# Lüm: Agent-Direct Score B (76.9%)

Site: https://lumlillecentre.fr
Report: https://directindex.org/r/lumlillecentre.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.)
Lüm is mostly ready for agents.
An AI assistant can open Lüm's website. It can read what Lüm offers. It can't find a link to book or order online.

## Direct links
- Menu: https://lumlillecentre.fr/carte
- Phone: +33642996242

## 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

## 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 (CafeOrCoffeeShop).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
19 of 100 in Lille cafes and bars. Top 19% 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% | yes |
| Have an llms.txt | 20% | yes |

Nearest places with a similar menu: Mü (F, 104 m, https://directindex.org/r/mucafe.fr); Starbucks (D, 221 m, https://directindex.org/r/starbucks.co.uk); Café Joyeux (B, 274 m, https://directindex.org/r/cafejoyeux.com); Nuts ! (F, 421 m, https://directindex.org/r/nuts-lille.fr); Emilie and the cool kids (B, 431 m, https://directindex.org/r/emiliescookies.com); Le Pain Quotidien (C, 628 m, https://directindex.org/r/lepainquotidien.com); Café Chéri (D, 630 m, https://directindex.org/r/limpertinente.fr); Columbus Café & Co (B, 654 m, https://directindex.org/r/columbuscafe.com); Elizabeth's bakery & tea rooms (C, 697 m, https://directindex.org/r/elizabeths.fr); Terres de Café (C, 747 m, https://directindex.org/r/terresdecafe.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/lumlillecentre.fr/agent-view

## Businesses like Lüm 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% | 76.9% |

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 fix above (No booking or ordering link on the website), the score would be about 100%, which would be first of 100 in Lille cafes and bars.

## The direct record
What agents get for Lüm, as JSON: https://directindex.org/api/direct/lumlillecentre.fr
- Book: none on record
- Order: none on record
- Menu: https://lumlillecentre.fr/carte (html_page; from the scan)
- Hours: 09:00-18:00 (open now) (from OpenStreetMap)
- Phone: +33642996242
- Stable links that count: https://directindex.org/go/lumlillecentre.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

Found one hop past the home page: menu page /carte: 35 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/lumlillecentre.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: yes
- 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/lumlillecentre.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/lumlillecentre.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=lumlillecentre.fr&force=1