# Restaurant Le Bleu Raisin: Agent-Direct Score B (83.1%)

Site: http://www.lebleuraisin.ca/
Report: https://directindex.org/r/lebleuraisin.ca
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.)
Restaurant Le Bleu Raisin is mostly ready for agents.
An AI assistant can open Restaurant Le Bleu Raisin's website. It can read what Restaurant Le Bleu Raisin offers. It finds a way to book or order directly, through Libro.

## Direct links
- Book directly: https://widgets.libroreserve.com/booking/328d4b0b3fbd11/QC014229102287/party (through libro acting for the business)
- Menu: https://www.lebleuraisin.ca/
- Phone: +15142712333

## What to fix first
- Prices: 8 prices on the site, the middle one CA$23.50
- Languages: French, English

## What the site tells visitors (Measured, not scored)
- **8 prices on the landing page, the middle one CA$23.50.** In Montreal, the middle price of comparable sites that show prices is CA$16.95.

- **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": "Restaurant",
  "name": "Restaurant Le Bleu Raisin",
  "url": "http://www.lebleuraisin.ca/",
  "telephone": "+15142712333",
  "address": "5237 R. Saint-Denis, H2J 2M1, Montréal",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.52793961,
    "longitude": -73.59131469
  },
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://widgets.libroreserve.com/booking/328d4b0b3fbd11/QC014229102287/party",
  "hasMenu": "https://www.lebleuraisin.ca/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://widgets.libroreserve.com/booking/328d4b0b3fbd11/QC014229102287/party",
        "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.

```
# Restaurant Le Bleu Raisin

> restaurant (french) in 5237 R. Saint-Denis, H2J 2M1, Montréal, Montreal. Phone +15142712333.

## Book or order directly

- Book: https://widgets.libroreserve.com/booking/328d4b0b3fbd11/QC014229102287/party (through libro acting for the business)
- Menu: https://www.lebleuraisin.ca/

## About

- Website: http://www.lebleuraisin.ca/
- 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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through libro on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
230 of 2162 in Montreal. Top 11% 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 | 99% | yes |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 32% | no |

Nearest places with a similar menu: A L'Os (F, 505 m, https://directindex.org/r/alos.ca); Chez Chose (C, 638 m, https://directindex.org/r/chezchose.net); Restaurant La Chronique (B, 726 m, https://directindex.org/r/lachronique.qc.ca); Bistro de Paris (B, 727 m, https://directindex.org/r/youtube.com); Île Flottante (A, 875 m, https://directindex.org/r/restaurantileflottante.com); Chez Leveque (A, 1157 m, https://directindex.org/r/chezleveque.ca); Plein Sud (F, 1189 m, https://directindex.org/r/lepleinsud.ca); Bouillon Albert (C, 1240 m, https://directindex.org/r/bouillonalbert.ca); Restaurant Au 917 (F, 1259 m, https://directindex.org/r/au917.com); Garcons Poelés (D, 1266 m, https://directindex.org/r/garconspoeles.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 Montreal and named 82 places. Restaurant Le Bleu Raisin wasn't one of them. See who was named: https://directindex.org/city/montreal/recommended


Compared with its peers: Sites using Libro 68% (33% A or B, 95 sites); This site 83.1%.

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

## Businesses like Restaurant Le Bleu Raisin in Montreal

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Montreal | 2162 | 51% | 27% | 83.1% |
| Sites using Libro in Montreal | 122 | 68% | 33% | 83.1% |

The best of the sites using Libro in Montreal: Tsak Tsak (A 100%, https://directindex.org/r/tsaktsak.com); Gueuleton (A 92.3%, https://directindex.org/r/gueuleton.ca); La Belle Tonki (A 92.3%, https://directindex.org/r/labelletonki.ca); Pan Américan Pizza (A 92.3%, https://directindex.org/r/panamericanpizza.com); Zenbu Sushi (A 90.8%, https://directindex.org/r/zenbusushi.ca).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 124th of 2,162 in Montreal, up from 230th.

## The direct record
What agents get for Restaurant Le Bleu Raisin, as JSON: https://directindex.org/api/direct/lebleuraisin.ca
- Book: https://widgets.libroreserve.com/booking/328d4b0b3fbd11/QC014229102287/party (vendor on own site: Libro; found by the scan of 2026-10-19, not yet tested)
- Order: none on record
- Menu: https://www.lebleuraisin.ca/ (html_page; from the scan)
- Hours: none on record
- Phone: +15142712333
- Stable links that count: https://directindex.org/go/lebleuraisin.ca/book, https://directindex.org/go/lebleuraisin.ca/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
- Vendor terms for agents, Libro: 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/lebleuraisin.ca
- 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/lebleuraisin.ca/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/lebleuraisin.ca/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=lebleuraisin.ca&force=1