# Le Club Café - Grand Place Lille: Agent-Direct Score C (67.7%)

Site: https://www.leclubcafe.com
Report: https://directindex.org/r/clubcafe.fr
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le Club Café - Grand Place Lille is partly visible to agents.
An AI assistant can open Le Club Café - Grand Place Lille's website. It can read what Le Club Café - Grand Place Lille offers. It can't find a link to book or order online.

## Direct links
- Menu: https://www.clubcafe.fr/carte
- Phone: 0328045895

## What to fix first

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Le Club Café - Grand Place Lille",
  "url": "https://www.leclubcafe.com",
  "telephone": "0328045895",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.6364625,
    "longitude": 3.0640437
  },
  "openingHours": "Mo-Sa 08:00-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "08:00",
      "closes": "20:00"
    }
  ],
  "hasMenu": "https://www.clubcafe.fr/carte"
}
</script>
```

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

```
# Le Club Café - Grand Place Lille

> cafe or coffee shop in Lille cafes and bars. Phone 0328045895.

## Book or order directly

- Menu: https://www.clubcafe.fr/carte

## Opening hours

Mo-Sa 08:00-20:00

## About

- Website: https://www.leclubcafe.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 (Organization).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
31 of 100 in Lille cafes and bars. Top 31% 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 | 90% | no |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: L'Abbaye (B, 52 m, https://directindex.org/r/labbaye-brasseriepub.fr); Café Joyeux (B, 95 m, https://directindex.org/r/cafejoyeux.com); Alices (D, 115 m, https://directindex.org/r/alices-lille.com); Emilie and the cool kids (B, 131 m, https://directindex.org/r/emiliescookies.com); Starbucks (D, 168 m, https://directindex.org/r/starbucks.co.uk); La wilderie (A, 191 m, https://directindex.org/r/lawilderie.com); Paddo Café (D, 201 m, https://directindex.org/r/paddocafe.com); Capulet (F, 214 m, https://directindex.org/r/capulet.fr); Mü (F, 245 m, https://directindex.org/r/mucafe.fr); Bar Parallèle (C, 295 m, https://directindex.org/r/lebarparallele.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/clubcafe.fr/agent-view

## Businesses like Le Club Café - Grand Place Lille in Lille cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lille cafes and bars | 100 | 54% | 27% | 67.7% |

The best of the businesses of the same kind in Lille cafes and bars: Restaurant O'chtib (A 90%, https://directindex.org/r/restaurant-ochtib.fr); L'Atelier Iodé (A 87.5%, https://directindex.org/r/latelier-iode.fr); La wilderie (A 87.5%, https://directindex.org/r/lawilderie.com); Columbus Café & Co (B 84.6%, https://directindex.org/r/columbuscafe.com); Brigand (B 83.8%, https://directindex.org/r/bistrot-brigand.com).

With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%, which would be first of 100 in Lille cafes and bars.

## The direct record
What agents get for Le Club Café - Grand Place Lille, as JSON: https://directindex.org/api/direct/clubcafe.fr
- Book: none on record
- Order: none on record
- Menu: https://www.clubcafe.fr/carte (html_page; from the scan)
- Hours: Mo-Sa 08:00-20:00 (open now) (from OpenStreetMap)
- Phone: 0328045895
- Stable links that count: https://directindex.org/go/clubcafe.fr/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 | 19 | 25 |
| Actionable | 0 | 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/clubcafe.fr
- 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/clubcafe.fr/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/clubcafe.fr/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=clubcafe.fr&force=1
