.squaremeal.co.uk%2frestaurants%2f3784%2fimages%2fmontparnassecafe-menu_02042025080750.jpeg"
}
</script>
```

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

```
# Montparnasse Cafe

> cafe or coffee shop in Thackeray Street 22, London cafes and bars. Phone 020 7376 2212.

## Book or order directly

- Menu: https://www.pinterest.co.uk/pin/create/button/?url=https%3a%2f%2fwww.squaremeal.co.uk%2frestaurants%2fmontparnasse-cafe_3784&description=Montparnasse%20Caf%C3%A9&media=https%3a%2f%2fcdn.squaremeal.co.uk%2frestaurants%2f3784%2fimages%2fmontparnassecafe-menu_02042025080750.jpeg

## About

- Website: http://www.squaremeal.co.uk/restaurant/montparnasse-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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone

## Where it stands
2110 of 5692 in London cafes and bars. Top 37% 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% | no |
| 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: Franklin’s Wine (B, 32 m, https://directindex.org/r/franklinswine.com); Ottoemezzo (B, 49 m, https://directindex.org/r/locandaottoemezzo.org.uk); Builders Arms (C, 131 m, https://directindex.org/r/thebuildersarmskensington.co.uk); Cafe Disney (F, 195 m, https://directindex.org/r/wixsite.com); amaro (C, 198 m, https://directindex.org/r/amarobar.co.uk); Hux Bar (B, 201 m, https://directindex.org/r/huxhotel.com); High Spirit Cocktail Bar (D, 204 m, https://directindex.org/r/highspiritcocktailbar.co.uk); The Stables Bar (B, 234 m, https://directindex.org/r/milestonehotel.com); Percy's (B, 236 m, https://directindex.org/r/percyslondon.co.uk); Decoucher (B, 276 m, https://directindex.org/r/dunelondon.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.


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

## Businesses like Montparnasse Cafe in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London cafes and bars | 5692 | 50% | 30% | 63.1% |

The best of the businesses of the same kind in London cafes and bars: And Then (A 100%, https://directindex.org/r/andthentooting.com); Artistcafelondon (A 100%, https://directindex.org/r/artistcafelondon.co.uk); Bar 8 (A 100%, https://directindex.org/r/bar8.co.uk); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Bar Soho (A 100%, https://directindex.org/r/barsoho.co.uk).

With the three fixes above (No booking or ordering link on the website; Menu or price list is on another site; Structured data is incomplete), the score would be about 95.4%. That would be 52nd of 5,692 in London cafes and bars, up from 2110th.

## The direct record
What agents get for Montparnasse Cafe, as JSON: https://directindex.org/api/direct/squaremeal.co.uk
- Book: none on record
- Order: none on record
- Menu: https://www.pinterest.co.uk/pin/create/button/?url=https%3a%2f%2fwww.squaremeal.co.uk%2frestaurants%2fmontparnasse-cafe_3784&description=Montparnasse%20Caf%C3%A9&media=https%3a%2f%2fcdn.squaremeal.co.uk%2frestaurants%2f3784%2fimages%2fmontparnassecafe-menu_02042025080750.jpeg (external; from the scan)
- Hours: none on record
- Phone: 020 7376 2212
- Stable links that count: https://directindex.org/go/squaremeal.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 14 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/squaremeal.co.uk
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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/squaremeal.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/squaremeal.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=squaremeal.co.uk&force=1
