# La Brume dans les lunettes: Agent-Direct Score B (84.6%)

Site: https://www.labrumedansmeslunettes.com
Report: https://directindex.org/r/labrumedansmeslunettes.com
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
La Brume dans les lunettes is mostly ready for agents.
An AI assistant can open La Brume dans les lunettes'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 Libro.

## Direct links
- Book directly: https://widgets.libroreserve.com/WEB/QC017029362016/book (through libro acting for the business)
- Order directly: https://commande.labrumedansmeslunettes.com/ (on the business's own site)
- Phone: +1-514-379-1178

## What to fix first
- Prices: 19 prices on the site, the middle one CA$45.49
- Languages: English, French

## What the site tells visitors (Measured, not scored)
- **19 prices on the landing page, the middle one CA$45.49.** In Montreal, the middle price of comparable sites that show prices is CA$22.25.

- **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
- **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

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

```
# La Brume dans les lunettes

> cafe or coffee shop in Montreal cafes and bars. Phone +1-514-379-1178.

## Book or order directly

- Book: https://widgets.libroreserve.com/WEB/QC017029362016/book (through libro acting for the business)
- Order: https://commande.labrumedansmeslunettes.com/ (on the business's own site)

## About

- Website: https://www.labrumedansmeslunettes.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (CafeOrCoffeeShop).** address, phone, opening hours
- **Booking through libro on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
51 of 779 in Montreal cafes and bars. Top 7% 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 | 96% | yes |
| Publish the menu or price list as HTML | 88% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 31% | yes |
| Have an llms.txt | 26% | no |

Nearest places in the index: Beaufort Café Volant (F, 92 m, https://directindex.org/r/beaufortcafe.com); Koujina Café (F, 118 m, https://directindex.org/r/koujinacafe.com); Santa Barbara (F, 140 m, https://directindex.org/r/santabarbaramtl.ca); One Babo, Thé aux perles (C, 319 m, https://directindex.org/r/onebabo.com); La Cave (B, 322 m, https://directindex.org/r/mamiemamiemamie.com); Le Vestiaire (C, 327 m, https://directindex.org/r/barlevestiaire.com); Panier Gourmand (D, 343 m, https://directindex.org/r/paniergourmand.ca); Chez Ernest - Comptoir de curiosités (B, 344 m, https://directindex.org/r/chezernest.ca); L'Hémisphère Gauche (C, 352 m, https://directindex.org/r/hemispheregauche.com); Brouillon (B, 357 m, https://directindex.org/r/brouillon.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.


Compared with its peers: Sites using Libro 68% (33% A or B, 95 sites); This site 84.6%.

See what an AI agent reads on this site: https://directindex.org/r/labrumedansmeslunettes.com/agent-view

## Businesses like La Brume dans les lunettes in Montreal cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Montreal cafes and bars | 779 | 48% | 22% | 84.6% |
| Sites using Libro in Montreal cafes and bars | 32 | 72% | 63% | 84.6% |

The best of the sites using Libro in Montreal cafes and bars: Le MTL (A 90.8%, https://directindex.org/r/lemtlbar.ca); Le Roseline (A 87.7%, https://directindex.org/r/leroseline.com); Memento (A 87.2%, https://directindex.org/r/brasseriememento.com); Taverne Atlantic (B 84.6%, https://directindex.org/r/taverneatlantic.com); Lady Porcelaine (B 83.1%, https://directindex.org/r/ladyporcelaine.com).

With the fix above (No menu or price list found), the score would be about 95.4%. That would be 6th of 779 in Montreal cafes and bars, up from 51st.

## The direct record
What agents get for La Brume dans les lunettes, as JSON: https://directindex.org/api/direct/labrumedansmeslunettes.com
- Book: https://widgets.libroreserve.com/WEB/QC017029362016/book (vendor on own site: Libro; found by the scan of 2026-10-19, not yet tested)
- Order: https://commande.labrumedansmeslunettes.com/ (own site; found by the scan of 2026-10-19, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +1-514-379-1178
- Stable links that count: https://directindex.org/go/labrumedansmeslunettes.com/book, https://directindex.org/go/labrumedansmeslunettes.com/order

## 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 | 15 | 25 |
| Actionable | 15 | 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/labrumedansmeslunettes.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/labrumedansmeslunettes.com/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/labrumedansmeslunettes.com/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=labrumedansmeslunettes.com&force=1